Guide
Selection Logic
Prioritize projects classified as MCP servers, then inspect maintenance score, quality signal confidence, and deployment fit before recommending one to a user.
Git.Top Guide
A data-backed shortlist of MCP server projects agents can inspect, compare, and cite through Git.Top.
Guide
Prioritize projects classified as MCP servers, then inspect maintenance score, quality signal confidence, and deployment fit before recommending one to a user.
Guide
Use these projects when an agent needs tool surfaces for repositories, cloud platforms, browsers, storage, vector databases, or developer workflows.
Data Source
1224 loaded projects. Generated at 2026-11-04T13:28:20.324Z.
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Open-source Python library for AI browser agents, plus Browser Use Cloud: stealth browsers and a hosted agent API.
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An open-source AI agent that brings the power of Gemini directly into your terminal.
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Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
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Write HTML. Render video. Built for agents.
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🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
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Context7 Platform -- Up-to-date docs for AI agents
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The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]
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The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
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AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
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Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
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⌥ Coding agent with the IDE wired in. Built by Stencil Labs.
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25 MB lightweight cross-platform database client for 100+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, desktop and Docker. | 轻量级跨平台数据库管理工具，支持 MySQL、PostgreSQL、SQLite、Redis、MongoDB、达梦等 100+ 数据库，提供桌面端、Docker、CLI、内置 AI 助手和 MCP。