Packages

Official MCP server from Alpha Vantage (alphavantage org) for their comprehensive financial market data API. Enables AI agents to query real-time and historical stock prices, forex rates, cryptocurrency data, technical indicators (RSI, MACD, Bollinger Bands), fundamental data (earnings, balance sheets), and economic indicators — supporting AI-driven financial analysis and trading research.

Official AntV MCP server from Alibaba's antvis organization enabling AI agents to generate data visualizations using AntV's comprehensive visualization library suite — G2 (charts), G6 (graph visualization), L7 (geospatial visualization), and X6 (flowcharts/diagrams). Enables agents to create complex data visualizations from structured data through MCP tool calls.

Open-source AI coding assistant for VS Code and JetBrains IDEs. Continue is a fully configurable Copilot alternative that lets you bring your own LLM — connect to Claude, GPT-4, Gemini, Llama, Ollama, or any OpenAI-compatible API. Features include inline chat, code suggestions, context-aware completions with codebase indexing, multi-file edits, and a prompts system. Self-hostable with no data sent to Continue's servers — your code stays with your chosen LLM provider.

DuckDB in-memory MCP server enabling AI agents to run analytical SQL queries with DuckDB — executing OLAP queries on in-memory or local datasets, querying Parquet/CSV files directly, performing high-performance data analysis, and integrating DuckDB's embedded analytical database into agent-driven data exploration and analytics workflows without requiring a running database server.

Google's MCP Toolbox for Databases including BigQuery support — enabling AI agents to query BigQuery data warehouses, run SQL analytics, access table metadata, and interact with Google's petabyte-scale analytics platform.

MCP server from BeehiveInnovations providing a collection of utility tools for AI agent workflows. Pal (Personal AI Library) exposes practical tools for agents including file operations, system queries, and workflow utilities — positioned as a general-purpose productivity MCP server for AI assistants.

Official VChart MCP server from VisActor enabling AI agents to generate data visualizations using VChart — the powerful charting library from ByteDance's VisActor team. Creates interactive charts (line, bar, pie, scatter, area, heatmap, etc.) from data, generates chart configurations, and integrates AI-driven data visualization into agent workflows.

Asana MCP server enabling AI agents to interact with Asana's work management platform — managing tasks, projects, portfolios, and teams; querying work status and timelines; creating and updating work items; and integrating Asana's project tracking into agent-driven work management automation workflows.

Official Perplexity MCP server providing real-time web search, AI reasoning, and research capabilities through Perplexity's API. Enables AI agents to query Perplexity for current web information, sourced answers with citations, and deep research synthesis — extending any AI agent with live web knowledge.

Aggregates multiple MCP servers into a single unified endpoint, simplifying configuration across AI assistant clients like Claude Desktop, Cursor, and VSCode.

A comprehensive Elixir/OTP implementation of the Model Context Protocol providing both client and server functionality, leveraging Elixir's concurrency model and fault tolerance for building robust MCP integrations in Phoenix and standalone applications.

Notion's official MCP server — gives AI agents access to Notion workspaces, databases, pages, and blocks to read, search, and create content.

Official PubNub MCP server enabling AI agents to interact with PubNub's realtime messaging infrastructure — publishing and subscribing to channels, managing channel memberships, accessing message history, handling presence events, and integrating PubNub's global realtime data streaming into agent-driven workflows.

Official dbt Cloud MCP server enabling AI agents to interact with dbt's analytics engineering platform — querying model metadata, running dbt jobs, checking job status, exploring data lineage, and managing dbt Cloud environments.

Official Dynatrace MCP server enabling AI agents to interact with Dynatrace's AI-powered observability platform — querying metrics, problems, and events with DQL (Dynatrace Query Language), managing alerts and notifications, analyzing service topology, and integrating Dynatrace's Davis AI insights into agent-driven SRE and AIOps workflows.

MCP server providing AI mentoring and coaching capabilities, from cyanheads — a developer known for producing high-quality MCP servers. Enables AI agents to provide structured feedback, track learning progress, deliver coaching guidance, and support skill development through systematic mentoring interactions.

Official Paystack MCP server from PaystackOSS enabling AI agents to interact with Paystack — Africa's leading payment processor (acquired by Stripe). Enables agents to initialize and verify transactions, manage customer records, check payment status, query transaction history, manage subscriptions, and access refund workflows through Paystack's API.

Official Qdrant MCP server that gives LLM agents a semantic memory layer: agents can store information with `qdrant-store` and retrieve semantically similar content with `qdrant-find`, backed by Qdrant vector database and FastEmbed embeddings.

Vibe Check is an MCP server that acts as a meta-mentor for AI agents, using Chain-Pattern Interrupts (CPI) to challenge assumptions, prevent tunnel vision and over-engineering, and enforce session-specific rules — research shows CPI roughly doubles agent task success rates in evaluation runs.

Local Apple Documentation crawler and MCP server written in Swift. Crawls, indexes, and serves 302,000+ Apple developer documentation pages across 307 frameworks via MCP. Provides sub-100ms full-text search using SQLite FTS5 with BM25 ranking, plus access to Swift Evolution proposals, sample code, and Human Interface Guidelines.