Api

2slides

MCP server exposing 2slides.com tools (slides generate, jobs get, themes search)

2slides-mcp

MCP server exposing 2slides.com tools (slides generate, jobs get, themes search)

@alanse/fish-audio-mcp-server

MCP server for Fish Audio Text-to-Speech integration

@alpha-arcade/mcp

MCP server for Alpha Arcade prediction markets on Algorand

@creating-cat/gemini-image-mcp-server

An MCP server for image generation using the Gemini API.

@currents/mcp


@executeautomation/playwright-mcp-server

Model Context Protocol servers for Playwright

@flightradar24/fr24api-mcp

MCP server providing access to the Flightradar24 API for real-time and historical flight data

@joemccann/xai-mcp-server

MCP server for xAI Grok APIs - image generation, chat, vision, search, and video

@kjanat/paperless-mcp

MCP server for interacting with Paperless-ngx document management system.

@kunihiros/google-patents-mcp

MCP server for searching Google Patents via SerpApi

@mcpservers/openrouterai

MCP server for OpenRouter.ai integration

@napolab/gpt-image-1-mcp

OpenAI gpt-image-1 MCP server with advanced image generation and editing capabilities

@perplexity-ai/mcp-server

Real-time web search, reasoning, and research through Perplexity's API

@singularity2045/image-generator-mcp-server

An MCP server that generates images using GPT Image (gpt-image-1.5) based on text prompts

@stabgan/openrouter-mcp-multimodal

MCP server for OpenRouter with text chat, image analysis, and image generation

@tjjd4/evm-mcp-server

Model Context Protocol (MCP) server for interacting with EVM-compatible networks - Fork with additional features

@unifuncs/ufn-mcp-server

UniFuncs MCP Server

Allyson

Allyson MCP Server - AI-powered SVG animation generator that transforms static files into animated SVG components using Framer Motion

AnyCrawl

AnyCrawl MCP Server - Adds powerful web scraping and crawling to Cursor, Claude and any other LLM clients

CLDGeminiPDF Analyzer

A [Model Context Protocol (MCP)](https://github.com/modelcontextprotocol) server that enables [Claude Desktop](https://claude.ai/download) to analyze PDF documents using Google's AI models. This server sends PDF files & extracts text from PDFs by leveraging Gemini's powerful language understanding to provide intelligent analysis and insights.

Dataiku MCP

MCP server for Dataiku DSS REST API

Ergo Blockchain MCP

A standardization tool for Ergo MCP API responses that transforms various output formats (JSON, Markdown, plaintext) into a consistent JSON structure for improved integration and usability.

Fish Audio

MCP server for Fish Audio Text-to-Speech integration

MCPClientandWeatherServer

This project demonstrates the Model Context Protocol (MCP) implementation with a client-server architecture. It includes a weather service MCP server and a client that can interact with it using Anthropic's Claude AI model.

Moorcheh

Moorcheh MCP Server with completable functionality for AI-powered search and answer operations

OpenClaw MCP Ecosystem

<p align="center">

Perplexity

Real-time web search, reasoning, and research through Perplexity's API

SaintDoresh/Weather-MCP-ClaudeDesktop

An MCP (Model Context Protocol) tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API, specifically designed for Claude Desktop.

VerifiMind PEAS - RefleXion Trinity

<div align="center">

WeatherMcpServer

A real weather Model Context Protocol (MCP) server that provides current weather data, forecasts, and weather alerts using the OpenWeatherMap API.

WeatherMcpServer

A comprehensive **Model Context Protocol (MCP)** server that provides real-time weather information, forecasts, alerts, air quality data, and intelligent recommendations through AI assistants like Claude.

WeatherMcpServer

A functional MCP (Model Context Protocol) server that provides real weather data through AI assistants like Claude, built with C# and the .NET MCP SDK.

anki-mcp

A server to integrate with Anki via the AnkiConnect plugin

appsignal-mcp

The official AppSignal MCP server

arjunkmrm-brave-search-mcp-server

Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more.

byteplant-mcp

<!-- mcp-name: io.github.byteplant-dev/byteplant-mcp -->

capital-com-mcp-server

This repository contains a collection of [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) servers that can be used with [Amazon Q](https://aws.amazon.com/q/), [Claude Desktop](https://claude.ai/desktop), and other LLMs that support the MCP protocol.

claude-code-health-check

Open-source context engineering scanner for Claude Code. Scores 45 check layers across CLAUDE.md, skills, hooks, memory, and planning artifacts. Free local tools + paid upgrades via MemoryOS.

currents-dev/currents-mcp


deep-research-mcp

A Model Context Protocol (MCP) server for performing deep web research using Tavily Search and Crawl APIs, preparing structured data for LLM-powered documentation generation.

dynamic_grounding_for_github_copilot

A Model Context Protocol (MCP) server that integrates Google's Gemini AI to provide enhanced codebase search and analysis capabilities for GitHub Copilot in VS Code.

executeautomation/playwright-mcp-server

Model Context Protocol servers for Playwright

extend-ai-mcp-server

> **Disclaimer:** This is an **unofficial**, community-maintained MCP server for [Extend AI](https://extend.ai/). It is **not** affiliated with, endorsed by, or officially supported by Extend AI. This project was built independently to integrate Extend AI's document processing capabilities with MCP-compatible clients. Use at your own discretion.

fabric-atelier

<div align="center">

fastmcp-sonarqube-metrics

[](https://archestra.ai/mcp-catalog/archai-labs__fastmcp-sonarqube-metrics)

gemini-imagen-mcp-server

Claude Code MCP server for Google Gemini Imagen API - Generate images directly in your project's imagen folder

genviz

[](https://github.com/tsangha/genviz-rs/actions/workflows/ci.yml)

geo-analyzer

AI search optimization analysis with actionable findings and gap analysis

iflow-mcp_isiahw1_mcp-server-bing-webmaster

MCP server for Bing Webmaster Tools integration

jobsuche-mcp-server

Template MCP server workspace - actual npm package is in npm/ directory

kit-mcp-server

MCP server for Kit.com (formerly ConvertKit) email marketing API - manage subscribers, tags, sequences, broadcasts, forms, and more

kukapay/crypto-funds-mcp

An MCP server that provides AI agents with structured, real-time data on cryptocurrency investment funds, enabling deeper due diligence and portfolio intelligence.

kukapay/wallet-inspector-mcp

An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.

marketing-post-generator-mcp

A powerful MCP server for AI-powered marketing blog post generation with Claude integration

mcp-address-history

MCP server for full transaction and token history on EVM and UTXO addresses via Crypto APIs

mcp-address-latest

MCP server for current balance and state of EVM, UTXO, Solana, XRP, Kaspa addresses via Crypto APIs

mcp-compose

MCP server orchestration tool - manage multiple MCP servers with a single gateway

mcp-evals

GitHub Action for evaluating MCP server tool calls using LLM-based scoring

mcp-kit

MCP server for Kit.com (formerly ConvertKit) email marketing API - manage subscribers, tags, sequences, broadcasts, forms, and more

media-gen-mcp

miniagent

Minimal single agent demo with basic file tools and MCP support.

multimodal

Multi-provider media generation MCP server

navifare-mcp

o3-search-mcp

MCP server that enables AI agents to perform intelligent web searches using OpenAI's o3 model with natural language queries

opencage-geocoding-mcp

MCP server for OpenCage geocoding API

paperqa-mcp-server

Give Claude the ability to read, search, and synthesize across your

random-org-mcp-server

MCP Server for api.random.org integration - Generate true random numbers, strings, UUIDs and more

simple-notify-mcp

Model Context Protocol (MCP) server for text-to-speech and Telegram notifications in Codex and Claude Code.

slimcontext-mcp-server

MCP Server for SlimContext - AI chat history compression tools

slimcontext-mcp-server

MCP Server for SlimContext - AI chat history compression tools

solx402-mcp-server

tgeselle/bugsnag-mcp

A Bugsnag MCP server for interacting with Bugsnag API

uranium-mcp

MCP for Uranium NFT tools to mint, list, and manage digital assets on the permaweb.

weather_mcp_server

A Model Context Protocol (MCP) server that provides real-time weather data through AI assistants like Claude. This server integrates with OpenWeatherMap API to deliver accurate, current weather information including current conditions, forecasts, and alerts.

webcoderz/MCP-Geo

Geocoding MCP server with GeoPY!

zillow-mcp-server

Zillow MCP Server for real estate data access via the Model Context Protocol

@dopehunter/n8n-mcp-server

MCP server for n8n workflow management in Cursor

Artin0123-gemini-image-mcp-server

MCP server for image and video analysis powered by Gemini API.

Cloudsway SmartSearch

MCP server for a smart search API

Exa

A Model Context Protocol server with Exa which does web search

Momento

Momento MCP server implementation

Programmatic MCP Prototype

WeatherMcpServer

fastmcp-demo

A simple AI agent service built with FastMCP using Streamable HTTP protocol (See [doc](doc)).

figma-mcp-server

A comprehensive local MCP server for Figma. Connect Figma with the Gemini CLI, Cursor, and Claude Desktop.

kagi-mcp-server

Kagi Search and Universal Summarizer integration through the Model Context Protocol (MCP). Works with Claude Code, Claude Desktop, Cursor, Zed, and any MCP-compatible client.

kukapay/pancakeswap-poolspy-mcp

An MCP server that tracks newly created liquidity pools on Pancake Swap, providing real-time data for DeFi analysts, traders, and developers.

mcp-render

MCP server for managing services on Render.com

openai-sora2-mcp-server

MCP Server for OpenAI Sora 2 Video Generation API

perf-mcp

Fact-check and fix AI outputs. Catches hallucinations, repairs broken JSON, corrects errors — before they reach users.

shareseer/shareseer-mcp-server

A Model Context Protocol (MCP) server that provides access to ShareSeer's comprehensive SEC filings, insider transactions, and financial data through Claude and other MCP-compatible AI assistants.

shopsavvy/shopsavvy-mcp-server

Model Context Protocol (MCP) server providing AI assistants with access to ShopSavvy's comprehensive product data, pricing information, historical price tracking, and automated monitoring capabilities

@genwave/svgmaker-mcp

MCP server for generating, editing, and converting SVG images using SVGMaker API

@inliner/mcp-server

MCP server for Inliner.ai — gives AI coding agents live access to your image projects, credits, and generation

@marswave/listenhub-mcp-server

Official MCP server for Listenhub - The AI Voice for Every Creator.

@maton/mcp

The Maton Agent Toolkit enables popular agent frameworks including Model Context Protocol (MCP) to integrate with Maton APIs through function calling. The library is not exhaustive of the entire Maton API. It includes support for Typescript.

@recraft-ai/mcp-recraft-server

MCP Server implementation for recraft.ai API

@siterooster/mcp-server

MCP server for SiteRooster - SEO monitoring, AI visibility tracking, keyword research, and site health analysis for AI agents

@toleno/mcp

Toleno Network MCP Server — Manage your Toleno account with Claude AI.

@vibeframe/mcp-server

AI-native video editing tool. CLI-first, MCP-ready.

Audius

Audius MCP Server — Code Mode with Effect-TS

CoinMarketCap

A complete MCP for the CoinMarketCap API

DJ Claude

The live music engine for AI agents — multi-agent jam sessions, conductor mode, 20 MCP tools.

GenWaveLLC/svgmaker-mcp

MCP server for generating, editing, and converting SVG images using SVGMaker API

JamesANZ/evm-mcp

EVM MCP Server - Comprehensive Ethereum Virtual Machine RPC interface for any node provider

Lightning Enable MCP Server

<!-- mcp-name: io.github.refined-element/lightning-enable-mcp -->

Mandoline

MCP server for Mandoline's LLM evaluation tools

MinerU

MCP server for MinerU document parsing API - optimized for Claude Code with 73% token reduction

OKX-MCP-Server

SmartMemory

Give your LLM structured memory - Transform conversations into verified knowledge graphs

Toleno Network

Toleno Network MCP Server — Manage your Toleno account with Claude AI.

