Search across video research collections using hybrid, semantic, or keyword algorithms to find relevant information with customizable filters.
MIT
127,310 tools. Last updated 2026-05-05 14:43
"A server for searching and retrieving information using keyword, semantic, or hybrid search methods" matching MCP tools:
- Search stored knowledge containers using semantic, keyword, or hybrid modes. Retrieve ranked document chunks with scores to answer questions from isolated knowledge bases.
- Search a knowledge base using semantic, keyword, or hybrid methods to find relevant information from vectorized content.MIT
- Search knowledge bases with hybrid semantic and keyword queries to find relevant information chunks with relevance scores.
- Search within a Presidential Circular (CB Genelgesi) using keyword or semantic query. Provide the official gazette date from prior search results.MIT
- Search specific Turkish statutes' articles using keyword queries with Boolean operators or semantic AI search for natural language questions.MIT
Matching MCP Servers
- Flicense-qualityCmaintenanceEnables keyword searching within text files with configurable case sensitivity, returning matching lines with line numbers and occurrence counts.Last updated
- Alicense-qualityBmaintenanceLocal offline semantic search over documents (txt, md, pdf, docx, pptx, csv). Indexes folders into a LanceDB vector database with multilingual embeddings and supports hybrid vector + keyword search via Reciprocal Rank Fusion. No API keys, no cloud, no Docker required.Last updated26AGPL 3.0
Matching MCP Connectors
4 web-search tiers (x402 USDC on Base) - simple/medium/deep/cached. Free health.
Enable AI assistants to perform web searches using Perplexity's Sonar Pro.
- Search persistent memory using semantic and emotional relevance ranking to retrieve stored facts, decisions, and preferences. Returns results sorted by relevance, recency, and emotional resonance.
- Search vault database with exact keyword matching using SQLite FTS5. Returns timestamped entries with session context for precise queries.MIT
- Search within a specific legislation number using keyword Boolean operators or natural language semantic queries to find matching articles.MIT
- Retrieve semantically similar text fragments from a provenance-tracked knowledge store. Use natural language queries for meaning-based search instead of exact keyword matching.MIT
- Retrieve stored information from long-term memory using semantic meaning, keywords, or both to provide context about topics when users ask questions.MIT
- Find specific articles within a Turkish Presidential Decree using keyword search with Boolean operators or natural language semantic search.MIT
- Search within a specific Turkish communiqué (Tebliğ) by number using keyword or semantic queries. Supports Boolean operators (AND/OR/NOT) and natural language.MIT
- Search memory entries by content or tags using semantic similarity to find specific information. Returns relevant results ranked by similarity for targeted topic discovery.MIT
- Search Turkish Presidential Decisions using keyword Boolean operators or semantic queries to find relevant content from PDF-based documents.MIT
- Search documents using semantic understanding to find relevant content based on meaning rather than keywords. Understands natural language queries and returns ranked passages with source information.MIT
- Search within a specific institutional regulation's articles using keyword (Boolean operators) or semantic natural language search to retrieve matching articles.MIT
- Search articles of a Turkish Presidential Regulation by keyword or natural language query. Supports Boolean operators and semantic search.MIT
- Retrieve and search markdown notes with options for content extraction, semantic search, backlink analysis, and structured outline generation.MIT
- Search the celiums knowledge corpus using hybrid BM25 and semantic kNN to find ranked evidence modules by name, description, and relevance score for synthesis support.