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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"RAG MCP servers with quality validation" matching MCP servers:
- Alicense-qualityBmaintenanceConnects to a PostgreSQL database (pgvector) to perform semantic retrieval via the search_documents tool, returning raw document snippets for LLM synthesis.Last updated1GPL 3.0
- Alicense-qualityBmaintenanceRead-only MCP server that exposes ZAP's RAG search modes (plain, hybrid, hybrid_rerank) for agents to perform semantic code retrieval.Last updatedApache 2.0
- Alicense-qualityDmaintenanceEnables users to interact with PostgreSQL databases through natural language, with GitHub OAuth authentication and role-based access control.Last updatedMIT
- Flicense-qualityCmaintenanceEnables AI assistants to perform CRUD operations on a SQLite database, with all tools protected by Google OAuth 2.0 authentication.Last updated
- 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.Last updated16
- Alicense-qualityDmaintenanceThis lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things with Neo4j and your Aura account.Last updated978MIT
- Flicense-qualityDmaintenanceEnables integration with financial transaction data through REST APIs, PostgreSQL databases, and document storage systems. Demonstrates agentic AI capabilities by connecting to Alpha Vantage API and managing financial data through natural language interactions.Last updated
- 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.Last updated
- Alicense-qualityFmaintenanceProvides LLM access to Exasol database via MCP tools, including metadata reading and data queries, with an optional on-premise text-to-SQL (Governed SQL) translation.Last updated4MIT
- 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.Last updatedApache 2.0
- Alicense-qualityDmaintenanceEnables AI models to access external services including weather data, file system operations, and SQLite database interactions through a standardized JSON-RPC interface. Features production-ready architecture with security, rate limiting, and comprehensive error handling.Last updated275MIT
- Alicense-qualityDmaintenanceEnables you to chat with your PostgreSQL database via natural language, with GitHub OAuth authentication and role-based access control for secure read/write operations.Last updatedMIT
- Flicense-qualityFmaintenanceEnables 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.Last updated5
- Alicense-qualityCmaintenanceMCP to access any database accessible via JDBC such as Postgres, Oracle, mysql, mariadb, sqlite etc.Last updated195Apache 2.0
- Flicense-qualityDmaintenanceAn MCP server that enables programmatic interaction with Google Groups Migration API for importing messaging data into Google Groups, allowing users to migrate email messages from external systems.Last updated
- 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.Last updated
- Flicense-qualityDmaintenanceAn MCP (Multi-Agent Conversation Protocol) Server that provides access to Google Cloud's Dataproc Metastore API, enabling AI agents to manage and interact with Hive metastore services through natural language.Last updated
- Flicense-qualityDmaintenanceAn MCP server that enables interactions with InfluxDB's open-source time-series database API, allowing data querying, management, and operations through natural language.Last updated
- Flicense-qualityDmaintenanceAn MCP Server that provides natural language access to Google's Firebase Realtime Database API, enabling database operations and management through conversation.Last updated