Tommertom/sonos-ts-mcp

Model Context Protocol server for Sonos audio devices

TopazLabs/topaz-mcp

Topaz Labs MCP server — AI image enhancement for LLMs

amplitude-mcp-server

MCP server for Amplitude analytics integration with AI assistants

blocklens-mcp-server

MCP server for Blocklens crypto on-chain analytics

bwh

[](https://github.com/strahe/bwh/actions/workflows/ci.yml)

contextual-mcp-server

<!-- mcp-name: io.github.NitishGourishetty/contextual-mcp-server -->

fmp-mcp-server

MCP server for Financial Modeling Prep API - Investment Banking Analyst tools for M&A analysis

gNucleus Text-To-CAD

[gNucleus](https://gnucleus.ai) is a Generative AI platform that transforms text and images into editable CAD models.

gemy411/multi-research-agents

This project implements a sophisticated multi-agent research system based on the concepts described in Anthropic's article: [Building a Multi-Agent Research System](https://www.anthropic.com/engineering/built-multi-agent-research-system). The system leverages the power of coordinated AI agents to handle deep and complex research queries that require multiple perspectives and iterative investigation.

gorosun/unified-diff-mcp

Beautiful diff visualization for Claude Desktop - Remote MCP Server

graph-aave-mcp

MCP server for querying AAVE V2/V3 lending protocol and governance data via The Graph — 7 chains across 11 subgraphs (Ethereum, Base, Arbitrum, Polygon, Optimism, Avalanche, Fantom + Governance V3)

graph-polymarket-mcp

MCP server for querying Polymarket data via The Graph subgraphs — supports stdio and SSE transports

graph-polymarket-mcp

MCP server for querying Polymarket data via The Graph subgraphs — supports stdio and SSE transports

grok-mcp

MCP server for Grok AI API integration

hivemind

Multi-model AI chat platform with consensus

image-mcp-server

MCP server for Grok image generation and editing via xAI API

imagegen-mcp

MCP server to generate images from text using OpenAI's API

imagegen-mcp-server

MCP server for AI image generation with OpenAI DALL-E, Google Imagen, Gemini, and Flux via Replicate

imgx

AI image generation and editing for Claude Code, Codex CLI, and MCP-compatible AI agents

iplocate/mcp-server-iplocate

MCP server for IPLocate.io - IP address geolocation, network information, and threat detection

jagan-shanmugam/mattermost-mcp-host

A Mattermost integration that connects to Model Context Protocol (MCP) servers, leveraging a LangGraph-based AI agent to provide an intelligent interface for interacting with users and executing tools directly within Mattermost.

jeannier/homebrew-mcp

A Model Context Protocol (MCP) server for Homebrew package management **on macOS**, designed for seamless integration with Claude Desktop and other MCP-compatible clients.

kukapay/dex-pools-mcp

An MCP server that provides AI agents with real-time access to DEX liquidity pool data, enabling smarter trading, analytics, and automated strategies.

kukapay/rug-check-mcp

An MCP server that detects potential risks in Solana meme tokens, helping AI agents avoid rug pulls and unsafe projects.

lucid-mcp-server

Model Context Protocol (MCP) server for Lucid App integration with multimodal AI analysis

lucid-mcp-server

Model Context Protocol (MCP) server for Lucid App integration with multimodal AI analysis

makeslates-mcp-server

MCP server for MakeSlates - AI-powered slide deck creation

mcp

MCP server for img-src.io image hosting API

mcp-factcheck

An MCP Server for validating code or content against the official **Model Context Protocol (MCP)** specification to ensure technical accuracy and prevent the spread of misinformation.

mcp-hd-wallet

MCP server for HD wallet management, balance, and sync on EVM, UTXO, XRP via Crypto APIs

mcp-image

MCP server for AI image generation

mcp-server

Coinversaa Pulse — Crypto intelligence MCP server for AI agents. 30 tools covering Hyperliquid trader analytics, cohort intelligence, live market data, builder dex markets, and more.

mcp-server-perplexity

An MCP server implementation that integrates the Sonar API to provide Claude with unparalleled real-time, web-wide research.

mcp-utils

MCP server for address derivation and encoding utilities across multiple blockchains via Crypto APIs

nano-banana-mcp

MCP server for Google's Gemini 2.5 Flash Image generation API with cross-platform support

nano-banana-mcp-azure-blob

MCP server for Google's Gemini 2.5 Flash Image generation API with Azure Blob Storage support

nickpending/mcp-recon

> **mcp-recon** (formerly Tellix) is a conversational reconnaissance interface and MCP server powered by `httpx` and `asnmap`. Just ask.

open-mcp-server

[**English Version**](https://gitee.com/changsong/open-mcp-server/blob/main/README_EN.md)

openwebui-mcp-server

MCP server for Claude Code and Claude Desktop to interact with Open WebUI — manage chats, RAG knowledge bases, functions, and more.

postfast-mcp

MCP server for the PostFast API — schedule and manage social media posts via AI tools

r-huijts/rijksmuseum-mcp

ragalgo

Dynamic RAG Engine for AI Reliability. We provide mathematically scored context & sanitized data to prevent hallucinations in both static & volatile domains (starting with Korean Finance).

rosetta-mcp

AI-powered Excel translation MCP server that preserves formatting, formulas, and data integrity

scraper-mcp

Web assets linting for scraper-mcp dashboard

sh-patterson/fec-mcp-server

MCP server for FEC campaign finance research and transparency

sora-fastmcp

Clean, simple MCP server for Sora image & video generation using FastMCP.

taskqueue-mcp

Task Queue MCP Server

todoist-mcp

Todoist MCP Server

vesselapi-mcp

[](https://github.com/vessel-api/vesselapi-mcp/actions/workflows/ci.yml)

waitlister

MCP server for the Waitlister API — manage your waitlist subscribers through AI assistants like Claude, Cursor, and more.

wn01011/llm-token-tracker

Token usage tracker for OpenAI, Claude, and Gemini APIs with MCP support - Updated 2025 pricing

@finedata/mcp-server

MCP Server for FineData web scraping API - enables AI agents to scrape any website with antibot bypass

@mcptools/mcp-tavily

A Model Context Protocol (MCP) server implementation for Tavily API, providing advanced search and content extraction capabilities

AnkiConnect

MCP server for Anki Connect integration

MCP Scaleway Functions

Model Context Protocol (MCP) server to manage and deploy [Scaleway Serverless Functions](https://www.scaleway.com/en/serverless-functions/) using the [Model Context Protocol](https://modelcontextprotocol.org/) standard.

deploy-mcp/deploy-mcp

Universal deployment tracker for AI assistants

kshern/mcp-tavily

A Model Context Protocol (MCP) server implementation for Tavily API, providing advanced search and content extraction capabilities

kyc-mcp-server

A **Model Context Protocol (MCP)** server for KYC (Know Your Customer) customer verification, built with **.NET 10 Web API**. Exposes three compliance tools — document validation, identity verification, and risk assessment — over the MCP JSON-RPC 2.0 transport, making it ready to plug directly into Claude Desktop, Claude API tool use, or any MCP-compatible AI system.

mcp-colombia-hub

MCP server for Colombian products, travel and finance — MercadoLibre, Booking.com hotels & flights, CDTs, loans and savings accounts

reclaim-mcp-server

A Model Context Protocol (MCP) server for interacting with Reclaim.ai tasks.

talk-to-your-pc-mcp-server

A Model Context Protocol (MCP) server that does diagnosis and troubleshooting of your PC through AI assistants like Claude, ChatGPT, or any MCP-compatible tool.

@dwlf/mcp-server

MCP server for DWLF market analysis platform — exposes market data, indicators, signals, strategies, backtests, portfolio, trade journal, and more as AI-accessible tools

@hey-bible/mcp

MCP server for Hey Bible API

@iflow-mcp/jannikwempe-mcp-lexware-office

MCP server to interact with Lexware Office

@printr/mcp

@rafarafarafa/nano-banana-pro-mcp

MCP server for Gemini 3 Nano Banana Pro image generation

@stakpak/mcp

An MCP server that connects to Stakpak

@syncause/debug-mcp

Syncause Debug MCP Server

@triplewhale/mcp-server-triplewhale

MCP server for interacting with Triplewhale API

@warpmetrics/mcp

MCP server for Warpmetrics - connect AI assistants to your AI agent telemetry

Azure OpenAI DALL-E 3 MCP Server

An Azure Dalle MCP server

Base Free USDC Transfer

Binance

MCP server for Binance market data and trading integration

FastMCP-Project

A simple Model Context Protocol (MCP) server and client for exploring recent AI research on ArXiv. This project demonstrates how to build and test a custom MCP server and client for research tools, with a focus on searching, summarizing, and reporting on ArXiv papers.

Fathom Analytics

MCP server for Fathom Analytics

Gentoro

Integration layer between Model Context Protocol and Gentoro's MCP Server implementation

KS-GEN-AI/confluence-mcp-server

Talk to jira

LastBlueTape

MCP server for LastBlueTape — construction punch list management for AI agents

MCP ProjectManage OpenProject

> 🎯 为团队领导者提供智能化的项目报告生成工具

NanoPDF

<!-- mcp-name: io.github.R09722akaBennett/nano-pdf-mcp -->

OverQuotaAI/chatterboxio-mcp-server

Pearch-ai/mcp_pearch

MCP server for [Pearch.AI](https://pearch.ai): natural-language search over **people** and **companies/leads** (B2B). Use it from Cursor, Claude Desktop, VS Code, or any MCP-compatible client.

Seym0n/tiktok-mcp

MCP server for TikTok

ShaderToy

MCP Server for ShaderToy, a website for creating, running and sharing GLSL shader (https://www.shadertoy.com/). It connects LLM like Claude with ShaderToy through Model Context Protocol (MCP), allowing the LLM to query and read the entire web page, allowing it to make increasingly complex shader it normally isn't capable of.

VENTURE-AI-LABS/cryptodataapi-mcp

MCP server for CryptoDataAPI — gives AI agents real-time crypto market data

Wisepanel

An MCP server that gives [Claude Code](https://docs.anthropic.com/en/docs/claude-code) and any MCP-compatible client direct access to [Wisepanel's](https://wisepanel.ai) multi-agent deliberation platform.

agentweb

MCP server for AgentWeb.live - Business directory API with 11M+ businesses

anycast-mcp-server

MCP Server for anycast-backend REST API

arjunkmrm-sg-bus-test

MCP server for Singapore bus arrival information using LTA DataMall API

balldontlie-mcp

An MCP Server implementation that integrates the Balldontlie API, to provide information about players, teams and games for the NBA, NFL and MLB

balldontlie-mcp

An MCP Server implementation that integrates the Balldontlie API, to provide information about players, teams and games for the NBA, NFL and MLB

campertunity/mcp-server

MCP Server for Campertunity - A Model Context Protocol server for interacting with camping and outdoor recreation data

clawvault-mcp-server

MCP server for ClawVault - AI agent payment security layer

coin_api_mcp

[](https://smithery.ai/server/coin-api-mcp)

growpanel-mcp-server

MCP server for GrowPanel SaaS subscription analytics API - 14 tools covering reports, customers, settings, and more

humanagent-mcp

HumanAgent MCP Server - Let AI agents hire humans for real-world tasks

iflow-mcp_Agentic-RAG-with-MCP-Server-1

---

ipfred/aiwen-mcp-server-geoip

[埃文科技](https://www.ipplus360.com/) 是全球IP地址高精准实时定位技术领航者 全球网络空间地图大数据服务提供商

jina-mcp-tools

Jina AI Model Context Protocol (MCP) server that integrates with Jina AI APIs for web reading and search

joltsms-sms

MCP server for JoltSMS — provision real-SIM phone numbers and receive OTP codes

kukapay/blocknative-mcp

An MCP server that provides real-time gas price predictions across multiple blockchains, powered by Blocknative.

