magpie-search
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- AlicenseAqualityBmaintenanceEnables any MCP client to run keyless multi-engine web searches with RRF fusion, fetch pages and documents as Markdown, and full-text search a local SQLite index. It keeps queries and cached content on the user's machine, degrading gracefully across engine tiers when providers are blocked or rate-limited.8MIT
- FlicenseNot gradedqualityAmaintenanceEnables AI agents and MCP hosts to search and query a local hybrid vector/BM25 index of scattered notes, docs, PDFs, Office files, web pages, org files, and chat exports. It returns section-level citations so agents can ground answers in the user's own files.-
- FlicenseNot gradedqualityAmaintenanceEnables AI agents and MCP hosts to search a locally indexed second brain built from scattered notes, docs, PDFs, and chat exports, returning hybrid vector-plus-keyword results with section-level citations rather than whole files.-
- FlicenseNot gradedqualityAmaintenanceEnables AI agents and MCP hosts to search and ask questions across a local hybrid-retrieval index of scattered notes, documents, PDFs, and chat logs, returning section-level citations and agent-usable tools, resources, and prompts.-
- FlicenseNot gradedqualityAmaintenanceEnables AI agents and MCP hosts to query a local hybrid vector and BM25 index over scattered notes, docs, PDFs, web pages, and chat logs, with section-level citations and tools, resources, and prompts.-
- FlicenseNot gradedqualityAmaintenanceEnables MCP-compatible AI agents to search, ask, and retrieve section-level cited answers from a local hybrid index over scattered notes, documents, and chat logs.-
TDQS
Scored across 6 tools
Each tool targets a distinct operation: listing sessions, recent messages, reindexing, searching, reading a full session, and stats. Descriptions clearly differentiate them, minimizing confusion.
Names include verb_noun (list_sessions), verbs (search, reindex), nouns (session, stats), and an adjective (recent). No consistent pattern, but they are short and intuitive.
6 tools cover the essential operations for browsing, searching, and reading sessions without being excessive. Well-scoped for the server's purpose.
The set covers session discovery (list_sessions, recent), content retrieval (search, session), maintenance (reindex), and health checks (stats). No obvious gaps for a read-only session browser.