Retrieve a folder using its numeric id to access the knowledge-base articles organized within it.
MIT
466,680 tools. Updated 2026-08-19 19:53
"Connecting to a vector knowledge base" matching MCP tools:
- Add a knowledge base to an ElevenLabs agent by supplying a URL, file, or text. Supports EPUB, PDF, DOCX, TXT, and HTML for enhanced agent capabilities.MIT
- List available data sources in the MongoDB Assistant knowledge base to locate search filter parameters for targeted knowledge queries.Apache 2.0
- Retrieve Advisor Recommendations for a given Knowledge Base article or solution ID to obtain system-specific remediation steps.Apache 2.0
- Generate 768-dimensional dense vector embeddings from text to enable RAG and semantic search. Accepts single strings or batches, converting them into vector representations via BAAI BGE-Base.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
Matching MCP Servers
- Alicense-qualityCmaintenanceA knowledge base MCP server that aggregates team knowledge from multiple sources into Postgres. It provides hybrid search (full-text + vector + RRF) via MCP tools, and enables direct recording of decisions, learnings, and pitfalls.MIT
- FlicenseAqualityDmaintenanceA personal knowledge base MCP server that allows AI assistants to manage notes, tasks, and ideas through tools, resources, and prompts.11
Matching MCP Connectors
A searchable knowledge base your assistant reads and writes.
AI-powered knowledge base for Double - Thank You with semantic search and question answering.
- 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
- Retrieve verified firearms information from Woody's knowledge base using vector search. Get raw document chunks with relevance scores for fact-checking or finding specifications.MIT
- Remove a file from a knowledge base without deleting the file itself. Use this action to exclude specific files from a knowledge collection.MIT
- Create typed relationships between memories to build a knowledge graph connecting related concepts.MIT
- Search the local knowledge base to retrieve relevant information. Returns top matching knowledge cards with scores and content. Use to find existing knowledge before conducting web research.MIT
- Statically validate a knowledge base to catch parse errors, undefined predicates, recursion with no base case, and duplicate facts or rules.MIT
- Verify a user's read or write access to a knowledge base before querying, serving as a pre-flight permission check.Apache 2.0
- Delete a saved knowledge topic from the knowledge base with required confirmation.Apache 2.0
- Save resolved SAP HANA incidents or findings to a local Markdown knowledge base. Capture symptoms, root cause, solution, and lessons to build searchable documentation.MIT
- Ask a natural language question to retrieve relevant chunks from your knowledge base. Get direct answers for AI assistants.MIT
- List available data sources in the MongoDB Assistant knowledge base to explore options or obtain search filter parameters for search-knowledge queries.Apache 2.0
- Lists all bots connected to a specific knowledge base, enabling you to audit and manage bot-knowledge base dependencies.MIT
- Search Fodda's expert-curated knowledge graphs using hybrid vector and keyword methods to find relevant trends and articles across industries like retail, beauty, and sports.Inno Setup
- 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