Packages

Python client, based on fastmcp, for connecting to MCP servers through multiple protocols, specifically designed to work with integrated language models.

A Multi-Client Proxy (MCP) for various LLMs with failover and flexible response formats.

Uses Claude or OpenAI API to convert prompt-mapped input into concrete MCP server components such as tools, resource templates, and prompt handlers

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Local Documentation MCP Server with RAG

A simple MCP server that reads local images and returns them as ImageContent for LLM vision analysis

MCP server for analyzing outstanding git changes in repositories

Minimal Rust MCP server over HTTPS transport

MCP Server that enables local agentic flows or inference to capture and to 'see/analyze' images in a continuous loop (for example, when using LMStudio for Agentic Flow and a VLM can retrieve but not actually see the real pixels of the picture and the flow breaks).

Real-time log capture CLI for development projects with MCP integration

MCP服务器用于读取和解析日志文件

一个基于 FastMCP 的 Model Context Protocol (MCP) 工具，用于分析 Java Spring Boot 应用的日志文件，自动检测代码缺陷并生成修复建议。

Python SDK for tool usage logging and monitoring

Shared utilities for MCP servers, including robust logging, JSON repair, and debug tools with automatic cache clearing.

MCP Log Search Server - Intelligent log analysis and search via MCP protocol

A tool to help agents read and query long documents.

MCP server for Loom's internal GraphQL API

MCP server for Loyverse POS API (read-only)