Discover Awesome MCP Servers

Quotor

Enables AI agents to get real home & auto insurance quotes and start binding through a network of licensed independent agencies.

A2A-MCP-RealEstate

AI-powered Korean real estate analysis and recommendation system providing property data, location analysis, and combined investment and quality of life evaluation.

Pyramid Solver MCP

Interactive 4x4 sliding puzzle solver with MCP tools to open the widget and solve puzzles via A* or IDA*, plus a browser mode.

Vaaya

Give your AI agent a prepaid card to pay per call for hundreds of paid services — no per-vendor signups or API keys.

Docling MCP

A document processing MCP server that converts PDFs to structured formats and generates documents, with caching and RAG support.

mcp-kicad

MCP server exposing KiCad PCB Editor functionality via IPC API.

Trends MCP

Provides hosted trend data MCP server for querying Google, TikTok, Amazon, Reddit, YouTube, Steam, npm and 30+ trend sources in natural language from any MCP-compatible AI.

AI Tutoring RAG System

Enables personalized AI tutoring by allowing students to upload PDF/DOCX study materials that are processed and indexed for semantic search. Provides intelligent responses based on the student's own learning materials using RAG technology.

ebp-directory

MCP server for querying a cross-referenced directory of evidence-based therapies and interventions, enabling search by query, tier, problem, population, modality, and registry.

DALL-E 3 MCP Server

A Model Context Protocol server that provides OpenAI's DALL-E 3 image generation capabilities, allowing LLMs to generate high-quality images through a standardized interface.

Coursera MCP

Enables AI agents to programmatically interact with Coursera, including enrolling in courses, completing lectures, solving quizzes, submitting assignments, earning certificates, and pushing them to LinkedIn.

AI Backend MCP Server

Enables AI clients to use custom tools, maintain memory, and follow structured prompts, built with TypeScript MCP SDK and deployable to Cloudflare.

Spotify MCP Server

모델 컨텍스트 프로토콜을 통해 Spotify Web API와 통합되어 사용자가 트랙 검색, 재생 제어, 재생 목록 관리를 프로그래밍 방식으로 수행할 수 있습니다.

video-toolkit-mcp

A Model Context Protocol (MCP) server that provides comprehensive video tools: transcript retrieval, video downloading, and automatic subtitle generation using AI speech-to-text. Works with YouTube, Bilibili, Vimeo, and any platform supported by yt-dlp.

site-sense

coding cli claude code/github copilot will be able to see context of browser/open tab instead of copying back and forth

vibefix

Bug bounty platform for vibe coders. Post bugs from AI-generated code, browse bounties, apply to fix, submit solutions, and run website diagnostics from any MCP client.

Agno MCP Search

An MCP server that exposes an Agno agent with Google Gemini reasoning and Serper web search, enabling MCP-compatible clients like Claude Desktop to perform agent-driven web searches and receive synthesized answers.

Raw SQL MCP

Raw SQL MCP is a STDIO MCP server for executing raw SQL against SQL Server, SQLite, PostgreSQL, MySQL, and MariaDB.

LiveTap

LiveTap connects live data streams (MQTT, WebSocket, file tailing) to AI coding agents, enabling real-time monitoring and alerting through natural language.

Video Games MCP Server

Provides direct access to the RAWG gaming database, allowing users to search for games, retrieve detailed metadata, and explore genres within Claude. It streamlines game research by offering information on ratings, platforms, and release dates through natural language queries.

image-delta-mcp

Enables comparing container image versions to see package and CVE changes, including shedding/introductions, and comparing Chainguard images to upstream.

jira-mcp

Enables issue search, creation, updates, comments, status transitions, and project listing in Jira, purpose-built for security incident management and SOC workflows.

Airlock MCP

Enables AI agents to install and bootstrap projects using Airlock Smith, a guided spec-building workflow.

Claude Memory Server

Provides long-term memory capabilities for Claude through persistent storage and full-text search of context across conversations. Enables storing, searching, and managing memories organized by categories like facts, preferences, projects, and goals.

muninn-local-mcp

A local-first MCP server providing persistent, project-scoped and global memory for AI agents using ChromaDB and Ollama embeddings, fully offline.

Robot MCP Server

Enables LLM-based AI agents to control SO-ARM100 and SO-101 robots through natural language commands and camera feedback. It supports various transport protocols and provides tools for both autonomous robotic movement and manual keyboard operation.

AuroraDocs MCP Server

Enables local MCP clients to interact with an AuroraCloud workspace, supporting object listing, content reading, search, and task management through authenticated API calls.

semanticscholar-mcp-server

An MCP server that provides access to Semantic Scholar's academic graph, recommendations, and datasets APIs, enabling paper search, citation analysis, author lookups, and dataset discovery through 20+ tools.

Subscriptions API MCP Server

An MCP server for the VTEX Subscriptions API (v3) that enables managing subscription services through natural language interactions, auto-generated using AG2's MCP builder.

Jina MCP Server

A lightweight MCP server that exposes the web_reader tool via r.jina.ai for reading web content.