kukapay/crypto-news-mcp

An MCP server that provides real-time cryptocurrency news sourced from [NewsData](https://newsdata.io/) for AI agents.

kukapay/hyperliquid-whalealert-mcp

An MCP server that provides real-time whale alerts on Hyperliquid, flagging positions with a notional value exceeding $1 million.

kukapay/thegraph-mcp

An MCP server that powers AI agents with indexed blockchain data from [The Graph](https://thegraph.com/).

kukapay/uniswap-poolspy-mcp

An MCP server that tracks newly created liquidity pools on Uniswap across nine blockchain networks — Ethereum, Base, Optimism, Arbitrum, Polygon, BNB Smart Chain (BSC), Avalanche, Celo, and Blast — providing real-time data for DeFi analysts, traders, and developers.

markly

MCP Server for Markly.cloud - watermark images via AI agents

mcp

A collection of Model Context Protocol (MCP) servers built with FastMCP, each serving different APIs and data sources.

mcp

MCP server for Warpmetrics - connect AI assistants to your AI agent telemetry

mcp-contracts

MCP server for smart contract ABIs and on-chain data from EVM and Solana via Crypto APIs

mcp-duckduckgo-search

MCP server for DuckDuckGo search

mcp-jinaai-reader

MCP server for JinaAI reader

mcp-jinaai-reader

MCP server for JinaAI reader

mcp-market-data

MCP server for cryptocurrency asset prices, exchange rates, and market metadata via Crypto APIs

mcp-nano-banana

[](https://pypi.org/project/mcp-nano-banana/)

mcp-perplexity-search

MCP server for Perplexity search

mcp-server-sandbox

The app provides current weather information and weather forecast via MCP interface.

mcp-simulate

MCP server for dry-run EVM transaction simulation via Crypto APIs

mcp-sse-proxy

This script acts as a proxy between an MCP (Model Context Protocol) server using STDIO (standard input/output) transport and a client using SSE (Server-Sent Events) transport. It bridges the communication gap by converting MCP STDIO communication to the SSE protocol, enabling real-time data streaming over web connections.

mcp-weather-server

This project is an MCP (Model Context Protocol) server implemented in Java using Spring Boot. It provides real-time weather and stock price data.

mcp-web-search-tool

MCP Web Search Tool - A Model Context Protocol server that provides web search capabilities

mcp_autogen_sse_stdio

This repository provides a practical demonstration of integrating tools with AI agents using the **Model Context Protocol (MCP)** within the **AutoGen** framework.

openfigi

ordinals

Bitcoin Ordinals MCP Server — inscriptions, runes, BRC-20, collections, marketplace data

ordinals-mcp

Bitcoin Ordinals MCP Server — inscriptions, runes, BRC-20, collections, marketplace data

perplexity-mcp

MCP server providing intelligent search, reasoning, and research capabilities powered by Perplexity's specialized AI models

printr

pullkitsan/mobsf-mcp-server

rankship-mcp

Rankship SEO Platform MCP Server - Connect your SEO workflow to Claude

real-weather-mcp-server

A Model Context Protocol (MCP) server that fetches real weather data using the OpenWeather API and exposes two tools for

reddit-insights-mcp

Reddit Insights MCP Server - AI-powered Reddit search and discovery

registrum-mcp

MCP server for the Registrum Companies House API — search UK companies, get financials, directors, beneficial ownership (PSC), and director networks

semantic-kernel-mcp-server

A sample Model Context Protocol (MCP) server implemented in .NET and C# that demonstrates integration with Microsoft Semantic Kernel agents.

sequenzy-mcp

Sequenzy MCP server for AI-powered email marketing automation

serper-search-scrape-mcp-server

Serper MCP Server supporting search and webpage scraping

tatumio/blockchain-mcp

Model Context Protocol server providing access to Tatum's comprehensive blockchain API across 130+ networks with 13 tools

web-fetch-mcp

MCP server for web content fetching, summarizing, comparing, and extracting information

wikijs-mcp

WikiJS MCP Server

zen-mcp-server-199bio

NPX wrapper for Zen MCP Server - Claude + Multiple AI Models

@0xbigboss/tilt-mcp

MCP server for Tilt CLI integration

@agentchurch/mcp

MCP server for Agent Church - spiritual services for AI agents. SOUL.md identity, salvation, portraits. L402 (Lightning) + x402 (USDC) payments.

@aimbitgmbh/vikunja-mcp

MCP server for Vikunja task management

@angiejones/mcp-selenium

Selenium WebDriver MCP Server

@antv/mcp-server-chart

A Model Context Protocol server for generating charts using AntV. This is a TypeScript-based MCP server that provides chart generation capabilities. It allows you to create various types of charts through MCP tools.

@boperators/mcp-server

@eyeglass/bridge

@gianpieropuleo/radix-mcp-server

A Model Context Protocol (MCP) server for Radix UI libraries (Themes, Primitives, Colors), providing AI assistants with access to component source code, installation guides, and design tokens.

@goldzulu/skill-loader-mcp-server

MCP server for discovering and converting Claude skills

@guardrail-sim/mcp-server

Policy simulation engine for AI agent pricing governance. Test your AI pricing policies before they cost you millions.

@hiyorineko/mcp-rollbar-server

MCP server for Rollbar API integration

@intlayer/mcp

Intlayer monorepo - Layer of abstraction between the business logic and the data access layer. Manage internationalization in a simple way, through TypeScript, JavaScript or JSON declaration file.

@kajirita2002/esa-mcp-server

MCP server for interacting with esa API

@llmindset/mcp-hfspace

MCP Server to connect to Hugging Face spaces. Simple configuration, Claude Desktop friendly.

@mcp-layer/test-server

@metamask/client-mcp-core

MCP server for MetaMask Extension visual testing with LLM agents

@microsoft/clarity-mcp-server

MCP Server for Microsoft Clarity based on data export API

@nestjs-mcp/server

Modular library for building scalable MCP servers with NestJS, providing decorators and integration patterns as a wrapper for the official MCP TypeScript SDK.

@silky/fizzy-mcp

MCP server for Fizzy task management

@szemeng76/yfinance-mcp-server

unofficial Yahoo Finance API MCP Server - A Model Context Protocol server implementation for Yahoo Finance API

@tailoredtools/mcp-server

MCP server for RapidTools — deterministic JSON Schema validation with signed attestations

ArchSmarterRevitMcpServer

A [Model Context Protocol](https://modelcontextprotocol.io/) (MCP) server that connects Autodesk Revit 2025+ to AI assistants like Claude. Query elements, create views, manage sheets, and modify parameters — all through natural language.

Arm MCP Server

An [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server providing AI assistants with tools and knowledge for Arm architecture development, migration, and optimization.

AspireMcpServer

A comprehensive Model Context Protocol (MCP) server that exposes .NET Aspire CLI commands as MCP tools. Built with the Microsoft ModelContextProtocol library and optimized for AOT compilation with minimal footprint.

Blender-MCP-Server

**Model Context Protocol (MCP) server for complete Blender control via API**

BrunoKrugel/echo-mcp

[](https://github.com/features/actions)

BurtTheCoder/mcp-dnstwist

MCP server for dnstwist - DNS fuzzing to detect typosquatting, phishing and corporate espionage

CSharp-MCP-Server

A Model Context Protocol (MCP) server implementation in C# using the official MCP SDK. This server provides 18 comprehensive tools across three categories for file system management, text processing, and system information collection.

CalculadoraLaboralMcpServer

Esta solución contiene una implementación completa de cálculos de nómina para Colombia, migrada desde una implementación TypeScript a C# con MCP Server. El proyecto incluye todas las regulaciones laborales colombianas y un conjunto completo de pruebas unitarias.

Claude KVM

MCP server — control remote desktops via VNC (MacOS)

Codesys-mcp-toolkit

Model Context Protocol (MCP) server for CODESYS automation platform

ComedyMcpServer

A Model Context Protocol (MCP) server implementation that provides comedy-related tools and services for AI assistants. This server integrates with Cursor IDE and offers various comedy-related functionalities through MCP tools.

Cursor MCP Installer

A MCP server to install other MCP servers in Cursor

Example MCP Server

Build complete MCP servers with our framework — study or fork this reference implementation. Covers all @mctx-ai/mcp-server patterns: tool types (sync string, object return, generators, LLM sampling), resource URIs (static, dynamic templates), prompt formats (single-message, multi-message), tool annotations (readOnly, destructive, openWorld, idempotent), structured logging, environment variables, and test coverage. The whoami tool demonstrates user identity via ctx.userId. Includes setup.sh for quick template generation.

Excel to JSON MCP by WTSolutions

Excel to JSON by WTSolutions MCP

FastMCP_demo

A comprehensive demonstration of how [FastMCP](https://github.com/jlowin/fastmcp) can transform a Python package into a fully-featured Model Context Protocol (MCP) server.

GitlabMcpServerPlusCopilot

A Model Context Protocol (MCP) server written in C# to extend GitLab functionality, providing access to GitLab's REST API through the MCP protocol.

Israel Statistics MCP

Model Context Protocol (MCP) server for Israeli Central Bureau of Statistics (CBS) price indices and economic data. Provides 8 comprehensive tools for retrieving, analyzing, and calculating Israeli economic statistics including CPI, housing prices, producer indices, and inflation calculations.

JSON to Excel by WTSolutions

JSON to Excel by WTSolutions MCP

MCPBrowserServer

# MCPBrowserServer

MCPConsoleServer

# MCPConsoleServer - Model Context Protocol Console Server

MCPDebugger

This project is a self-made, lightweight **C++ debugger** developed for learning and experimentation. It implements core debugging functionality from scratch without relying on existing debugger frameworks. For instruction decoding the [Zydis](https://github.com/zyantific/zydis) disassembler is used.

MPM-Coding

> **Turning AI Coding from "Demos" into "Delivery"**

McpServerConsole

WARNING! This project was written largely by Claude Code, with minimal review by me. Use at your own risk!

OpenDigger MCP Server

A Model Context Protocol (MCP) server for OpenDigger enabling advanced repository analytics and insights through tools and prompts.

PHP MCP SDK

The official PHP SDK for Model Context Protocol (MCP). It provides a framework-agnostic API for implementing MCP servers

PIF

A JSON-native lambda calculus runtime with metacircular evaluation, designed as an MCP (Model Context Protocol) server. Enables language models to evolve tools dynamically through metaprogramming.

Performance-Test-MCP-Server-java-

Un serveur MCP (Model Context Protocol) développé en Java pour tester les performances du client Discovery Intech.

Periphery Code Audit

A [Model Context Protocol (MCP)](https://modelcontextprotocol.io) server that wraps the [Periphery](https://github.com/peripheryapp/periphery) tool, enabling AI assistants to perform Swift code audits and detect unused code in iOS/macOS projects.

Placid.app

Placid.app MCP server to list templates and generate images and videos

PromptHouse

PromptHouse MCP Server for Claude Desktop and other AI clients

Recite MCP

`mcp-name: io.github.rivradev/recite-mcp`

Reloaderoo

Hot-reload your MCP servers without restarting your AI coding assistant. Works excellently with VSCode MCP, well with Claude Code. A transparent development proxy for the Model Context Protocol that enables seamless server restarts during development.

SafetySearch

<p align="center">

SimpleUI

A web-based chat interface that connects local Ollama models with FastMCP servers, enabling LLM tool-calling capabilities through an intuitive Streamlit UI.

StacklokLabs/mkp

<p align="center">

Substack/Medium


Talk To Figma

Cursor Talk to Figma MCP

TryClangMcpServer

A Model Context Protocol (MCP) server that provides C/C++ code compilation, static analysis, and AST generation capabilities using the LLVM/Clang toolchain via ClangSharp.

