Search a knowledge base using natural language queries. Returns semantically similar knowledge items with optional filters for project, kind, tags, and time.
212,100 tools. Last updated 2026-06-19 07:24
"A server to build a knowledge base of Node.js packages with RAG search functionality" matching MCP tools:
- Find relevant information from your PDF knowledge base using semantic search. Retrieve cited excerpts from indexed documents by combining multiple databases.AGPL 3.0
- Execute a complete RAG workflow to answer questions using retrieved context documents. Handles embedding, semantic search, and answer generation with direct quotes.MIT
- Check the indexing status and coverage of your PDF knowledge bases. View document and chunk counts, last build time, and un-indexed PDFs to ensure your RAG corpus is complete.AGPL 3.0
- Add a knowledge base document (epub, pdf, docx, txt, html) to an ElevenLabs agent to enhance its capabilities with specific information from a URL, file, or text input.MIT
- Search Redis documentation and knowledge base to find information on concepts, data structures, features, and use cases including caching, session management, and semantic search.MIT
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- Flicense-qualityBmaintenanceEnables any MCP-compatible AI assistant to search, filter, and retrieve information from a local document collection using a hybrid search pipeline with vector, BM25, reranking, and LLM enrichment.Last updated4
- Flicense-qualityAmaintenanceProduction-ready MCP server providing RAG, hierarchical memory, and 8+ tools for AI agents via the Model Context Protocol.Last updated28
Matching MCP Connectors
AI-powered knowledge base for Double - Thank You with semantic search and question answering.
Manage your Canvas coursework with quick access to courses, assignments, and grades. Track upcomin…
- Search the Claude Code architecture knowledge base to understand module implementations, patterns, and decisions using natural language queries with adjustable depth.MIT
- Upload a project archive to auto-detect Node.js build settings and start a build. Supports zip, tar.gz, or tgz files up to 50MB.MIT
- List available data sources in the MongoDB Assistant knowledge base to explore them or obtain filter parameters for searching knowledge.
- Retrieve and stream live logs from a Node.js build process using a build UUID. Poll with a line offset to receive only new output.MIT
- List Node.js builds for a website with pagination and filtering by build state.MIT
- Retrieve a list of all knowledge folders in your organization, each containing documents for RAG capabilities.MIT
- Build a knowledge graph from a seed memory using embedding similarity to explore how a concept connects to stored knowledge.MIT
- Index PDFs into a named knowledge database layer using local embeddings, enabling semantic search without external API keys.AGPL 3.0
- Retrieve runtime identity details such as build ID, active workspace root, and resolved base directory for this AIRG server instance.MIT
- Create a searchable knowledge tool for retrieving documents. Integrates selected knowledge folders into a custom tool for RAG-based document search.MIT
- Search the curated knowledge base for relevant information on any topic. Retrieve targeted results to answer your questions.MIT
- Search a knowledge group for relevant documents using a query. Provide a group ID and search terms to retrieve matching results.MIT
- Retrieve paginated push message lists with search functionality to filter by name, description, or campaign key. Simplifies fetching and managing A/B test data in Hackle MCP.MIT
- Retrieve a paginated list of A/B test experiments with search functionality to filter by name, description, or experiment key, enabling streamlined data access and analysis.MIT