"Information or Uses for a Rag" matching MCP servers:

• 讯飞智文PPT生成服务MCP Server

  Alex-Smith-1234

  A

  license

  A

  quality

  D

  maintenance

  An MCP-compatible server that uses iFlytek's large language model to generate PowerPoint presentations, offering template selection, outline creation, and PPT generation with features like automatic image insertion.

  Last updated 2025-05-30

  161

  6

  1

  MIT
• 

  全球海关贸易数据 MCPofficial

  TopEase-AI

  A

  license

  B

  quality

  B

  maintenance

  提供全球238个国家/地区的进出口贸易数据查询，支持按企业名称、产品关键字、HS编码等多维度联合搜索。

  Last updated 2026-06-13

  1

  MIT

• mcp-for-azure-devops-boards

  danielealbano

  A

  license

  C

  quality

  C

  maintenance

  MCP for Azure DevOps Boards is a MCP server that lets your favourite AI browse, query and update Azure DevOps work items as if it were a project manager. Written in Rust and optimized for tokens usagem, It runs via stdio or HTTP mode and uses standard Azure authentication with az login.

  Last updated 2026-05-07

  23

  6

  MIT

• 神岛数据统计 MCP 服务器

  box3lab

  A

  license

  -

  quality

  D

  maintenance

  提供对神岛平台用户数据、地图信息和统计数据的访问，包括公开和需要认证的API。

  Last updated 2025-08-02

  5

  3

  MIT

• 医学知识检索 MCP 服务器

  aschenmo

  A

  license

  -

  quality

  D

  maintenance

  基于 MCP 协议的专业医学信息查询工具，集成 MSD 手册、MeSH 主题词、医学编码、术语和药品查询等多个权威数据源，支持 Claude Desktop、Cursor 等 AI 应用。

  Last updated 2025-10-13

  3

  MIT

• A股实时行情MCP服务器

  Llldmiao

  A

  license

  -

  quality

  C

  maintenance

  基于Model Context Protocol (MCP) 的A股实时行情查询服务器，支持查询A股实时价格、历史K线数据、财务信息及市场概况。

  Last updated 2025-09-24

  6

  MIT

• Todo for AI MCP Server

  todo-for-ai

  A

  license

  -

  quality

  D

  maintenance

  Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

  Last updated 2026-03-24

  48

  Apache 2.0

• 奇黄&智草MCP医疗助手

  AiLMe-AI

  A

  license

  -

  quality

  D

  maintenance

  MCP server for hybrid medical consultation integrating Western and Traditional Chinese Medicine, enabling symptom analysis, diagnosis, and treatment suggestions through two specialized models.

  Last updated 2025-04-29

  5

  Apache 2.0

• Graph RAG MCP Server for

  saselvan

  A

  license

  -

  quality

  -

  maintenance

  A local-first Graph-RAG system combining ChromaDB with metadata-based graph relationships and Gemini 2.5 Flash for intelligent Q&A over Obsidian vaults, supporting MCP clients like Claude Desktop, Cursor, and Raycast.

  Last updated 2026-02-03

  MIT

• Prompt for User Input MCP

  goldensansapple

  A

  license

  -

  quality

  D

  maintenance

  Enables AI models to interactively prompt users for input or clarification directly through their code editor. It facilitates real-time communication between assistants and users during development tasks.

  Last updated 2025-10-22

  MIT

• RAG In A Box MCP Server

  DevNexsler

  F

  license

  -

  quality

  B

  maintenance

  Enables any MCP-compatible AI assistant to search, filter, and retrieve information from a local document collection using a hybrid search pipeline with vector, BM25, reranking, and LLM enrichment.

  Last updated 2026-06-27

  4

• MCP智能简历投递助手

  guangliangyang

  F

  license

  -

  quality

  D

  maintenance

  Enables AI-driven job application automation for LinkedIn and SEEK platforms with intelligent cover letter generation, automated application submission, and application tracking management. Supports anti-detection measures and complies with platform usage policies for safe job hunting automation.

  Last updated 2025-10-23

• xlsx-for-ai

  senoff

  A

  license

  A

  quality

  A

  maintenance

  50 tools and 400 functions for working with Excel/.xlsx spreadsheets — read/write, recalculate formulas, diff, repair broken references, and audit. Built for AI agents.

  Last updated 2026-06-14

  50

  2,038

  MIT

• io.github.p-w-4-z/inbox-mcp

  p-w-4-z

  A

  license

  A

  quality

  C

  maintenance

  Provider-agnostic email MCP server that connects any IMAP mailbox to AI assistants, enabling email management through natural language.

  Last updated 2026-04-13

  8

  AGPL 3.0

• Modular RAG MCP Server

  nobitalqs

  A

  license

  A

  quality

  D

  maintenance

  A fully modular RAG system with MCP protocol integration, enabling hybrid retrieval, multimodal support, and dual-mode transport for connecting to AI assistants like GitHub Copilot and Claude Desktop.

  Last updated 2026-03-18

  5

  1

  MIT

• QR for Agent

  benswel

  A

  license

  A

  quality

  B

  maintenance

  Dynamic QR code platform for AI agents. Create, customize, and track QR codes without regenerating images. 37 tools covering 11 QR types (URL, vCard, WiFi, event…).

  Last updated 2026-06-09

  37

  1

  MIT

• io.github.peterkolbe/ableton

  peterkolbe

  A

  license

  A

  quality

  A

  maintenance

  MCP server that bridges Ableton Live with AI models, enabling real-time project inspection and control such as track overview, device parameters, and audio analysis.

  Last updated 2026-05-15

  12

  MIT

• firebase-mcp

  s-h-u-h-a-r-i

  A

  license

  A

  quality

  B

  maintenance

  A Model Context Protocol server that exposes Firebase Firestore and Authentication to AI agents, supporting multi-project configurations and read operations.

  Last updated 2026-06-12

  5

  195

  MIT

• MCP server for Revit - Python

  mcp-servers-for-revit

  A

  license

  A

  quality

  C

  maintenance

  Enables Large Language Models to access and manipulate Autodesk Revit models through a pyRevit-based bridge and the Model Context Protocol.

  Last updated 2026-06-04

  20

  133

  MIT

• MCP Docs RAG Server

  kazuph

  F

  license

  A

  quality

  D

  maintenance

  A TypeScript MCP server that allows querying documents using LLMs with context from locally stored repositories and text files through a RAG (Retrieval-Augmented Generation) system.

  Last updated 2025-03-10

  4

  17