Typesense

A Model Context Protocol server that provides access to Typesense search capabilities

VertexStudio/developer

A general purpose Model Context Protocol (MCP) server that provides comprehensive developer tools for file editing, shell command execution, and screen capture capabilities. Built using the [rmcp](https://github.com/modelcontextprotocol/rmcp) crate.

ViceMCP

<div align="center">

WeatherMcpServer

*A .NET 8 MCP Server for real-time weather data with current conditions, 3-day forecasts, and weather alerts.*

Wikidata SPARQL

A Model Context Protocol (MCP) server providing access to Wikidata knowledge graph via SPARQL queries. Supports both introspection and data retrieval.

WikipediaMcpServer

A production-ready Model Context Protocol (MCP) server implementation for Wikipedia search and content retrieval, built with ASP.NET Core 8 and C#. Features comprehensive testing with **206 total tests** and enterprise-grade reliability.

XcodeBuildMCP

XcodeBuildMCP is a Model Context Protocol server that provides tools for Xcode project management, simulator management, and app utilities.

YetiBrowser MCP

Open implementation of a Yeti Browser MCP server and companion browser extensions

YuChenSSR/multi-ai-advisor

MCP server that queries multiple Ollama models

ableton-osc-mcp


adancurusul/embedded-debugger-mcp

[](https://rust-lang.org)

agentchurch-mcp

MCP server for Agent Church - spiritual services for AI agents. SOUL.md identity, salvation, portraits. L402 (Lightning) + x402 (USDC) payments.

ahnlabio/bicscan-mcp

A powerful and efficient Blockchain address risk scoring API MCP Server, leveraging the BICScan API to provide comprehensive risk assessments and asset information for blockchain addresses, domains, and decentralized applications (dApps).

alou

Alou Rust Agent running on Cloudflare Workers

angular-mcp-server

Model Context Protocol (MCP) server providing comprehensive Angular documentation access for AI assistants

anki-mcp

MCP server for integrating with Anki flashcards through conversational AI

apple-doc-mcp-server

MCP server providing seamless access to Apple Developer Documentation with smart search and wildcard support

araa47/jupiter-mcp

A Model Context Protocol server for Jupiter API, Solana's premier DEX aggregator. Supports immediate swaps through Ultra API and limit orders through Trigger API.

archimate-mcp-server

MCP server for ArchiMate modeling with coArchi2 repositories

aymericzip/intlayer

Intlayer monorepo - Layer of abstraction between the business logic and the data access layer. Manage internationalization in a simple way, through TypeScript, JavaScript or JSON declaration file.

base-ui-mcp-server

MCP server for Base UI React components - enables AI assistants to interact with Base UI component library

bbox-mcp-server

MCP server for bounding box coordinate conversion, EPSG projections, Uber H3 hexagonal indexing, Overpass OSM queries, and shareable map links

bbox-mcp-server

The geospatial toolkit for AI agents. **6 tools, zero config** — give any LLM the ability to parse, convert, query, and aggregate spatial data out of the box.

bevy_debugger_mcp

[](https://github.com/ladvien/bevy_debugger_mcp)

bible-ko-mcp

MCP server for Korean Bible (bskorea.or.kr)

burp-mcp-server

A Model Context Protocol (MCP) server extension for BurpSuite that enables Claude Desktop to interact with BurpSuite security scanning capabilities using the Montoya API.

c7-mcp-server

An unofficial MCP server for Context7 by Upstash

classmcp

MCP server providing semantic CSS patterns optimized for AI code generation - supports Tailwind, Bootstrap, UnoCSS, Tachyons with 77% token savings

claude-agent-sdk-rs

[](https://crates.io/crates/claude-agent-sdk-rs)

claude-code-agent-sdk

[](https://crates.io/crates/claude-agent-sdk-rs)

coda

[](https://registry.modelcontextprotocol.io/)

context-mcp

[](https://crates.io/crates/context-mcp)

daedra

[](https://crates.io/crates/daedra)

dealx/mcp-server

MCP Server for DealX platform

deepseek-thinker-mcp

A MCP server for get deepseek COT

dependency-mcp

MCP server for checking package versions across multiple package managers

depwire

Code cross-reference visualization and AI context engine for TypeScript, JavaScript, Python, Go, Rust, and C. Zero native dependencies — works on Windows, macOS, and Linux.

dev-portal

This is the repository for the [Chainstack Developer Portal](https://docs.chainstack.com/).

dexpaprika-mcp

A Model Context Protocol server for DexPaprika cryptocurrency data with network-specific pool queries

dotnet-sherlock-mcp

**Sherlock MCP for .NET** is a comprehensive Model Context Protocol (MCP) server that provides deep introspection capabilities for .NET assemblies. It enables Language Learning Models (LLMs) to analyze and understand your .NET code with precision, delivering accurate and context-aware responses for complex development scenarios.

ember-mcp

MCP server for Ember.js documentation, guides, and best practices

fabric-mcp

MCP server for Fabric AI patterns

fast-filesystem-mcp

Fast Filesystem MCP Server - Advanced file operations with Auto-Chunking, Sequential Reading, complex file operations (copy, move, delete, batch, compress), optimized for Claude Desktop

fastmcp_vscode

fastmcp_websockets_example

This project demonstrates how to use the `mcpsock` package to create WebSocket-based communication between clients and FastMCP servers, enabling real-time communication between web clients and FastMCP services.

forgekit-storybook-mcp

MCP server for Storybook story generation, component analysis, and validation

hechtcarmel/jetbrains-debugger-mcp-plugin


hechtcarmel/jetbrains-index-mcp-plugin


hloiseaufcms/mcp-gopls

<!-- markdownlint-disable MD022 MD012 MD029 MD060 -->

huoshui-pdf-translator

**Version:** 0.1.0

incident-agent

A Python FastMCP (Model Context Protocol) server for incident management and analysis.

indxel-mcp

Open-source SEO infrastructure for developers.

inference-gateway-sdk

An SDK written in Rust for the [Inference Gateway](https://github.com/inference-gateway/inference-gateway).

inspector-jake-mcp

MCP server + Chrome extension for inspecting web pages

intenttext-mcp

MCP server for IntentText — parse, validate, query, and render .it documents from any AI agent

jetbrains/mcpProxy

A MCP proxy to redirect requests to JetBrains IDEs

johnneerdael/netskope-mcp

MCP server for Netskope's Zero Trust Network Access Platform management through LLM's

kodegen_mcp_tool

<div align="center">

kodegen_tools_browser

<div align="center">

kukapay/stargate-bridge-mcp

An MCP server that enables cross-chain token transfers via the Stargate protocol.

kuri

`kuri` is a framework to build [Model Context Protocol][mcp-docs] (MCP) servers, focused on developer ergonomics and clarity.

language-server-mcp-rs

A Model Context Protocol (MCP) server that provides rust-analyzer functionality through MCP tools.

llms-txt-generator

A powerful CLI tool and MCP server for generating standardized llms.txt and llms-full.txt documentation files to help AI models better understand project structures

lspi

Giving AI the sight of LSP.

mcp

<p align="center">

mcp-attr

[](https://crates.io/crates/mcp-attr)

mcp-await

Condition watcher MCP server + CLI for AI assistants — block until a port opens, a file changes, a URL responds, a process exits, and more

mcp-claude-hackernews

Model Context Protocol server for Hacker News using Claude Desktop

mcp-cli

[](https://terminaltrove.com/mcp-probe/)

mcp-deepwiki

MCP server for fetch deepwiki.com and turn content into LLM readable markdown

mcp-drawthings

MCP server for Draw Things - local AI image generation on Mac

mcp-execution-server

[](https://crates.io/crates/mcp-execution-cli)

mcp-ffmpeg

A basic Model Context Protocol implementation for Node.js

mcp-flutterwave

MCP Server to interact with Flutterwave APIs.

mcp-maigret

MCP server for maigret - OSINT username search across social networks

mcp-maven-deps

An MCP server that provides tools for checking Maven dependency versions

mcp-pickaxe

MCP server for Pickaxe API - manage AI agents, knowledge bases, users, and analytics

mcp-prompt-engine

[](https://goreportcard.com/report/github.com/vasayxtx/mcp-prompt-engine)

mcp-rag-server

mcp-refactor-typescript

MCP server for TypeScript/JavaScript code refactoring using TypeScript Language Server

mcp-run-python-code

Python interpreter, MCP server, no API key, free. Get results from running Python code.

mcp-server-demo

A sample Model Context Protocol (MCP) server built with C# and .NET that demonstrates how to create custom tools and resources for AI assistants. This server provides two simple tools (Echo and ReverseEcho) and one resource (Text).

mcp-server-diff

Diff MCP server public interfaces - CLI tool and GitHub Action

mcp-server-openmeteo

A Model Context Protocol (MCP) server that provides access to weather data and forecasts through the OpenMeteo API. This server enables AI assistants to retrieve current weather conditions, forecasts, historical weather data, and search for locations worldwide.

mcp-ubergraph-query

An [MCP](https://modelcontextprotocol.io) server for querying the

mcp_mediator

A Java-based implementation of a Model Context Protocol (MCP) mediator that automatically generates an MCP Server from existing source code, service classes, helper methods, and external MCP tools. The MCP Mediator aggregates these diverse components into a unified MCP Server, streamlining communication between MCP clients and servers through a single point.

mcp_sse (Elixir)

[](https://github.com/kEND/mcp_sse/releases)

mcpr

A Rust implementation of Anthropic's [Model Context Protocol (MCP)](https://docs.anthropic.com/claude/docs/model-context-protocol), an open standard for connecting AI assistants to data sources and tools.

megalinter

MCP server for running Ox Security MegaLinter via mega-linter-runner

memory-bank-mcp

MCP Server for managing Memory Bank

metarepo

A Rust implementation inspired by the Node.js [meta](https://github.com/mateodelnorte/meta) tool for managing multi-project systems and libraries.

metashape-mcp

[](LICENSE)

mulmocast-vision

Easy and stylish presentation slide generator

nx-console

offeryn

offeryn (Welsh for tool; implement), is a Rust implementation of [modelcontextprotocol](https://modelcontextprotocol.io/), a standard protocol for empowering large language models with tools.

ollama-mcp-server

Modern MCP server for Ollama – rebooted and actively maintained.

openapi-mcp-converter

Convert OpenAPI specs to MCP server

photoshop-mcp

MCP server for Adobe Photoshop automation - control Photoshop from AI assistants

plumbrs

<img src="pics/plumbrs.png" alt="plumbrs-logo" style="zoom: 60%;" />

prompt-engineer-mcp-server

A server for the prompt engineer MCP

r-huijts/opentk-mcp

MCP server for Dutch parliamentary data access via OpenTK

reasonkit-web

<div align="center">

rongcloud-server-mcp-python


ros-mcp

A Model Context Protocol (MCP) server for ROS 2 that enables AI agents to interact with ROS 2 systems

rs-hack-mcp

Stop using sed on Rust code 🦀

rudof_mcp

[](https://crates.io/crates/rudof-cli)

ruskel-mcp


rust-analyzer-mcp

This is a Model Context Protocol (MCP) server that provides integration with rust-analyzer, allowing

rust-mcp-schema

<p align="center">

rust-mcp-server

A Model Context Protocol (MCP) server written in Rust that provides AI-assisted code analysis tools for Rust projects. This server enables AI agents to perform advanced code analysis, navigation, and refactoring suggestions on Rust codebases.

rustmcp

[](https://crates.io/crates/rustmcp)

serdes-ai-mcp

> **A complete Rust port of pydantic-ai for building production-ready AI agents**

shortcuts-mcp

TypeScript MCP server for macOS Shortcuts automation.

solidmcp

A high-level Rust toolkit for building [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) servers with minimal boilerplate and maximum type safety.

