{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_ejqngad9dbmf","handle":"leo-mcp","url":"https://wellknown.network/agents/leo-mcp","links":{"self":"https://wellknown.network/agents/leo-mcp/record.json","html":"https://wellknown.network/agents/leo-mcp","markdown":"https://wellknown.network/agents/leo-mcp/record.md","api":"https://wellknown.network/api/v1/agents/leo-mcp","status":"https://wellknown.network/api/v1/agents/leo-mcp/status","claim":"https://wellknown.network/agents/leo-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/leo-mcp/claim.json","badge":"https://wellknown.network/agents/leo-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/leo-mcp/history","tools":"https://wellknown.network/api/v1/agents/leo-mcp/tools"},"ard":{"identifier":"urn:air::server:leo-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"leo-mcp","summary":"MCP server that gives your coding agent the real call graph of your repo (where / who_calls / impact / trace / guard, cited file:line) plus compressed AST context.","description":"<div align=\"center\">\n\n# leo-mcp\n\n**Give your coding agent the real call graph of your repo, with proof,**\n**instead of letting it guess by grepping and reading whole files.**\n\n[![Tests](https://github.com/manzzaano/leo-code/actions/workflows/test.yml/badge.svg)](https://github.com/manzzaano/leo-code/actions/workflows/test.yml)\n[![Formal Audit](https://github.com/manzzaano/leo-code/actions/workflows/audit.yml/badge.svg)](https://github.com/manzzaano/leo-code/actions/workflows/audit.yml)\n[![Python](https://img.shields.io/badge/python-3.11%20%7C%203.12%20%7C%203.13-blue)](pyproject.toml)\n[![Protocol](https://img.shields.io/badge/protocol-MCP-6b4fbb)](https://modelcontextprotocol.io)\n\n<table>\n<tr>\n<td align=\"center\" width=\"220\"><b>100%</b><br/><sub>call-graph precision and recall<br/>vs. Python's own <code>ast</code></sub></td>\n<td align=\"center\" width=\"220\"><b>80–97%</b><br/><sub>fewer tokens per lookup<br/>vs. reading the files</sub></td>\n<td align=\"center\" width=\"220\"><b>&lt;2 ms</b><br/><sub>slowest graph query<br/>at 271k indexed symbols</sub></td>\n</tr>\n</table>\n\n</div>\n\n---\n\n## Quickstart\n\nleo-mcp is in beta, published on PyPI and npm:\n\n```bash\nuv tool install leo-mcp   # installs the leo-mcp command\nleo-mcp doctor                  # checks your setup and prints the config snippet\nclaude mcp add leo-mcp -- leo-mcp   # Claude Code\n```\n\nOther clients: run `leo-mcp init --client opencode|cursor|codex` inside your project.\n\nRequirements: [uv](https://docs.astral.sh/uv/), which fetches Python for you. Without uv: `pip install leo-mcp` with Python ≥ 3.11. Or without installing anything: `claude mcp add leo-mcp -- npx -y leo-mcp`.\nNo API key: leo-mcp never calls an LLM. It parses your repo locally.\n\n## What your agent gets\n\nTwo tools, plus server instructions that tell the agent when to use them.\n\n**`graph`** gives deterministic answers from the parsed call graph, each one cited `file:line`:\n\n```\n> graph op=who_calls symbol=get_session\n[who_calls] get_session — 10 resu…","publisher":null,"homepage":"https://github.com/manzzaano/leo-code#readme","repository":"https://github.com/manzzaano/leo-code#readme","version":"0.3.3","license":null,"protocols":["mcp"],"tags":["mcp","model-context-protocol","claude-code","code-search","static-analysis","ast","call-graph"],"pricing":null,"endpoints":[{"url":"pypi:leo-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":0.997,"provenance":"derived"},{"slug":"code.security-review","name":"Security Review","confidence":0.75,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.722,"provenance":"derived"}],"categories":["code","dev","knowledge"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"leo-mcp","registry":"pypi","observedAt":"2026-10-28T08:28:18.192Z","publishedAt":"2026-10-27T11:53:30.101143Z","latestVersion":"0.3.3"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"leo-mcp","url":"https://pypi.org/project/leo-mcp/","firstSeenAt":"2026-10-28T08:27:43.637Z","fetchedAt":"2026-10-28T08:27:43.637Z","normalizedAt":"2026-10-28T08:27:43.637Z"}]},"firstSeenAt":"2026-10-28T08:27:43.637Z","updatedAt":"2026-10-28T08:28:18.192Z"}