{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_3ksx7exjx2gw","handle":"sigil-mcp-server","url":"https://wellknown.network/agents/sigil-mcp-server","links":{"self":"https://wellknown.network/agents/sigil-mcp-server/record.json","html":"https://wellknown.network/agents/sigil-mcp-server","markdown":"https://wellknown.network/agents/sigil-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/sigil-mcp-server","status":"https://wellknown.network/api/v1/agents/sigil-mcp-server/status","claim":"https://wellknown.network/agents/sigil-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/sigil-mcp-server/claim.json","badge":"https://wellknown.network/agents/sigil-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:sigil-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"sigil-mcp-server","summary":"Model Context Protocol server for IDE-like code navigation and semantic search","description":"<!--\nCopyright (c) 2025 Dave Tofflemire, SigilDERG Project\nLicensed under the GNU Affero General Public License v3.0 (AGPLv3).\nCommercial licenses are available. Contact: davetmire85@gmail.com\n-->\n\n# Sigil MCP Server [![Version](https://img.shields.io/badge/version-1.0.1-blue)](CHANGELOG.md) [![Tests](https://img.shields.io/badge/tests-408%20passed%20(41s)-brightgreen)](tests) [![Coverage](https://img.shields.io/badge/coverage-76%25-yellowgreen)](coverage.xml) [![Changelog](https://img.shields.io/badge/changelog-CHANGELOG.md-blue)](CHANGELOG.md)\n\nA Model Context Protocol (MCP) server that provides IDE-like code navigation and search for local repositories. Gives AI assistants like ChatGPT powerful code exploration capabilities including symbol search, trigram indexing, and semantic navigation.\n\n## Quickstart\n\nSee `docs/QUICKSTART.md` for the fastest path to a working config and the most common knobs (index path, repos, embeddings on/off, admin settings).\n\n## Features\n\n**Hybrid Code Search**\n- Fast text search using trigram indexing (inspired by GitHub's Blackbird)\n- Trigram store uses RocksDB via `rocksdict` (install with `pip install -e .[trigrams-rocksdict]`); SQLite fallback is removed.\n- Symbol-based search for functions, classes, methods, and variables\n- Semantic code search with vector embeddings backed by LanceDB (ANN queries, per-repo vector stores)\n- File structure view showing code outlines\n- Automatic index updates with file watching (optional)\n\n**Production Ready**\n- Thread-safe concurrent access (SQLite WAL mode + RLock serialization)\n- File watcher, HTTP handlers, and vector indexing run safely in parallel\n- No \"database is locked\" errors from concurrent operations\n- Admin API for operational management (index rebuilds, stats, logs)\n- Comprehensive request/response logging with header redaction\n\n**Enterprise Security**\n- OAuth 2.0 authentication with PKCE support for remote access\n- Local connection bypass (no auth needed for localhost)\n- API key fall…","publisher":null,"homepage":"https://github.com/Superuser666-Sigil/SigilDERG-Custom-MCP/tree/main/docs","repository":"https://github.com/Superuser666-Sigil/SigilDERG-Custom-MCP/tree/main/docs","version":"1.0.1","license":"AGPL-3.0-or-later","protocols":["mcp"],"tags":["mcp","model-context-protocol","code-search","semantic-search","vector-embeddings","trigram-index","ctags","ide-features"],"pricing":null,"endpoints":[{"url":"pypi:sigil-mcp-server","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":"derived"},{"slug":"security.identity","name":"Identity & Access","confidence":1,"provenance":"derived"},{"slug":"data.database","name":"Databases","confidence":0.802,"provenance":"derived"}],"categories":["data","security"],"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":"sigil-mcp-server","registry":"pypi","observedAt":"2026-09-10T12:23:27.851Z","publishedAt":"2025-12-14T22:27:55.007446Z","latestVersion":"1.0.1"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"sigil-mcp-server","url":"https://pypi.org/project/sigil-mcp-server/","firstSeenAt":"2026-09-10T12:22:05.008Z","fetchedAt":"2026-09-10T12:22:05.008Z","normalizedAt":"2026-09-10T12:22:05.008Z"}]},"firstSeenAt":"2026-09-10T12:22:05.008Z","updatedAt":"2026-09-10T12:23:27.851Z"}