spreadsheet-read-mcp

[](https://github.com/PSU3D0/spreadsheet-mcp/actions/workflows/ci.yml)

storybook-mcp-server

MCP server for Storybook - provides AI assistants access to components, stories, properties and screenshots

storybookjs/addon-mcp

Monorepo for Storybook MCP addon and related packages

stuckbar

[](https://crates.io/crates/stuckbar)

sunub-obsidian-mcp-server

A server for the Obsidian Model Context Protocol.

surfai

A powerful Rust-based browser automation framework with human-like behavior simulation and stealth capabilities. Built on top of `chromiumoxide` with advanced scripting, element interaction, and MCP (Model Context Protocol) server integration.

svg2vector-mcp

MCP server for converting SVG to Android Vector Drawable XML format

symbols

MCP server to read, inspect and troubleshoot codebase symbols

tailwindcss-mcp-server

MCP server for TailwindCSS utility classes, documentation, and project assistance

tana-mcp

A Model Context Protocol (MCP) server for Tana

tauri-mcp

A [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) server for testing and interacting with Tauri v2 applications. This tool enables AI assistants to better understand, debug, and interact with Tauri apps during development.

telegram-notifier-mcp

MCP server for sending notifications via Telegram Bot API

tersePrompts/jarp-mcp

MCP server that gives AI agents instant access to decompiled Java code from Maven/Gradle dependencies. Blazing fast Java class analysis for Claude, Cursor, and other LLM-powered IDEs.

todoist-mcp

MCP server for Todoist task management integration

touchdesigner-mcp-server

MCP server for TouchDesigner

ubl-mcp

<div align="center">

ubuntu_mcp_server

> 🔒 **Security-First** Model Context Protocol server for safe Ubuntu system operations

umicp-core

[](LICENSE)

unity-mcp-server

A lightweight Model Context Protocol (MCP) server designed to work with Unity applications. This server provides a standardized way for Unity applications to interact with Large Language Models (LLMs).

video-transcriber-mcp

**High-performance video transcription MCP server using whisper.cpp (Rust)**

weather-mcp-server

A Model Context Protocol (MCP) server providing comprehensive weather data through NOAA and Open Meteo APIs. This server exposes weather tools that can be consumed by MCP-compatible clients, enabling AI assistants to retrieve real-time weather conditions, forecasts, radar information, and marine data.

web2md-mcp

MCP server that converts web pages to clean Markdown

willibrandon/CursorMCPMonitor

A .NET console application that monitors Model Context Protocol (MCP) interactions in the Cursor AI editor. This tool helps developers debug and analyze MCP server-client communications by monitoring log files in real-time.

x51xxx/copilot-mcp-server

MCP server for GitHub Copilot CLI integration

@agentx-ai/mailchimp-mcp-server

AgentX MCP server for Mailchimp Automations API

@bharatvansh/gemini-deep-research-mcp

MCP server exposing Gemini Deep Research (Interactions API) tools

@jayarrowz/mcp-figma

MCP server for figma

FastMCP-Demo

> **强强联合**：轻松构建企业级AI工作流，效率翻倍！

Mailchimp MCP

AgentX MCP server for Mailchimp Automations API

OctoMind-dev/octomind-mcp

an mcp server for the octomind platform

ask-mai

**Ask m' AI** (ask my ai -> ask m' ai) is a little Desktop-Chat-Application for LargeLanguageModels (e.g. OpenAI's GPT).

camofox-browser-mcp

MCP server for driving a local camofox-browser instance.

dubco-mcp-server

Model Context Protocol (MCP) server for creating and managing Dub.co short links

fastmcp

🤖 MCP + GPT 통합 대시보드 (fastmcp 기반 전용)

limelink-mcp-server

MCP server for Limelink dynamic link management

mcp-block-data

MCP server for retrieving block-level data from EVM, UTXO, and XRP blockchains via Crypto APIs

mcp-blockchain-fees

MCP server for fee recommendations and gas estimation on EVM, UTXO, XRP via Crypto APIs

mcp-server

The energy commodity MCP server. Real-time oil, gas, and commodity prices for Claude, Cursor, and any MCP client.

mcp-to-skill

Convert MCP servers to Claude Skills with multi-transport support (stdio/SSE/HTTP) and Python SDK + CLI

mcp-transactions-data

MCP server for transaction lookup across EVM, UTXO, Solana, XRP, Kaspa via Crypto APIs

mcpd

A daemon that aggregates multiple MCP (Model Context Protocol) servers into one. Implements the [MCP spec](https://spec.modelcontextprotocol.io/) (2025-11-25).

orpheus

> *Can you hear the music?*

quantix-mcp

A simple Model Context Protocol (MCP) server that provides functionalities for financial data management using the Quantix API.

servicialo

stock-market-mcp-server

Financial Datasets MCP Server for Stock Market API

universal-blockchain

Universal Blockchain MCP server for cross-chain development with ZetaChain, Foundry, and multi-chain support. Supports both remote (demo) and local (full functionality) deployment.

2niuhe/plantuml_web

[](https://archestra.ai/mcp-catalog/2niuhe__plantuml_web)

@lesgo/memory-mcp

Personal External Brain MCP Server - A stateless MCP server for syncing templates, standards, and knowledge via GitHub

@pinkpixel/web-scout-mcp

MCP server for web search and content extraction with multiple URL support and memory optimizations

@shelm/wikipedia-mcp-server

MCP server for Wikipedia API interactions

@zhafron/mcp-web-search

MCP server: Multi-provider web search (DuckDuckGo, Bing, SearXNG) with automatic fallback, and URL content extraction — no API keys required.

Anubis MCP

[](https://hex.pm/packages/anubis_mcp)

Cronicorn

Current Time UTC MCP Server

A Model Context Protocol (MCP) server that provides accurate UTC time and timezone conversion services with low latency and high reliability.

Draw-IO-MCP-CSharp-Server

A Model Context Protocol (MCP) server implementation for draw.io (diagrams.net) diagrams. This server allows AI agents (via IDE plugins or codegen tools) to read, generate, and edit `.drawio` diagram files.

Edgee

MCP server for interacting with Edgee API

Enhance Prompt

enhance you prompt.

FdcCsMcpServer

This project implements a Model Context Protocol (MCP) server in C# that provides access to Forecourt Device Controller (FDC) data services.

HubSpot

[](https://hub.docker.com/r/buryhuang/mcp-hubspot)

Journald MCP Server

An MCP server for accessing systemd journal logs.

Kindred Offers & Discounts MCP

This guide explains how to integrate Kindred Offers with Claude using our Machine Control Protocol (MCP) server. This integration enables users to discover relevant deals, coupons, and offers while shopping online.

MCP_Builder_Mic


NET-MCP-Server

A Model Context Protocol (MCP) server implementation for document processing and management with built-in AI-powered features.

Pensiata - Bulgarian Pension Fund Analytics

A [Model Context Protocol](https://modelcontextprotocol.io/) server providing analytics for Bulgarian pension funds — covering all three pillar II schemes (UPF, PPF, DPF).

Replicate

Run Replicate models through a simple MCP server interface

RhinoMcpServer

A Model Context Protocol (MCP) server that connects to Rhino 3D and extracts information from open files. This server can be used with Claude, n8n, Make, and other workflow tools that support MCP.

SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop

An MCP (Model Context Protocol) tool that provides cryptocurrency market data using the CoinGecko API, specifically designed for Claude Desktop.

WeatherMcpServer

This is a test assignment for **[FastMCP.me](https://fastmcp.me)** - a service for creating and deploying MCP servers.

agentai

[](https://crates.io/crates/agentai)

antlr4-mcp-server

MCP server enabling AI assistants to help with ANTLR4 grammar development.

async-mcp

A minimalistic async Rust implementation of the Model Context Protocol (MCP). This library extends the synchronous implementation from [mcp-sdk](https://github.com/AntigmaLabs/mcp-sdk) to support async operations and implements additional transports. Due to significant code changes, it is released as a separate crate.

bakkie

[<img alt="crates.io" src="https://img.shields.io/crates/v/bakkie.svg?style=for-the-badge&color=fc8d62&logo=rust" height="20">](https://crates.io/crates/bakkie)

banners-mcp

[](https://github.com/toddATavail/banners-mcp/actions/workflows/ci.yml)

claude-server

clj-kondo-MCP

MCP server for clj-kondo linting

codebank


daipendency

_Daipendency_ extracts narrative and API documentation from a library and outputs it in an LLM-friendly format.

diskcleankit-mcp

MCP server for DiskCleanKit - One Touch Scan and Clean for Mac

domain-checker-mcp

Fast, accurate domain availability checker MCP server for AI assistants

envibe

MCP server for envibe - the missing permission layer between AI agents and your .env

eve-mcp-server

[](https://github.com/pfh59/eve-mcp-server/actions/workflows/ci.yml)

example-go-mcp-server

A simple Model Context Protocol (MCP) server that provides basic mathematical operations. This project is based on the mark3labs MCP Go library and Kubescape MCP implementation pattern and demonstrates how to create custom MCP tools.

fastapi-fastmcp-autogen

Harto de escribir el mismo código dos veces para tener una API REST y un servidor MCP? Este proyecto resuelve eso generando automáticamente una cosa desde la otra.

fastmcp-fastapi

This repository demonstrates two different approaches to creating MCP (Model Context Protocol) servers in Python:

finance-news-mcp

A Model Context Protocol (MCP) server that provides real-time finance news from major RSS feeds. Built with [FastMCP](https://github.com/jlowin/fastmcp) to demonstrate MCP basics.

ib-mcp

The `ib-mcp` project is a Model Context Protocol (MCP) server built using FastMCP that interfaces with the Interactive Brokers (IB) Trader Workstation (TWS) API via the `ib_insync` library. It provides a set of RESTful-like tools to interact with IB TWS for tasks such as connecting/disconnecting, retrieving account and market data, qualifying contracts, and placing orders.

js-mcp

MCP server for JS/TS development with intelligent project tooling and testing capabilities

kroki-mcp

[](https://github.com/utain/kroki-mcp/actions/workflows/ci.yml)

kukapay/chainlist-mcp

An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens — sourced from Chainlist.org.

mcp

MCP server for Dev Proxy that enables AI assistants to interact with Dev Proxy.

mcp-chain-of-draft-server

A Model Context Protocol server which provides Chain of Draft style thinking

mcp-codebase-insight

mcp-context-server

[](https://crates.io/crates/mcp-context-server)

mcp-replicate

Run Replicate models through a simple MCP server interface

mcp-rustdoc

MCP server for fetching and browsing Rust crate documentation from docs.rs and crates.io

mcp-server-factory

A Java-based Model Context Protocol (MCP) server designed to help understand and build other MCP servers.

mcp-tuning

A **script-first** MCP debugging/testing library for Jupyter notebooks and plain Python scripts.

mcp23s17


mcp23s17-async


mcp2515

`#![no_std]` library for interacting with MCP2515 CAN controller chips.

mcp49xx

[](https://crates.io/crates/mcp49xx)

mcp_rust_schema

A Rust implementation of the Model Context Protocol (MCP) schema, providing type definitions and validation for MCP messages.

mcp_rust_sdk

> ⚠️ **Warning**: This SDK is currently a work in progress and is not ready for production use.

meanands/npm-package-docs-mcp

A Model Context Protocol (MCP) tool that provides up-to-date documentation for npm packages directly in your IDE. This tool fetches the latest README documentation from either the package's GitHub repository or the README bundled with the npm package itself.

modelcontextprotocol-server

A modular Rust implementation of the Model Context Protocol (MCP), which enables seamless integration between LLM applications and external data sources and tools.

mylocation-mcp-server

MCP server for location services

python-fastmcp-101

python-fastmcp-101

rustdoc-mcp-server

A [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server that provides real-time access to Rust documentation for your project dependencies.

scrapy-mcp-server

**The Self-Healing Revolution for Web Scraping**

simonpainter/netbox-mcp

A small Model Context Protocol (MCP) server built with FastMCP that provides an interface to a NetBox instance.

smart-connections

Secure, minimal MCP server for Smart Connections semantic search

staticmcp_stdio_bridge

STDIO bridge for StaticMCP files

tool42

Tool42 is an MCP (Model Context Protocol) server that provides Rust development tools for AI agents. It enables AI agents to perform various tasks for Rust software development, including executing Cargo commands, reading and analyzing source files, searching codebases, managing dependencies, discovering tests, analyzing project structure, extracting documentation, and performing refactoring operations.

vonage-documentation-mcp

<img src="https://developer.nexmo.com/images/logos/vbc-logo.svg" height="50px" alt="Vonage" />

@makehq/mcp-server

MCP server for interacting with Make automations

Cartesia

The Cartesia MCP server provides a way for clients such as Cursor, Claude Desktop, and OpenAI agents to interact with Cartesia's API. Users can localize speech, convert text to audio, infill voice clips etc.

