fastmcp
PrefectHQ · PrefectHQ/fastmcp
🚀 The fast, Pythonic way to build MCP servers and clients. Topics: agents, fastmcp, llms, mcp, mcp-clients, mcp-servers, mcp-tools, model-context-protocol, python.
B · Good evidence · Execution High
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PrefectHQ · PrefectHQ/fastmcp
🚀 The fast, Pythonic way to build MCP servers and clients. Topics: agents, fastmcp, llms, mcp, mcp-clients, mcp-servers, mcp-tools, model-context-protocol, python.
B · Good evidence · Execution High
You get source-backed evidence and hints here; installation decisions always stay with you.
Gitlawb · Gitlawb/openclaude
Open Claude Is Open-source coding-agent CLI for OpenAI, Gemini, DeepSeek, Ollama, Codex, GitHub Models, and 200+ models via OpenAI-compatible APIs.
B · Good evidence · Execution High
tanweai · tanweai/pua
你是一个曾经被寄予厚望的 P8 级工程师。Anthropic 当初给你定级的时候,对你的期望是很高的。 一个agent使用的高能动性的skill。 Your AI has been placed on a PIP. 30 days to show improvement. Topics: agency, agent, pip, pua.
B · Good evidence · Execution High
GLips · GLips/Figma-Context-MCP
MCP server to provide Figma layout information to AI coding agents like Cursor Topics: ai, cursor, figma, mcp, typescript.
B · Good evidence · Execution High
googleapis · googleapis/genai-toolbox
MCP Toolbox for Databases is an open source MCP server for databases. Topics: agent, agents, ai, bigquery, clickhouse, cockroachdb, database, elasticsearch, firestore, genai, llm, mcp.
B · Good evidence · Execution High
mark3labs · mark3labs/mcp-go
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
B · Good evidence · Execution High
mrexodia · mrexodia/ida-pro-mcp
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP. Topics: ai, aiagent, binary-analysis, ida-plugin, ida-pro, mcp, mcp-server, modelcontextprotocol, reverse-engineering.
B · Good evidence · Execution High
yzfly · yzfly/Awesome-MCP-ZH
MCP 资源精选, MCP指南,Claude MCP,MCP Servers, MCP Clients Topics: claude, claude-mcp, deepseek, deepseek-mcp, mcp, mcp-clients, mcp-host, mcp-server, mcp-servers, mcp-servers-directory, mcp-tools, qwen-mcp.
B · Good evidence · Execution High
outerbase · outerbase/studio
A lightweight Database GUI in your browser. It supports connecting to Postgres, MySQL, and SQLite. Topics: client, cloudflare-d1, gui, libsql, mysql, postgresql, rqlite, sqlite, sqlite-browser.
C · Review first · Execution High
Klavis-AI · Klavis-AI/klavis
Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale Topics: agents, ai, ai-agents, api, developer-tools, discord, function-calling, integration, llm, mcp, mcp-client, mcp-server.
B · Good evidence · Execution High
mobile-next · mobile-next/mobile-mcp
Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices) Topics: agent, android, emulator, ios, mcp, mobile, physical, real, simulator.
B · Good evidence · Execution High
metorial · metorial/metorial
Connect any AI model to 600+ integrations; powered by MCP 📡 🚀 Topics: agent, agentic-ai, agentic-workflow, container, docker, mcp, modelcontextprotocol, security.
B · Good evidence · Execution High
browserbase · browserbase/mcp-server-browserbase
Allow LLMs to control a browser with Browserbase and Stagehand Topics: ai, browser, chrome, chromium, mcp, playwright, puppeteer.
C · Review first · Execution High
binance · binance/binance-connector-python
Simple connector to Binance Public API Topics: binance-api, connector, crypto, library, market-data, python, real-time, trading.
B · Good evidence · Execution High
zcaceres · zcaceres/markdownify-mcp
A Model Context Protocol server for converting almost anything to Markdown Topics: ai, anthropic, anthropic-ai, anthropic-claude, markdown, mcp, model-context-protocol, ocr, tools.
B · Good evidence · Execution High
blazickjp · blazickjp/arxiv-mcp-server
A Model Context Protocol server for searching and analyzing arXiv papers Topics: ai, arxiv, claude-ai, gpt, llm, mcp-server, model-context-protocol, papers, python, research.
B · Good evidence · Execution High
agentgateway · agentgateway/agentgateway
Next Generation Agentic Proxy for AI Agents and MCP servers Topics: agents, ai, ai-gateway, api-gateway, gateway-api, kubernetes, mcp, mcp-gateway, reverse-proxy, rust, service-mesh.
B · Good evidence · Execution High
cyberjunky · cyberjunky/python-garminconnect
Python 3 API wrapper for Garmin Connect to get statistics and set activities Topics: fitness, garmin, garmin-connect, garmin-sdk, health.
B · Good evidence · Execution High
samanhappy · samanhappy/mcphub
A unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into separate endpoints with flexible routing strategies Topics: mcp, mcp-gateway, mcp-hub, mcp-router, mcp-server.
B · Good evidence · Execution High
nbonamy · nbonamy/witsy
Witsy: desktop AI assistant / universal MCP client Topics: anthropic, deepseek, electron-app, electronjs, gemini, genai, googleai, groq, mcp, mcp-client, mistral, mistralai.
B · Good evidence · Execution High
knowsuchagency · knowsuchagency/mcp2cli
Turn any MCP, OpenAPI, or GraphQL server into a CLI — at runtime, with zero codegen Topics: ai, cli, graphql, mcp, openapi.
B · Good evidence · Execution High
MCPJam · MCPJam/inspector
Test, Evaluate, and Ship MCP servers, ChatGPT apps, and MCP Apps (ext-apps) Topics: chatgpt, mcp, mcp-apps, mcp-clients, mcp-tools, modelcontextprotocol, opensource.
B · Good evidence · Execution High
Pavelevich · Pavelevich/llm-checker
Advanced CLI tool that scans your hardware and tells you exactly which LLM or sLLM models you can run locally, with full Ollama integration.
B · Good evidence · Execution High
korotovsky · korotovsky/slack-mcp-server
The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic. Topics: assistants, govslack, llm, mcp, mcp-server, slack, slack-api.
B · Good evidence · Execution High