Discover Awesome MCP Servers

sqlite-analyst

Enables AI assistants to explore and query SQLite databases through read-only tools, with defense-in-depth sandboxing preventing any data modifications.

Travel Assistant MCP

AI-native travel search MCP with affiliate booking links and optional x402 premium intelligence.

mcp-nuget

MCP server for querying the NuGet package registry. Enables searching packages and retrieving metadata, versions, and dependencies.

AI Books MCP Server

Extends LLM context windows by 15-60× using gravitational memory compression, enabling massive context extension for codebases, research papers, and long documents.

REE MCP Server

Enables natural language conversations with Spain's electrical grid data through Claude, providing real-time access to electricity demand, generation, prices, and emissions data from Red Eléctrica de España (REE).

UseMyContext

The personal context layer for AI - one user owned profile plus files, read by any MCP client so you never re-introduce yourself.

CrewAI MCP Server

Exposes CrewAI tools through a REST API that allows Claude and other LLMs to access web search functionality, data analysis capabilities, and custom CrewAI tools.

RAG Knowledge Graph MCP

RAG Knowledge Graph - MCP server providing AI-powered tools and automation by MEOK AI Labs

RegGuard MCP Server

An AI-powered compliance assistant that analyzes financial marketing content for regulatory violations across multiple jurisdictions including Singapore, Hong Kong, UAE, and India. It enables real-time compliance checking, automatic disclaimer insertion, and audit trail generation within MCP-compatible environments like Claude and Cursor.

ragora

Search your knowledge bases from any AI assistant. Ragora is a knowledge marketplace that lets you upload, organize, and search documents using hybrid RAG (dense + sparse vectors). Connect via MCP to search across all your collections directly from Claude, Cursor, VS Code, and more.

Context Coder MCP

Loads entire codebase into LLM context for AI-assisted code understanding and editing.

Jinja2 MCP Server

生产就绪的MCP协议Jinja2模板渲染服务器，为AI应用提供安全沙箱执行和复杂JSON参数的模板处理能力。

browser-devtools-mcp

A Playwright-based MCP server that exposes a live browser as a traceable, inspectable, debuggable and controllable execution environment for AI agents.

ShadowRun

A local-first stdio proxy for MCP servers that traps destructive tool calls and holds them for manual commit or discard, preventing accidental mutations.

midifier

MCP server that transcribes songs into multi-track General MIDI files, identifying instruments and structuring tracks. Accepts audio files and manages transcription jobs with queue and ETA.

rag-mcp-server

RAG document search MCP server that allows AI assistants to search a local document set and retrieve grounded passages via keyword (SQLite FTS5) or semantic (Chroma) backends.

io.github.OpenAdaptAI/openadapt-agent

Serves compiled OpenAdapt workflows to MCP clients as read-only or executable tools, and exposes a Needs Attention queue with attended actions like continue, skip, teach, and escalate.

FIFA World Cup 2026 MCP Server

Enables conversational AI to fetch live World Cup matches, standings, results, and generate journalist-style match summaries using MCP tools and prompts.

Granola MCP Server

Integrates Granola.ai meeting intelligence with MCP clients to provide direct access to meeting notes, transcripts, and workspace organization. It allows users to search and retrieve meeting content through natural language by leveraging existing Granola credentials.

MCP Server Basic Example

A sample implementation of Model Context Protocol server demonstrating core functionality with simple arithmetic tools and greeting resources.

9-axis-human-sonar-mcp

MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client.

MCP Maker

사용자들이 다양한 기능을 갖춘 프로젝트를 구성할 수 있도록 도구와 템플릿을 제공하여 새로운 MCP(Model Context Protocol) 서버 생성을 돕는 특화된 서버입니다.

fastmcp-server

Production-ready FastMCP server image that dynamically loads tools, resources, prompts, and knowledge bases from inline, S3, or Git sources.

Funplay MCP for Unreal

Enables AI assistants to directly control and interact with the Unreal Editor through natural language, allowing tasks such as spawning actors, building levels, creating materials, and running Python scripts.

Integration App MCP Server

This MCP server implementation allows users to manage and expose actions as tools from their Integration App workspace through the Model Context Protocol.

mcp-jira

Provides JIRA issue search, retrieval, and update functionalities via MCP.

@metag/mcp

Generates video drafts from a prompt with a proprietary engine, then hands off to a human-editable timeline with tools for reshoots, takes, and media operations like image editing and speech synthesis.

Binary MCP Server

Enables AI assistants to analyze binaries, debug processes, and inspect kernel state using Ghidra, x64dbg, WinDbg, and ILSpyCmd.

agy-headless-bridge MCP server

Enables calling Google's Antigravity CLI (agy) headlessly through MCP, providing tools like agy_ask and agy_research for agents like Claude Code.

XFOIL MCP Server

Enables aerodynamic analysis through XFOIL polar computations. Provides typed models and tools to run airfoil performance analyses from agents or automation workflows.