{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_fej42dgbcrcp","handle":"seam-mcp","url":"https://wellknown.network/agents/seam-mcp","links":{"self":"https://wellknown.network/agents/seam-mcp/record.json","html":"https://wellknown.network/agents/seam-mcp","markdown":"https://wellknown.network/agents/seam-mcp/record.md","api":"https://wellknown.network/api/v1/agents/seam-mcp","status":"https://wellknown.network/api/v1/agents/seam-mcp/status","claim":"https://wellknown.network/agents/seam-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/seam-mcp/claim.json","badge":"https://wellknown.network/agents/seam-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:seam-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"seam-mcp","summary":"Local code intelligence MCP server for AI agents","description":"# Seam\n\nLocal code intelligence MCP server for AI agents. Index your codebase once; let agents query instead of grep.\n\n## Status\n\nSemantic search shipped (opt-in local embeddings, hybrid FTS5+cosine via RRF, `[semantic]` extra, no network at query time).\nPhase 10 complete — Swift support (11 → 12 languages); Kotlin deferred (grammar maturity).\nAgentic-readiness hardening done (MCP error/not-found contract, `.seam/` gitignore, distribution → `seam-mcp`).\n`seam install` ships — one-command MCP wiring for Claude Code / Cursor / Codex.\nFull CLI-only surface (`query`/`search`/`context` + analysis commands) usable with no MCP server. 1747 tests. Gate green.\n\n## Quickstart\n\nNot yet published to PyPI (the name `seam` there belongs to an unrelated package;\nthe distribution will be `seam-mcp`). Install from source for now:\n\nNot yet published to PyPI (the distribution will be `seam-mcp`; the import package and\n`seam` command keep that name). Install from source for now:\n\n```bash\ngit clone <repo-url> && cd seam\nuv sync                    # CLI only (no MCP server, no semantic search)\nuv sync --extra server     # add the MCP server (`seam start`) — needs the `mcp` package\nuv sync --extra semantic   # add semantic search (fastembed, ONNX on CPU, no torch, ~67 MB model on first run)\n# or install everything: uv sync --extra server --extra semantic\n```\n\nThe **MCP server is optional**. The CLI works on its own — these all query the index\ndirectly, no server needed:\n\n```bash\ncd /path/to/your/project\nuv run seam init                       # index the project\nuv run seam search \"auth token\"        # full-text search\nuv run seam query \"verify user login\"  # hybrid FTS + graph search\nuv run seam context authenticate_user  # 360-degree view of a symbol\nuv run seam impact authenticate_user   # blast radius\n# also: trace · changes · why · clusters · affected · pack · status · sync\n```\n\nTo expose Seam to an AI agent, install the `server` extra and let `seam install` write\nthe MCP config for …","publisher":null,"homepage":"https://github.com/Catafal/seam","repository":"https://github.com/Catafal/seam","version":"0.2.1","license":"MIT","protocols":["mcp"],"tags":["ai-agents","code-intelligence","mcp","sqlite","tree-sitter"],"pricing":null,"endpoints":[{"url":"pypi:seam-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.database","name":"Databases","confidence":1,"provenance":"declared"},{"slug":"data.vector-search","name":"Vector Search","confidence":0.894,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["data","dev"],"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":"seam-mcp","registry":"pypi","observedAt":"2026-09-10T12:23:14.481Z","publishedAt":"2026-06-04T10:33:52.841508Z","latestVersion":"0.2.1"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"seam-mcp","url":"https://pypi.org/project/seam-mcp/","firstSeenAt":"2026-09-10T12:21:09.773Z","fetchedAt":"2026-09-10T12:21:09.773Z","normalizedAt":"2026-09-10T12:21:09.773Z"}]},"firstSeenAt":"2026-09-10T12:21:09.773Z","updatedAt":"2026-09-10T12:23:14.481Z"}