{"id":35672310,"url":"https://github.com/bborbe/semantic-search-mcp","last_synced_at":"2026-01-05T19:03:31.434Z","repository":{"id":329171440,"uuid":"1111779478","full_name":"bborbe/semantic-search-mcp","owner":"bborbe","description":"MCP server for semantic search over markdown files using sentence-transformers and FAISS","archived":false,"fork":false,"pushed_at":"2025-12-19T14:59:55.000Z","size":134,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-12-21T07:17:21.757Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-2-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bborbe.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-12-07T16:12:04.000Z","updated_at":"2025-12-19T14:59:59.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/bborbe/semantic-search-mcp","commit_stats":null,"previous_names":["bborbe/semantic-search-mcp"],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/bborbe/semantic-search-mcp","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bborbe%2Fsemantic-search-mcp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bborbe%2Fsemantic-search-mcp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bborbe%2Fsemantic-search-mcp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bborbe%2Fsemantic-search-mcp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bborbe","download_url":"https://codeload.github.com/bborbe/semantic-search-mcp/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bborbe%2Fsemantic-search-mcp/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28218057,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2026-01-05T02:00:06.358Z","response_time":57,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-01-05T19:01:52.485Z","updated_at":"2026-01-05T19:03:27.044Z","avatar_url":"https://github.com/bborbe.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Semantic Search MCP\n\nMCP server that adds semantic search over markdown files to Claude Code. Find related notes by meaning, not just keywords. Detect duplicates before creating new notes.\n\n## Installation\n\nFrom GitHub:\n```bash\nclaude mcp remove -s project semantic-search\nclaude mcp add -s project semantic-search \\\n--env CONTENT_PATH=/path/to/your/content \\\n-- \\\nuvx --from git+https://github.com/bborbe/semantic-search-mcp semantic-search-mcp serve\n```\n\nLocal development:\n```bash\nclaude mcp remove -s project semantic-search\nclaude mcp add -s project semantic-search \\\n--env CONTENT_PATH=/path/to/your/content \\\n-- \\\nuvx --reinstall --from /path/to/semantic-search-mcp semantic-search-mcp serve\n```\n\nReplace `/path/to/your/content` with your markdown directory (e.g., Obsidian vault path).\n\n## Usage\n\nAsk Claude:\n- \"Do I have notes about X?\" → searches related notes\n- \"Find similar notes to Y\" → finds semantically related content\n- Before creating new notes → Claude checks for duplicates automatically\n\n## Tools\n\n- `search_related(query, top_k=5)` - Find semantically related notes\n- `check_duplicates(file_path)` - Detect duplicate/similar notes\n\n## How It Works\n\nFirst run downloads a small embedding model (~90MB) and indexes your markdown files (\u003c1s for typical vaults). Each Claude Code session gets its own index in `/tmp/` that auto-updates when files change. Multiple sessions work independently without conflicts.\n\n## License\n\nThis project is licensed under the BSD 2-Clause License - see the [LICENSE](LICENSE) file for details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbborbe%2Fsemantic-search-mcp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbborbe%2Fsemantic-search-mcp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbborbe%2Fsemantic-search-mcp/lists"}