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
214,374 tools. Last updated 2026-06-19 21:11
"Connecting to a vector knowledge base" matching MCP tools:
- Retrieve real-time MidOS system status including knowledge base stats, vector health, MCP tools, research queue, and tips to optimize your agent's use of MidOS.MIT
- List available data sources in the MongoDB Assistant knowledge base to explore them or obtain filter parameters for searching knowledge.
- Check live MidOS system status including knowledge base stats, vector store health, available MCP tools with usage examples, and research queue to orient your agent and leverage MidOS effectively.MIT
- Update the vector index for knowledge base documents. Re-embeds only changed files by default, or rebuild all embeddings from scratch when forcing a full reindex.Business Source 1.1
- Initialize a local knowledge base in a directory, creating the .lilbee/ folder with documents/, data/, and .gitignore. Automatically switches the session to use this knowledge base for subsequent tool calls.Elastic 2.0
Matching MCP Servers
- Alicense-qualityAmaintenanceA cross-project knowledge base MCP server supporting three-layer search (text matching, TF-IDF, and semantic vectors) with a Web UI for management.Last updated56MIT
- FlicenseAqualityCmaintenance基于MCP协议的知识库服务器，内置LLM层，提供结构化知识存储、语义搜索和主动知识推送，支持通过工具进行知识学习、搜索和关联推理。Last updated6
Matching MCP Connectors
AI-powered knowledge base for Double - Thank You with semantic search and question answering.
A semantic search server that gives AI assistants instant access to Dodo Payments documentation and knowledge base.
- Retrieve complete project context in one call: brief, file tree, tasks, knowledge, failures, directives, agents, and policies. Use this first when connecting to a project.MIT
- List knowledge base categories with filters to understand taxonomy before creating or categorizing articles.MIT
- Remove a project's knowledge base and all associated entries from Hivemind MCP to start fresh or completely delete project data.MIT
- Search Point's verified knowledge base using hybrid search to retrieve ranked results with relevance scores, text excerpts, and pre-formatted citations.MIT
- Add knowledge base content to an ElevenLabs agent from files, URLs, or text to enhance its contextual understanding and response capabilities.
- Initialize a domain with a knowledge base by uploading markdown content. Each ## section becomes a searchable vector-embedded document. Run this before testing or serving chat queries.MIT
- Search a knowledge base using semantic, keyword, or hybrid methods to find relevant information from vectorized content.MIT
- Permanently remove a knowledge base page by providing its page ID.ISC
- Store text content as memories with metadata and automatic vector embeddings for semantic retrieval. Use to record decisions, patterns, or knowledge.PolyForm Noncommercial 1.0.0
- Answer your question by searching a knowledge base with semantic search and generating an AI-synthesized response using vector similarity.MIT
- Check the current status of the knowledge base vector store to monitor build progress, document count, and cache statistics.MIT
- Perform semantic, lexical, or hybrid searches on vector databases to retrieve relevant knowledge based on queries.MIT
- List all namespaces in the RAGBrain knowledge base to discover available knowledge areas. Returns names, descriptions, document counts, and optionally a hierarchical tree.MIT
- Link documents to AI agents by adding them to the agent's knowledge base for enhanced information access and processing.MIT