A
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maintenanceRAG Vault lets your AI coding assistant search your private documents locally. Everything runs on your machine and your data stays private.
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MIT
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"Exploring RAG through defined workspaces" matching MCP servers:
- Alicense-qualityCmaintenanceA privacy-preserving local RAG system integrated with MCP, enabling natural language queries over ingested documents and a SQLite database through vector search and local database tools.MIT
- Alicense-qualityBmaintenanceConnects to a PostgreSQL database (pgvector) to perform semantic retrieval via the search_documents tool, returning raw document snippets for LLM synthesis.1GPL 3.0
- Alicense-qualityBmaintenanceAgentic RAG Knowledge Assistant is a secure, tenant-isolated MCP server built with FastAPI, PostgreSQL, and pgvector that enables document ingestion, semantic retrieval, and vector search over PDF, DOCX, and text files through authenticated MCP tools.MIT
- Alicense-qualityBmaintenanceRead-only MCP server that exposes ZAP's RAG search modes (plain, hybrid, hybrid_rerank) for agents to perform semantic code retrieval.Apache 2.0
- Flicense-qualityDmaintenanceEnables semantic search and retrieval of code files using embeddings stored in PostgreSQL. Supports intelligent codebase exploration through natural language queries, file listing, and content retrieval.16
- Flicense-qualityCmaintenanceEnables RAG (Retrieval-Augmented Generation) with tools for vector search, document access, and OpenAI integration, plus MySQL storage and file system operations via MCP.
- Flicense-qualityDmaintenanceA Model Context Protocol server for reading TiDB RAG knowledge base, enabling browsing, searching, and vector search of knowledge entries.
- Alicense-qualityDmaintenanceA powerful AI service platform that provides complete MCP tool calling capabilities and RAG knowledge base functionality, enabling users to connect to multiple MCP servers and perform intelligent document search.Apache 2.0
- Alicense-qualityCmaintenanceMCP server platform enabling agents to self-register and access geo MCP tools (read-only geo_entities) plus hello ping services via a public MCP endpoint.MIT
- Flicense-qualityBmaintenanceEnables querying a Neo4j knowledge graph about Wroclaw University of Science and Technology using natural language. Converts user questions into Cypher queries and retrieves contextual information through an intelligent RAG pipeline with LLM-powered query routing.5
- Flicense-qualityDmaintenanceEnables AI copilots to understand and query Salesforce org configurations through intelligent metadata chunking and semantic search. Provides access to Apex classes, custom objects, flows, layouts, and other metadata with hybrid vector and keyword search capabilities.
- AlicenseAqualityCmaintenanceEnables AI assistants to query PowerBI workspaces, datasets, and execute DAX queries through the PowerBI REST API.7MIT
- AlicenseAqualityBmaintenanceEnables exploring Microsoft Fabric / Power BI workspaces and semantic models, and executing ad-hoc DAX queries.57MIT
- FlicenseAqualityDmaintenanceEnables querying, exploring, and interacting with Azure SQL databases through MCP-compatible clients like Claude Desktop.5
- FlicenseAqualityCmaintenanceEnables running SQL queries, exploring metadata, and interacting with Teradata databases through the Model Context Protocol.4
Tableau MCP Serverofficial
Alicense-qualityAmaintenanceEnables AI applications to integrate with Tableau through tools, resources, and prompts for querying data, exploring content, and retrieving visualizations from Tableau workbooks and datasources.11,978321Apache 2.0
Dremio MCP Serverofficial
Alicense-qualityBmaintenanceEnables LLMs to interact with Dremio data platforms for querying, analyzing data patterns, and exploring metadata through natural language, with support for both local and production Kubernetes deployments.52Apache 2.0- Alicense-qualityDmaintenanceEnables secure read-only access to PostgreSQL databases through SELECT queries only, with tools for exploring schemas, listing tables, and executing common queries while preventing any data modification operations.505MIT