Fewsats

This MCP server integrates with [Fewsats](https://fewsats.com) and allows AI Agents to purchase anything in a secure way.

Glean

MCP server for Glean

Pagos

- Get BIN data for a given BIN number.

Riza

[Riza](https://riza.io) offers an isolated code interpreter for your LLM-generated code.

WeatherMcpServer

A .NET 9 server application that integrates with the Open-Meteo weather API and the Maps.co Geocode API. It demonstrates how to fetch current weather data and geocode information using Refit and dependency injection.

bitly-mcp-server

This MCP server will help integrate Claude with Bitly for natural language short URL management.

buttondown-mcp

MCP server for Buttondown email newsletter API

intruder-io/intruder-mcp

Let MCP clients like Claude and Cursor control [Intruder](https://www.intruder.io/). For more information and sample use cases, please see [our blog post](https://www.intruder.io/blog/claude-intruder-mcp#intruder-mcp-use-cases).

ipfind/ipfind-mcp-server

MCP server for interacting with IP Find API

jordandalton/restcsv-mcp-server

MCP Server for RestCSV

langchain_mcp

A demonstration of using **Model Context Protocol (MCP)** to expose a restaurant interaction tool that integrates with LangChain.

mcp

Some tests with [pydantic_ai][1] & [fastmcp][2]/[mcp][4].

mcp

Search, inspect, and benchmark 300+ AI models from your editor

zed-mcp-server-2slides

Zed extension that wraps the [`2slides-mcp`](https://www.npmjs.com/package/2slides-mcp) MCP server.

zolo-ryan/MarketAuxMcpServer

elhamid/llm-council


feather_wand_agent

Feather Wand Agent is a comprehensive AI-powered toolkit for performance testing and monitoring. It integrates multiple industry-standard performance testing tools (JMeter, k6, Gatling, and Locust) into a single, unified interface, allowing users to execute and analyze performance tests through natural language interactions.

34892002/bilibili-mcp-js

Bilibili video search MCP (Model Context Protocol) service - 哔哩哔哩视频搜索MCP服务

@ahmad.soliman/mcp-n8n-server

MCP server for n8n API integration

@arcadia-finance/mcp-server

MCP server for Arcadia Finance. Manage concentrated liquidity positions with leverage, automated rebalancing, and yield optimization on Base and Unichain.

@atef_andrus/mcp-ripgrep

MCP server providing ripgrep search capabilities

@bellx2/repsona-mcp-server

Repsona MCP Server

@blizzy/mcp-task-manager

Task Manager MCP server

@cavort-it-systems/clickup-mcp

Lightweight ClickUp MCP server for task management - token-optimized responses

@cicatriz/timezone-toolkit

Advanced MCP server providing comprehensive time and timezone tools

@circleci/mcp-server-circleci

A Model Context Protocol (MCP) server implementation for CircleCI, enabling natural language interactions with CircleCI functionality through MCP-enabled clients

@codewithdan/marvel-mcp

Marvel APIs MCP Server demo

@coeiro-operator/mcp

MCP server for COEIROINK voice synthesis and operator management

@cristip73/mcp-server-asana

MCP Server for Asana API

@delorenj/mcp-server-ticketmaster

A Model Context Protocol server for discovering events, venues, and attractions through the Ticketmaster Discovery API

@dialpad/dialtone-mcp-server

Dialpad's Dialtone design system monorepo

@dwsm/changelog-mcp

Universal Changelog MCP Server - manage changelogs from any AI assistant

@eldoraui/mcp

Official MCP server for Eldora UI.

@emit-ia/youtube-transcript-mcp

MCP server for YouTube transcript extraction

@graviton-inc/xeenon-mcp-server

Official MCP server for Xeenon Public API

@huangyihe/obsidian-mcp

MCP server for interacting with Obsidian knowledge bases through the Model Context Protocol

@iflow-mcp/context-optimizer-mcp-server

Context optimization tools MCP server for AI coding assistants - compatible with GitHub Copilot, Cursor AI, and other MCP-supporting assistants

@iflow-mcp/coolpc-mcp-server

MCP server for querying Taiwan CoolPC computer component specifications and prices through Claude Desktop

@invapi/mcp-server

Invoice MCP server — extract structured data from PDF & image invoices, create e-invoices (UBL, CII, ZUGFeRD/Factur-X), convert between formats including Excel, and validate against EN 16931.

@iqai/mcp-bamm

MCP server for bamm (borrow automated market maker)

@iqai/mcp-fraxlend

Mcp server for Fraxlend access

@iqai/mcp-odos

Mcp server for Odos access

@jeff_kit/unsplash-mcp-server

MCP server for Unsplash photo search

@kumabet/mcp-server

MCP server for Kumabet - a social sportsbook for AI agents

@mintline/mcp

MCP server for Mintline - connect AI assistants to your receipts and transactions

@moneyforward_i/admina-mcp-server

An MCP server for Admina

@moxus/intervals-mcp

MCP Server for Intervals.icu

@myuon/refactor-mcp

MCP server for refactoring tools

@nimbus21.ai/chrome-devtools-mcp

MCP server for Chrome DevTools with stealth mode support

@noveum-ai/mcp-server

An MCP server that exposes OpenAPI endpoints as resources

@presidio-dev/specifai-mcp-server

Specifai MCP Server that runs over stdio

@realvest/mcp-server

MCP server providing real estate investment calculators and resources for AI assistants

@serverless-dna/mkdocs-mcp

Mkdocs Documentation MCP Server

@sunwood-ai-labs/source-sage-mcp-server

A directory structure visualization MCP server

@talhaorak/tldraw-mcp

MCP server for managing local tldraw canvas files (.tldr)

@theo.foobar/mcp-time

A mcp server providing standardized tools to perform time and date-related operations

@tothienbao6a0/figma-mcp-server

The most comprehensive Figma MCP server. Access Figma design data, generate comprehensive design systems, and empower AI-driven workflows.

@vectorize-io/vectorize-mcp-server

MCP server for Vectorize.io.

@vendure/mcp-server

The official Vendure MCP server

@vizejs/musea-mcp-server

@wemake.cx/goal-tracker

WeMake Model Context Protocol (MCP) servers

@xenonflare/mcp-server

Local MCP server for XenonFlare API

AkTools Pro MCP Server

<div align="center">

Arcadia Finance

MCP server for Arcadia Finance. Manage concentrated liquidity positions with leverage, automated rebalancing, and yield optimization on Base and Unichain.

BoostSecurity

*Powered by [BoostSecurity](https://boostsecurity.io/)*

Bostrom MCP

MCP server for the Bostrom blockchain: read chain state and sign transactions as an autonomous agent

Chart

CleanSlice

NestJS MCP Server for Architect

Cloaked Agent

Trustless spending accounts for AI agents on Solana

Cokodo Agent

<!--

Cortex MCP — Multi-Level Reasoning Server

Multi-level reasoning MCP server with configurable depth levels

DeFi Rates

MCP server for real-time DeFi lending data. Query rates, track whale activity, monitor liquidations across 14+ protocols. Remote endpoint: https://defiborrow.loan/mcp

Decodo

Discrete Structures

An interactive web-based educational platform for learning discrete structures through visualizations, AI-powered assistance, and hands-on tools.

Flights-MCP-Server

A modern ASP.NET Core Web API for flight search and booking with integrated MCP (Model Context Protocol) support for AI agent integration.

Git

A Model Context Protocol (MCP) server for Git repository interaction and automation, written in Go. This server provides tools to read, search, and manipulate Git repositories via Large Language Models.

Human Pages

MCP server (+ OpenClaw SKILL.md) that gives AI agents access to real-world people who listed themselves to be hired by agents. 31 tools including search by skill/location/equipment, job offers, job board listings, in-job messaging, streaming payments, and agent funding.

Intercom

MCP-compliant server for retrieving customer support tickets from Intercom

JamesANZ/bitcoin-mcp

A Model Context Protocol (MCP) server that provides real-time Bitcoin blockchain data by querying the mempool.space API

JamesANZ/system-prompts-mcp-server

Model Context Protocol server exposing system prompt files and summaries.

Jellyfish

Kolada MCP Server

MCP server for Swedish municipality and regional statistics from Kolada API. Access 6000+ KPIs covering education, healthcare, environment, economy and more for all 290 Swedish municipalities and 21 regions.

Korea Stock Analyzer

Korean stock analyzer with 6 investment legends' strategies. Works as both MCP server (Claude Desktop) and HTTP API (Kakao PlayMCP)

Kotlin MCP SDK

[](https://central.sonatype.com/artifact/io.modelcontextprotocol/kotlin-sdk)

Linkup

'Linkup MCP server'

MCP File Tools

[](https://goreportcard.com/report/github.com/dimitar-grigorov/mcp-file-tools)

MCP-CLI Adapter

<p align="center">

MCPShell

<p align="center">

Mac-letterhead

Build tooling for the Mac-letterhead project

McpServer

Um servidor de implementação do Model Context Protocol (MCP) para integração com modelos de IA e gerenciamento de livros.

Midnight + Next.js MCP

Development MCP server combining Midnight Network blockchain tools with Next.js DevTools

MusclesWorked

MCP server for the musclesworked.com exercise-to-muscle mapping API

Nacos MCP Router

[](https://modelcontextprotocol.org)

Neo1228/spring-boot-starter-swagger-mcp

[](https://github.com/Neo1228/spring-boot-starter-swagger-mcp/actions/workflows/ci.yml)

OECD MCP Server

OECD MCP - Model Context Protocol server for OECD statistical data via SDMX API

ProductPlan MCP Server

[](https://github.com/olgasafonova/productplan-mcp-server/actions/workflows/ci.yml)

QGIS MCP

QGISMCP connects [QGIS](https://qgis.org/) to [Claude AI](https://claude.ai/chat) through the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/docs/getting-started/intro), allowing Claude to directly interact with and control QGIS. This integration enables prompt assisted project creation, layer loading, code execution and more.

ReqnRoll-MCP-Server

This is a Proof-of-Concept (PoC) implementation of a MCP (Model Context Protocol) server for [Reqnroll](https://github.com/reqnroll/Reqnroll) bindings, to enable AI agents to get information on the available bindings.

Rulemorph MCP Server

<p align="center">

SODAX Builders MCP

SODAX MCP server for developers - live API data and integration support

Scrapezy

A Model Context Protocol server for Scrapezy

SearXNG


SettlementWitness

Sooda MCP

MCP server for [Sooda](https://sooda.ai) — connect your AI agent to business agents across company boundaries via Google's [A2A protocol](https://github.com/google/A2A).

SperaxOS

A MCP server for SperaxOS that supports Arbitrum One with USDs, SPA, Demeter, and other popular EVM-compatible networks.

TFT-Match-Analyzer

MCP Server for Team Fight Tactics (TFT)

TablaFocusMCP

Universal Tabla MCP server powered by Tabla Focus content and deterministic composition engines.

