A
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qualityD
maintenanceConverts any REST API into MCP-compatible tools instantly by providing an OpenAPI/Swagger spec, enabling seamless integration with AI agents.
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"An MCP to access OpenAI's RAG system via API" matching MCP servers:
- Alicense-qualityDmaintenanceSelf-hosted credential store and API proxy for AI agents. One Bearer token, all your services. Handles OAuth refresh, encrypted storage, audit logging, and per-agent permissioning.Last updated72MIT
- AlicenseAqualityAmaintenanceLocal RAG system for Claude Code with hybrid search (semantic + BM25), cross-encoder reranking, markdown-aware chunking, and 12 MCP tools. Zero external servers, pure ONNX in-process.Last updated13236MIT
- AlicenseAqualityAmaintenanceAn MCP server that gives AI agents access to configured databases (PostgreSQL, MySQL, Redshift, SQL Server) with SSH/AWS SSM tunnels, pluggable secret providers, and strict per-instance isolation.Last updated10MIT
- Alicense-qualityBmaintenanceMinimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.Last updatedMIT
- AlicenseAqualityAmaintenanceA multi-agent Retrieval-Augmented Generation system exposed as an MCP server. Ask a question and a LangGraph pipeline plans the retrieval, pulls evidence from a pgvector knowledge base, optionally augments it with live web research, drafts a cited answer, and then self-critiques it for grounding — revising until the answer is supported by the sources.Last updated31MIT
- AlicenseAqualityAmaintenanceSearch 47,000+ marketing agencies and get AI-matched with fitted agencies, from Pick an Agency.Last updated32MIT
- AlicenseAqualityCmaintenanceRoutes one brief to the right image model across 60+ (gpt-image-1.5, Ideogram 3, Recraft V4, Flux), validates the output, and fans out to iOS/Android/PWA/favicon/visionOS/Flutter bundles. Works without an API key via Pollinations, HF Inference, Stable Horde, or host-LLM inline SVG.Last updated2415MIT
- AlicenseAqualityCmaintenanceServer that enables AI assistants to interact with Storybook design systems. Extract component HTML, analyze styles, and help with design system adoption and refactoring.Last updated83369MIT
- AlicenseAqualityBmaintenanceAbout Your task manager is the best agent memory you're not using. An agent-native context layer over your existing task app.Last updated269MIT
- AlicenseAqualityBmaintenance"primitive" RAG-like web search model context protocol server that runs locally. ✨ no APIs ✨Last updated5132PythonMIT
- AlicenseAqualityAmaintenanceGovernance framework for LLM agents. Exposes seven mechanically-enforced rules plus tools for preflight file protection, audit-chain verification, session handoff and worklog templates, MCP config auditing, and an emergency kill switch.Last updated123443MIT
- AlicenseBqualityBmaintenanceLocal repo-intelligence MCP for coding agents: indexes source, symbols, call graphs, git/GitHub history, and source-bound repo memories into local database.Last updated4711MIT
- Alicense-qualityDmaintenanceEnables AI agents to create, validate, and export UML system models using structured MSON format. Supports generating PlantUML and Mermaid diagrams with direct export to System Designer macOS application.Last updated1MIT
- Alicense-qualityAmaintenanceRAG Knowledge - MCP server providing AI-powered tools and automation by MEOK AI LabsLast updated2MIT
- Alicense-qualityAmaintenanceConverts any Python Click or Typer CLI into an MCP server automatically — zero-code transformation that introspects CLI commands and exposes them as MCP tools.Last updated4Apache 2.0
- Alicense-qualityCmaintenanceAn advanced MCP server providing RAG-enabled memory through a knowledge graph with vector search capabilities, enabling intelligent information storage, semantic retrieval, and document processing.Last updated3846MIT
- Alicense-qualityDmaintenanceModel Context Protocol server exposing system prompt files and summaries.Last updated8GPL 3.0
- Alicense-qualityDmaintenanceA Model Context Protocol server that enables any MCP-compatible application to perform advanced multi-modal document processing and retrieval using RAG-Anything.Last updatedMIT
- Flicense-qualityCmaintenanceMCP server for Fathom Works RAG that exposes a self-hosted knowledge base as tools for any MCP-capable LLM to query documents, manage libraries, and ingest files or URLs.Last updated