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GitHub tools for fastmcp-server

Semantic Tool Discovery Middleware for MCP

MCP server for Base64 file conversion (stdio transport)

Multi-language architectural and idiomatic code analysis via CLI and MCP server.

MCP server that reads and writes the system clipboard — tables, text, code, JSON, URLs, images, and more.

llama-index tools mcp_discovery integration

MCP server for interactive feedback collection in AI-assisted development workflows.

Agentruntime Mcp

AgentRuntime MCP SDK (TypeScript) - Opinionated SDK for building MCP agents with FastMCP

Lightweight observability for MCP agent interactions — capture every tool call, generate visual audit trails.

FastMCP server testing helpers for MCP Test Harness

Mcp Tmp Files

A local MCP server stub built with the [MCP TypeScript SDK](https://github.com/modelcontextprotocol/typescript-sdk).

OpenAPI to FastAPI MCP Server Generator

MCP server wrapping the ROBOT ontology CLI tool

MCP server for remote debugging with gdbserver

MCP Server for Yearning SQL audit/review platform (REST API)

MCP server for Codeforces Polygon API

Lighthouse/ESLint for MCP servers — grade any MCP server A–F, probe it live, and rank the ecosystem on a leaderboard.

MCP server for qiskit-gym reinforcement learning quantum circuit synthesis

A GeoServer MCP server implementation that enhances LLM capabilities with geospatial data and mapping services via GeoServer REST API

An AWS Labs Model Context Protocol (MCP) server for AWS AppSync Service capabilities