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A collection of MCP servers.
GitHub stars and default-branch commits for punkpeye/awesome-mcp-servers.
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How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.
Remote approvals, policy checks, and execution evidence for unattended AI agents.
Deterministic policy language for AI agents. Z3 + TLA+ dual-engine formal verification. Runtime enforcement <1ms.
BenchClaw adapters for LangChain, LlamaIndex, CrewAI, Ollama Open WebUI, LobeChat, n8n, Dify, Continue.dev and more. Lets any agent framework submit to the P2PCLAW leaderboard.
Local filesystem MCP server with 44 tools: safe delete, process management, interactive sessions, async search, OCR, ZIP, Markdown/PDF export, and cloud-lock-safe operations.
VE Harness — run Claude Code for hours without babysitting it. A hosted task board that survives the session, hooks that deny the commit until a review ran, real-time shared memory for your team's agents, and a Docker worker that works your queue overnight.
MCP server for n8n workflow management -- view, create, sync, and manage n8n workflows via AI assistants