LibraryAI and agent development
MCP-Zero
Studies active tool discovery for autonomous agents with an MCP retrieval dataset and scripts.
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- Updated Jul 8, 2026
MIT
Studies active tool discovery for autonomous agents with an MCP retrieval dataset and scripts.
MCP-Zero is the open-source code accompanying a paper on active tool discovery and retrieval for autonomous LLM agents. It includes instructions for an MCP-tools dataset covering 308 servers and 2,797 tools, plus code under MCP-tools/build_data for constructing a custom server dataset. The data file must be obtained separately and placed at the path expected by the evaluation code.
Resource types
Use cases
Runtime
Turns GitHub repositories into executable software-engineering tasks for training SWE agents.
Help LangGraph agents retrieve relevant tools from very large registries.
Protocols & integrations
Capabilities
Audience
Public GitHub facts last synced Jul 10, 2026.
Manage one shared skill pool and expose tailored collections to multiple agents.
Retrieve only the most relevant tools for an LLM query