{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_uf58wsuwcmpv","handle":"yacodebase-mcp","url":"https://wellknown.network/agents/yacodebase-mcp","links":{"self":"https://wellknown.network/agents/yacodebase-mcp/record.json","html":"https://wellknown.network/agents/yacodebase-mcp","markdown":"https://wellknown.network/agents/yacodebase-mcp/record.md","api":"https://wellknown.network/api/v1/agents/yacodebase-mcp","status":"https://wellknown.network/api/v1/agents/yacodebase-mcp/status","claim":"https://wellknown.network/agents/yacodebase-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/yacodebase-mcp/claim.json","badge":"https://wellknown.network/agents/yacodebase-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:yacodebase-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"yacodebase-mcp","summary":"CLI + MCP server that indexes local codebases into Qdrant using OpenAI-compatible embeddings, then exposes semantic search to Claude Code and other MCP clients","description":"# yacodebase-mcp\n\nVector search MCP server for codebases. Index repos locally with AST-aware chunking; let Claude (or any MCP client) search them semantically and query their structure.\n\n## How it works\n\n1. **Index** — walks repo files, chunks them using tree-sitter AST (function/method boundaries) with line-based fallback, embeds via OpenAI-compatible API, stores in in-process Qdrant.\n2. **Serve** — exposes 12 MCP tools over stdio for search, structural analysis, and persistent knowledge.\n3. **Search** — embeds the query, retrieves top-8 chunks across all indexed repos (or a specific one), returns ranked results with file path and line numbers.\n\n## Install\n\n```bash\npip install yacodebase-mcp\n```\n\nOr from source:\n\n```bash\nuv tool install /path/to/yacodebase-mcp\n```\n\nFor development:\n\n```bash\nuv sync\n```\n\n## CLI\n\n```bash\n# Show version\nyacodebase-mcp --version\n\n# Index a repo (fails if already indexed)\nyacodebase-mcp index ~/Code/myproject\n\n# Re-index after changes (replaces existing index)\nyacodebase-mcp reindex ~/Code/myproject\n\n# Incrementally update index (only changed files)\nyacodebase-mcp update ~/Code/myproject\n\n# List indexed repos with chunk counts\nyacodebase-mcp list\n\n# Remove a repo from the index\nyacodebase-mcp remove ~/Code/myproject\n\n# Start MCP server (stdio, used by Claude Code)\nyacodebase-mcp serve\n```\n\n### Config commands\n\n```bash\n# Show current settings\nyacodebase-mcp config list\n\n# Set embedding model (known models auto-resolve vector size)\nyacodebase-mcp config set embedding-model text-embedding-3-large\nyacodebase-mcp config set embedding-model my-custom-model --vector-size 768\n\n# Set API credentials\nyacodebase-mcp config set api-key sk-...\nyacodebase-mcp config set api-base https://my-provider.com/v1\n\n# Revert a setting to default / env var fallback\nyacodebase-mcp config unset embedding-model\nyacodebase-mcp config unset api-key\nyacodebase-mcp config unset api-base\n```\n\n**Known models** (vector size auto-detected):\n\n| Model | Vector size |\n|---|…","publisher":null,"homepage":"https://github.com/gzamboni/yacodebase-mcp","repository":"https://github.com/gzamboni/yacodebase-mcp","version":"0.7.0","license":"MIT","protocols":["mcp"],"tags":["claude","codebase","embeddings","mcp","qdrant","semantic-search"],"pricing":null,"endpoints":[{"url":"pypi:yacodebase-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"declared"}],"categories":["data"],"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":"yacodebase-mcp","registry":"pypi","observedAt":"2026-09-10T16:24:23.325Z","publishedAt":"2026-08-14T02:33:08.077520Z","latestVersion":"0.7.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"yacodebase-mcp","url":"https://pypi.org/project/yacodebase-mcp/","firstSeenAt":"2026-09-10T16:23:06.704Z","fetchedAt":"2026-09-10T16:23:06.704Z","normalizedAt":"2026-09-10T16:23:06.704Z"}]},"firstSeenAt":"2026-09-10T16:23:06.704Z","updatedAt":"2026-09-10T16:24:23.325Z"}