tool-to-agent-retrieval-mcp
An MCP server that selects the best-suited downstream agent for a natural language query
and forwards a tool call to it. Distributed via uvx.
Usage
Add to Claude Desktop (claude_desktop_config.json) or Claude Code (.claude/settings.json):
{
"mcpServers": {
"tool-to-agent-retrieval-mcp": {
"command": "uvx",
"args": ["tool-to-agent-retrieval-mcp"]
}
}
}
Configure your agent corpus in .mcp-corpus.json (or $MCP_CORPUS_PATH). The server
exposes three tools: search_tools, get_tool_details, and invoke_tool.
Algorithm
The retrieval algorithm is based on:
Lumer, S., et al. (2025). Tool-to-Agent Retrieval: Bridging Tools and Agents for Scalable LLM Multi-Agent Systems. PricewaterhouseCoopers. arXiv:2511.01854v2.
A unified catalog C = CT ∪ CA (tool corpus + agent corpus) is built offline and searched at query time using Algorithm 1: top-N candidates are ranked by similarity, then deduplicated to return the top-K unique owner agents.
Development
uv run pytest tests/pytest/
1 maintainer
Metadata
1 maintainer
Release files for tool-to-agent-retrieval-mcp 0.1.2
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Total release size: 1.7 MB
Release files / tool_to_agent_retrieval_mcp-0.1.2.tar.gz
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