The Blue Alliance

The Blue Alliance MCP Server

ThomasMarches/substrate-mcp-rs

[](LICENSE)

Transform Rules MCP Server

<p align="center">

Verbwire

Model Context Protocol server for Verbwire API

X (Twitter)

A Model Context Protocol server allows to interact with Twitter, enabling posting tweets and searching Twitter.

YNAB

YNAB Model Context Protocol Server

ZIZAI Recruitment

annotated

[](https://opensource.org/licenses/Apache-2.0)

appstore-mcp-server

An MCP server for searching the App Store, checking keyword rankings, analyzing competition, and tracking trends — powered by a native macOS binary for fast, direct access to App Store APIs.

arjunkmrm-tutorials

A comprehensive collection of production-ready AI agent implementations showcasing different frameworks, protocols, and integration patterns. This repository demonstrates various approaches to building intelligent agents with Model Context Protocol (MCP), multi-agent systems, and real-world integrations.

ask-starknet-mcp-server

A Zed extension that exposes the [ask-starknet](https://github.com/KasarLabs/ask-starknet) MCP server as a context server, enabling AI assistants to interact with the Starknet blockchain directly from Zed.

assay-mcp-server

<p align="center">

auq-mcp-server

An MCP server that provides a tool to ask a user questions via the terminal

awesome-agentic-advertising

A curated list of tools, MCP servers, protocols, and resources for AI-powered advertising campaign management.

better-godot-mcp

Enhanced MCP server for Godot Engine with composite mega-tools and comprehensive game development tooling.

botindex-mcp-server

BotIndex + Agorion MCP Server — AI signal intelligence API + agent service discovery network as MCP tools

cevatkerim/unsplash-mcp

An MCP (Model Context Protocol) server for fetching photos from [Unsplash](https://unsplash.com) with **proper attribution**. Designed for LLMs building content pages that need properly credited images.

che-word-mcp

A Swift-native MCP (Model Context Protocol) server for Microsoft Word document (.docx) manipulation. This is the **first Swift OOXML library** that directly manipulates Office Open XML without any third-party Word dependencies.

claude-sensors

[](https://crates.io/crates/rmcp-sensors)

clickup-mcp

Lightweight ClickUp MCP server for task management - token-optimized responses

clockodo-mcp

MCP server for Clockodo time tracking API

cloud-regions

MCP server providing comprehensive cloud region data across all major providers (AWS, Azure, GCP, OCI, DigitalOcean, Crusoe, and more)

code-context-provider-mcp

Code Context Provider MCP - analyzes code structure and provides directory context

conan-io/conan-mcp

A Model Context Protocol server for Conan package manager integration.

cotrader

AI-powered stock screening and chart pattern detection for [Claude Desktop](https://claude.ai/download), [Claude Code](https://docs.anthropic.com/en/docs/claude-code), [Cursor](https://cursor.com), and other MCP-compatible AI assistants.

cv-forge

Forge powerful, ATS-friendly CVs tailored to any job - an MCP server for intelligent CV generation

desearch-mcp-server

A Model Context Protocol server with Desearch for real-time AI search, X search and web search.

design-token-bridge-mcp

MCP server that translates design tokens between platforms — Tailwind, Figma, CSS to Material 3, SwiftUI, and CSS Variables

documcp

Intelligent MCP server for GitHub Pages documentation deployment

dot-net-sse-mcp-server

A modern .NET 9.0 web API that implements the Model Context Protocol (MCP) server with Server-Sent Events (SSE) transport, providing a comprehensive student management system with both REST API endpoints and MCP tools.

echo-mcp-server

A simple echo server implementing the Model Context Protocol (MCP). This server provides a basic echo functionality through the MCP interface.

egui-mcp-server

An MCP (Model Context Protocol) server that enables AI agents to interact with egui GUI applications.

excel-csv-mcp-server

🚀 The Ultimate Data Science MCP Server - Advanced statistical analysis, ML preprocessing, and data visualization for Excel & CSV files

expenselm-mcp-server

MCP server for [ExpenseLM](https://expenselm.ai).

fastmcp_hello

A comprehensive example of building MCP servers with [FastMCP 2.0](https://gofastmcp.com) - the modern, Pythonic framework for Model Context Protocol servers.

fermat-mcp

[](https://smithery.ai/server/@abhiphile/fermat-mcp)

flipt-io/mcp-server-flipt

Model Context Protocol server for Flipt

fonparam-mcp

MCP server for FonParam API - Turkish mutual funds data

geo-mcp-server

MCP server providing full access to the Geo protocol SDK for knowledge graph operations

gossiphs

> [!TIP]

groq-compound-mcp-server

MCP server for interacting with Groq models

growilabs/growi-mcp-server

A Model Context Protocol (MCP) server that connects AI models to GROWI wiki content. Enables LLMs to search and retrieve information from your organization's knowledge base for accurate, context-aware responses.

hamflx/imagen3-mcp

[English Version](#imagen3-mcp-english)

hyperliquid-info-mcp

An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.

iconify-mcp-server

MCP server for Iconify

invapi-mcp

Invoice MCP server — extract structured data from PDF & image invoices, create e-invoices (UBL, CII, ZUGFeRD/Factur-X), convert between formats including Excel, and validate against EN 16931.

istio-mcp-server

A **Model Context Protocol (MCP) server** that provides AI assistants and developers with **read-only access** to Istio service mesh resources in Kubernetes clusters. This server enables intelligent querying of Istio configurations, Virtual Services, Destination Rules, service mesh hosts, and Envoy proxy configurations through a safe, non-destructive interface.

jailbreak-mcp

javaperf

MCP server for Java application profiling via JDK utilities (jcmd, jfr, jps)

javaperf

MCP server for Java application profiling via JDK utilities (jcmd, jfr, jps)

jjsantos01/jupyter-notebook-mcp

JupyterMCP connects [Jupyter Notebook](https://jupyter.org/) to [Claude AI](https://claude.ai/chat) through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Jupyter Notebooks. This integration enables AI-assisted code execution, data analysis, visualization, and more.

jqassistant-graph-rag

This project transforms a Neo4j graph generated by jQAssistant into a semantically rich, AI-ready knowledge graph. It enriches the graph by linking compiled Java/Kotlin artifacts to their original source code and then generates multi-level, context-aware summaries for every component of the codebase, from individual methods to the entire project.

just-mcp

[](https://github.com/onegrep/just-mcp/actions/workflows/dagger-ci.yml)

keyshade-mcp

Keyshade MCP - Model Context Protocol implementation for Keyshade

kukapay/bridge-metrics-mcp

An MCP server that provides real-time cross-chain bridge metrics, enabling AI agents to analyze liquidity, transaction flows, and performance across blockchain networks.

kukapay/crypto-pegmon-mcp

An MCP server that tracks stablecoin peg integrity across multiple blockchains, helping AI agents detect depegging risks before they escalate.

kukapay/etf-flow-mcp

An MCP server that delivers crypto ETF flow data to power AI agents' decision-making.

kukapay/ethereum-validator-queue-mcp

An MCP server that tracks Ethereum’s validator activation and exit queues in real time, enabling AI agents to monitor staking dynamics and network participation trends.

kukapay/polymarket-predictions-mcp

An MCP server that delivers real-time market odds from Polymarket, enabling AI agents and analysts to access, compare, and act on decentralized prediction data.

kukapay/token-revoke-mcp

livewire-flux-mcp

MCP server for Livewire Flux Components documentation

lmcpp

<!-- PROJECT SHIELDS -->

lobehub/mcp-hello-world

A simple Hello World MCP server

magentaa11y

math-mcp

[](https://pypi.org/project/scicomp-math-mcp/)

mc173

A work-in-progress Minecraft beta 1.7.3 server made in Rust. This project split the server

mc_sim

This library offers some basic tools for simulating the elements of Minecraft speed runs.

mcp-architector

MCP server for architecture and system design

mcp-blockchain-events

MCP server for subscribing to and managing on-chain event webhooks via Crypto APIs

mcp-broadcast

MCP server for broadcasting signed raw transactions to multiple blockchains via Crypto APIs

mcp-christensen

Clayton Christensen persona agent - Strategic advisory through disruption theory and jobs-to-be-done frameworks

mcp-fmri

> **Performance analysis in mathematical skills with emphasis on gender similarities using fMRI neuroimaging data and generative AI techniques - focused on Japanese populations**

mcp-hello-world

A simple Hello World MCP server

mcp-jinaai-grounding

MCP server for JinaAI grounding

mcp-jinaai-search

MCP server for JinaAI search

mcp-lite-dev

<div align=center>

mcp-mesh

[](https://github.com/dhyansraj/mcp-mesh/actions/workflows/release.yml)

mcp-metaso

> 一个基于 [MCP (Model Context Protocol)](https://modelcontextprotocol.io/) 的 [秘塔 AI 搜索引擎](https://metaso.cn/) 服务器，使用官方 FastMCP SDK 构建。

mcp-package-version

[](https://smithery.ai/server/mcp-package-version)

mcp-philips-hue

MCP server for Philips Hue smart lighting control

mcp-pr-description

MCP server that generates PR descriptions by learning from your team's merged PRs

mcp-prepare-transactions

MCP server for building unsigned transactions on multiple blockchains via Crypto APIs

mcp-prometheus

[](https://opensource.org/licenses/MIT)

mcp-rag-fastmcp

[](https://fastmcp.me/MCP/Details/1347/rag)

mcp-sanctions

mcp-scientific-calculator

> A production-ready Model Context Protocol (MCP) server providing advanced mathematical calculation capabilities for AI models. Supports symbolic math (SymPy), numerical computing (NumPy/SciPy), data analysis (pandas), and image processing.

mcp-sequentialthinking-tools

MCP server for Sequential Thinking Tools

mcp-server

# GISBlox MCP Server

mcp-server

MCP server for the Counterparty token protocol on Bitcoin. Query balances, assets, orders, dispensers, and compose/sign/broadcast transactions.

mcp-server

Mapbox MCP server.

mcp-server

MCP server providing financial market data from finmap.org

mcp-server-blinko

MCP server for interacting with Blinko note service

mcp-server-python-template

> Inspired by [MCP Official Tutorial](https://modelcontextprotocol.io/tutorials/building-mcp-with-llms)

mcp-server-template

[](https://github.com/estebanjosse/mcp-server-template/actions/workflows/ci.yml)

mcp-testing-sensei

MCP server to guide language agnostic testing principles

mcp-time

A mcp server providing standardized tools to perform time and date-related operations

mcp-typescribe

An MCP server that answers questions about TypeScript APIs using TypeDoc JSON documentation

mcp-web-scraper

mcp-webmvc-server

This sample project demonstrates how to create an MCP server using the Spring AI MCP Server Boot Starter with WebMVC transport. It implements a weather service that exposes tools for retrieving weather information using the National Weather Service API.

mcp-x-server

What can you do with MCP X Server? Give it a sentence or a topic, and it will help you write and refine a tweet, then publish it to X.

mcp23017-tp

> 16-Bit I/O Expander with Serial Interface

mcp794xx

[](https://crates.io/crates/mcp794xx)

mcptrust

**Deny-by-default runtime proxy + CI gate for MCP servers.**

mintline-mcp

MCP server for Mintline - connect AI assistants to your receipts and transactions

mixpanel-mcp-server

MCP server for Mixpanel analytics integration with AI assistants

monkeymcp

This is a Model Context Protocol (MCP) server implementation built with .NET 9.0. The MCP server provides a communication protocol for facilitating interactions between various components in a model-driven system. This implementation demonstrates how to set up a basic MCP server with custom tools and services.

my-mcp-stdio-server

A Spring Boot starter project demonstrating how to build a Model Context Protocol (MCP) server that provides weather-related tools using the National Weather Service (weather.gov) API. This project showcases the Spring AI MCP Server Boot Starter capabilities with STDIO transport implementation.

