Search the RAG corpus with semantic and keyword hybrid search to find relevant content marketing ideas.
MIT
510,037 tools. Updated 2026-09-03 18:53
"A server for searching and retrieving information using keyword, semantic, or hybrid search methods" matching MCP tools:
- Search across knowledge collections using hybrid, semantic, or keyword modes. Apply filters to refine results by collection, evidence tier, or date.MIT
- Search a codebase using keyword, semantic, or hybrid queries to find relevant code chunks with file paths, line numbers, and relevance scores.MIT
- Search your Obsidian vaults using semantic meaning, keyword matching, or hybrid mode to retrieve past decisions, notes, and research context.Apache 2.0
- Search stored knowledge containers using semantic, keyword, or hybrid modes. Retrieve ranked document chunks with scores to answer questions from isolated knowledge bases.MIT
- Search and retrieve stored memories using keyword, semantic, or hybrid modes. Filter results by tags, time range, or importance to find relevant information quickly.MIT
Matching MCP Servers
- FlicenseAqualityDmaintenanceA Model Context Protocol server that enables keyword search within files, returning matching lines with line numbers.11
- AlicenseNot gradedqualityDmaintenanceEnables searching for a keyword within a text file using Model Context Protocol tools via standard input/output.2251MIT
Matching MCP Connectors
Best Keyword Research API: This Keyword Tool API Find millions of keyword suggestions for your SEO..
Web search for AI agents. Ranked results with page passages already extracted, plus URL to markdown.
- Search targeted memories using semantic vector or hybrid mode. Hybrid mode adds trigram word similarity for Chinese and keyword queries.MIT
- Search a knowledge base using semantic, keyword, or hybrid methods to find relevant information from vectorized content.MIT
- Search a knowledge bundle using natural language queries. Returns ranked concepts with scores and snippets, supporting hybrid, keyword-only, or semantic-only modes.Apache 2.0
- Search a shared Markdown memory using hybrid keyword and semantic retrieval to locate relevant context for coding tasks.MIT
- Search knowledge bases with hybrid semantic and keyword queries to find relevant information chunks with relevance scores.
- Search stored memories using hybrid keyword and semantic search, ranked by salience. Faded memories rank lower.
- Retrieve relevant information from a synchronized mailbox knowledge corpus using keyword, semantic, or hybrid search modes to quickly locate answers without manually scanning full email archives.MIT
- Find notes using hybrid keyword and semantic search, even when exact words differ; narrow results by folder, tags, type, properties, or dates.MIT
- Retrieve the most relevant documents from an OpenSolr index using hybrid, semantic, or lexical search modes. Filter results, adjust relevance balance, and apply recency bias for fresh results.MIT
- Find code by concept, behavior, or description instead of exact names. Returns function/class locations with file paths and line numbers via hybrid semantic and keyword search.MIT
- Locate documents or records across indexed datasets using keyword or semantic search. Filter by document type, language, or quality, and choose structured, semantic, or hybrid modes.MIT
- Search your LINE message history using hybrid keyword and semantic matching. Automatically indexes conversations when available and returns accurate results or an honest notice when none exist.MIT
- Search digital assets using vector or keyword queries. Use natural language filters to locate specific assets.ISC
- Find relevant passages across local documents with hybrid keyword and semantic search. Returns ranked results with file paths and scores, and can be narrowed to specific folders.MIT