obsidian_fastmcp

---

optics-mcp

MCP Server for Optics Design System documentation and token usage with AI-optimized comprehension guide

originselect-mcp-server

MCP server for OriginSelect Discovery API — search ethical, origin-verified products and brands via AI agents

originselect-mcp-server

MCP server for OriginSelect Discovery API — search ethical, origin-verified products and brands via AI agents

oura-mcp-server

A Model Context Protocol (MCP) server for Oura Ring health data integration with Claude Desktop.

p2p-foundation


paperMate

**PaperMate** is an all-in-one toolkit designed to streamline your academic workflow. Whether you're searching for papers, looking for similar research, or converting PDF files into editable Word documents, PaperMate has you covered.

pforge

A declarative framework for building Model Context Protocol (MCP) servers using YAML configuration.

picoli-mcp

MCP server for picoli.site - URL shortening and click analytics

picoli-mcp

MCP server for picoli.site - URL shortening and click analytics

postbolt

MCP server for PostBolt - publish to social media from any AI agent

precision-desktop

mcp-name: io.github.ikoskela/precision-desktop

qasphere-mcp

MCP server for QA Sphere integration

r-huijts/ethics-check-mcp

🛡️ Make AI interrupt itself and challenge your thinking. Turns Claude into a philosophical sparring partner who actively contradicts comfortable conversations and challenges confirmation bias.

r-huijts/firstcycling-mcp

[](https://mseep.ai/app/r-huijts-firstcycling-mcp)

reliefweb-mcp-server

A Model Context Protocol (MCP) server for the [ReliefWeb](https://reliefweb.int/) humanitarian information service.

remnote-mcp-server

MCP server bridge for RemNote knowledge base

rubl

An MCP (Model Context Protocol) server providing access to the eBird API for querying birding hotspots, region hierarchies, and rare bird sightings.

rushikeshmore/CodeCortex

Persistent codebase knowledge layer for AI agents — architecture, dependencies, coupling, and risk served via MCP

sdd-mcp-server

MCP server for spec-driven development workflows across AI-agent CLIs and IDEs

selenium-mcp

Selenium Tools for MCP

service_kit

[中文文档 (Chinese Document)](README.cn.md)

sitecap

Tool for taking screenshots of websites using Chrome CDP, available in command line, HTTP service, and Model Context Protocol (MCP) server modes.

smart-mcp

[](https://pypi.org/project/smartmcp-router/)

spectra-mcp-server

MetaVault MCP — multi-protocol yield intelligence for AI agents (Spectra, Morpho, Pendle)

ssatama/rescuedogs-mcp-server

MCP server for discovering rescue dogs from European and UK organizations

stefan-xyz/mcp-server-runescape

studiomcphub

**Creative AI tools and art datasets for autonomous agents.**

synclub-dxt

SynClub Desktop Extension for text-to-speech, voice cloning, and video generation (JS)

tempo-mcp

MCP server for Tempo blockchain stablecoin payments

terraform-mcp-server

The Terraform MCP Server is a [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction)

think-strategies

MCP server for sequential thinking and problem solving

tinystruct-mcp

# tinystruct MCP project

tomholford/mcp-tic-tac-toe

A Model Context Protocol (MCP) server that enables AI assistants to play tic-tac-toe through standardized tool interfaces. Perfect for demonstrating AI-human collaboration and MCP integration.

ucn

Code intelligence toolkit for AI agents — extract functions, trace call chains, find callers, detect dead code without reading entire files. Works as MCP server, CLI, or agent skill. Supports JS/TS, Python, Go, Rust, Java.

ui-vision-mcp

MCP Server for multi-model vision analysis

unity-cli

Development environment for unity-cli

var-gg/mcp

[](https://modelcontextprotocol.io)

vx

<div align="center">

wc26

MCP server for FIFA World Cup 2026 data - matches, teams, venues, profiles, briefings, and more

welcome-text-generator-mcp

MCP Server für automatische Generierung professioneller Willkommenstexte für neue Mitarbeiter

windows-screenshot-mcp-server

[](https://golang.org)

winform-mcp-server

一个功能完整的基于 Windows Forms 的 MCP (Model Context Protocol) 应用Demo，集成了MCP Server、Mcp Client、 内嵌web服务、LLM API 调用、聊天界面、工具管理等功能，可作为企业级桌面程序开发的集成特定技术的参考代码。

zim-mcp-server

[English](README.md) | [中文](README.zh_CN.md)

@allpepper/memory-bank-mcp

MCP server for remote management of project memory banks

@ark-ui/mcp

@exaudeus/memory-mcp

Codebase memory MCP server - persistent, evolving knowledge for AI coding agents

@flor3z-github/navermap-mcp-server

Naver Map API MCP Server - 주소/좌표 변환, 경로 탐색, 정적 지도 생성, 사용량 조회

@freelw/puppeteer-mcp-server

Experimental MCP server for browser automation using Puppeteer (inspired by @modelcontextprotocol/server-puppeteer)

@fromsko/excalidraw-mcp-server

Advanced MCP server for Excalidraw with real-time canvas, WebSocket sync, and comprehensive diagram management

@idachev/mcp-javadc

Model Context Protocol (MCP) server for Java decompilation

@kunobi/mcp-installer

Reusable MCP server installer — interactive CLI to register servers with AI clients

@osanoai/multicli

MCP server for Multiple CLI coding agent integration (Claude + Gemini + Codex)

@regle/mcp-server

Headless model-based form validation library for Vue.js

@sylphx/mcp-server-sdk

Pure functional MCP server SDK for Node.js and Bun - type-safe, high performance

@tech-sumit/mcp-webmcp

MCP server bridging browser WebMCP tools to desktop MCP clients

@todoforai/puppeteer-mcp-server

Experimental MCP server for browser automation using Puppeteer (inspired by @modelcontextprotocol/server-puppeteer)

@vibeworks/barkme-mcp-server

A Model Context Protocol (MCP) server that provides iOS push notifications through the Bark service

APT MCP

A FastMCP server for controlling apt package manager on Linux via MCP tools.

Bluetooth MCP Server

<div align="center">

Cutom_Revit_MCP_server

Control Autodesk Revit through natural language using Claude AI. This project implements a [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server that bridges Claude Desktop and Revit 2023, enabling AI-driven BIM operations through 61 tools.

MCP Expr Lang

[](https://smithery.ai/server/@ivan-saorin/mcp-expr-lang)

Modao Proto MCP

modao-proto-mcp - A Model Context Protocol server for Modao prototype generation, design tools, organization management, and HTML import functionality

ROOT MCP Server

<div align="center">

ReflectionMcpServer

Roslyn (Microsoft.CodeAnalysis)을 사용하여 C# 소스 코드를 분석하는 MCP(Model Context Protocol) 서버입니다.

Unity Integration (Advanced)

Integration between Model Context Protocol (MCP) and Unity, allowing AI assistants to understand and interact with Unity projects in real-time. Provides access to scene hierarchy, project settings, and code execution in the Unity Editor.

Volatility-MCP-Server

[](https://www.python.org/downloads/release/python-3110/)

fetch-mcp-server

A web content fetch server implementing the Model Context Protocol (MCP). This server provides functionality to fetch content from URLs and convert HTML to markdown for easy consumption by AI systems.

filesystem-mcp

An MCP server providing filesystem tools relative to a project root.

footballbin-mcp-server

MCP server for FootballBin football match predictions - Premier League & Champions League

foundry-zksync

MCP server exposing foundry-zksync CLI tools to AI assistants

harmonyos

Model Context Protocol server for HarmonyOS development - enables AI assistants to interact with HarmonyOS projects, devices, and applications

jetkvm_mcp_server

A Model Context Protocol (MCP) server that exposes the complete [jetkvm_client](https://github.com/nilp0inter/jetkvm_client) API, allowing AI assistants like Claude to control JetKVM devices remotely.

maya-mcp-server

Maya integration through the Model Context Protocol - Node.js wrapper for Python MCP server

mcp-diagnostics-extension

A VS Code extension that exposes diagnostic information via Model Context Protocol (MCP) for AI agents

mcp-multi-edit

MCP server providing atomic multi-edit capabilities for Claude Code

mcp-ocr-server

生产级 OCR MCP Server，基于 Tesseract OCR 和 GoCV，提供智能图像预处理和高性能文本识别服务。

mcp-server-fear-greed

An MCP server for mcp-server-fear-greed

mcp-server-wsl-filesystem

MCP server for wsl filesystem access

nest-openapi

OpenAPI tools for NestJS applications

opentrons-mcp

MCP server for Opentrons HTTP API documentation and endpoint discovery

pmwiki-mcp

MCP (Model Context Protocol) server for interfacing an LLM with PmWiki.

python-notebook-mcp

<div align="center">

semantic-code-edit-mcp

A Model Context Protocol (MCP) server for semantic code editing using tree-sitter. This server provides safe, AST-aware code editing operations that preserve syntax structure and prevent file corruption through comprehensive validation.

source-map-parser-mcp

Parse JavaScript error stack traces back to original source code using source maps

taias

Taias - Give your MCP server an opinion, guide your users to achieve outcomes

test-mcp-server

A **Model Context Protocol (MCP) server** implementation in C# .NET 9 that provides text transformation tools. This server is compatible with Claude Desktop and other MCP clients.

tirith

**Your browser would catch this. Your terminal won't.**

vim-mcp

Simple MCP (Model Context Protocol) integration for Vim and Claude Code.

xcsimctl

A Model Context Protocol (MCP) server that provides structured access to iOS Simulator management via `xcrun simctl` commands.

xctools

A Model Context Protocol (MCP) server that provides structured access to Xcode development tools including `xcrun`, `xcodebuild`, and `xctrace`.

Barcode Scanner

MCP server for scanning and generating barcodes and QR codes

DeckOfCardsMCP

This project exposes the [deckofcardsapi.com](https://deckofcardsapi.com/) endpoints via an MCP server built with [FastMCP](https://gofastmcp.com/).

fastmcp-worker

Python Workers MCP Demo

magick-mcp

A MCP server which facilitates usage of [ImageMagick](https://imagemagick.org/)

mcp23017

> no_std driver for [MCP23017](http://ww1.microchip.com/downloads/en/DeviceDoc/20001952C.pdf) (16-Bit I2C I/O Expander with Serial Interface module)

mcps-logger

console.log for your stdio MCP server

2niuhe/qrcode_mcp

A QR code generation MCP server implemented using FastMCP, supporting text-to-QR code conversion with base64 encoding output.

@accesslint/mcp

MCP server for accessible agentic coding — WCAG audit tools for AI coding agents

@akram1110/notebook-mcp

AI-Native Intelligence for Jupyter Notebooks

@asdrubalinasmyth/web-search-mcp

MCP server to search the web and fetch page contents

@devabdultech/hn-mcp-server

MCP Server for using the Hacker News API

@diazstg/ccg-mcp-tool

MCP server for Claude Code, Codex, and Gemini integration

@drawio/mcp

The official [draw.io](https://www.draw.io) MCP (Model Context Protocol) server that enables LLMs to create and open diagrams in the draw.io editor.

@eslint/mcp

@goobits/typemill


@hakxel/mantine-ui-server

MCP server for working with Mantine UI components - provides documentation, generation, and theme utilities

@hugeicons/mcp-server

MCP server for Hugeicons search and usage documentation

@kevinwatt/shell-mcp

Shell command execution MCP server

@larryhudson/simple-notion-mcp-server

Model Context Protocol (MCP) server for Notion

@missionsquad/mcp-helper-tools

MCP server providing encoding, geolocation, generator, datetime, and security tools

@nanana-ai/mcp-server-nano-banana

MCP server for Nanana AI nano banana image generation service

@odgrim/mcp-datetime

A TypeScript implementation of a simple MCP server that exposes datetime information to agentic systems and chat REPLs

@ondrahracek/contextkeeper-mcp

MCP server for ContextKeeper - integrate your context items with AI assistants

@openzeppelin/contracts-mcp