Discover Awesome MCP Servers

Frontend-Agnostic MCP Server

MCP 服务器的测试仓库

Azure Active Directory MCP Server by CData

Azure Active Directory MCP Server by CData

autousers

Evaluate UX with AI personas and human raters directly from MCP-aware clients like Claude and ChatGPT.

Python Executor MCP Server

Executes Python code snippets safely without shell interpretation, supports parallel batch execution and helper utilities for task decomposition.

ClickUp CLI

A token optimised ClickUp CLI with built in MCP server that provides an efficient way to get data from ClickUp without consuming large amounts of LLM context

Neo4j MCP Server

一个 Neo4j 模型上下文协议服务器的分支，它可以通过环境变量配置与 Neo4j 知识图谱进行交互，并改进了远程连接的选项。

supabase-security-mcp

MCP server that lets AI coding agents (Claude Code, Cursor, Cline) audit Supabase projects for security misconfigurations AND apply the fixes — without leaving the agent. Tools: audit_project, list_findings, preview_fix (BEGIN/ROLLBACK safety), apply_fix (with confirmation), apply_all_fixes (transactional bulk). Closes the audit-fix loop entirely in the agent — other Supabase scanners only report.

Hoogle MCP Server

Enables searching Hoogle, the Haskell documentation search engine, for packages, functions, and types.

European Parliament MCP Server

Model Context Protocol Server for European Parliament Open Data Providing AI assistants with structured access to parliamentary datasets and OSINT Intelligence Capabilities

mcp-activedirectory

Provides AI assistants with unified access to on-prem Active Directory via LDAP and Azure AD / Entra ID through the Microsoft Graph API. It enables comprehensive management and search of users, groups, computers, and cloud devices using 18 specialized tools.

aws-mcp-lambda-server

An MCP server that runs on AWS Lambda, enabling MCP clients like Claude Desktop to invoke tools such as weather forecasts via serverless infrastructure with OAuth authentication.

MCP Rust Docs Server

A Model Context Protocol (MCP) server for fetching Rust crate documentation from docs.rs using the rustdoc JSON API.

FootballBin MCP Server

Provides AI agents with access to football match predictions for Premier League and Champions League, including half-time/full-time scores, goal scorers, corner counts, and key player insights.

db-mcp

An MCP server that exposes the Deutsche Bahn public transport API to any MCP-compatible client (Claude Desktop, Cursor, Cline, Continue, etc.). Five tools cover station search, departures, journey planning, trip details, and nearby stations.

MCP Image Server

A TypeScript-based MCP server for generating custom images and icons using AI (GPT Image 1), supporting .png, .svg, and .ico formats, and designed for seamless integration with Vibe Coding.

SonarCloud MCP Server

A server that enables fetching and filtering SonarCloud issues related to pull requests, making it easier to identify and fix code quality problems.

Scenario Word

A Model Context Protocol (MCP) server that allows Claude AI to interact with custom tools, enabling extension of Claude's capabilities through the MCP framework.

paper-fetch-mcp

MCP server that turns DOI, URL, or paper titles into structured Markdown full-text with metadata and assets, enabling AI agents to read beyond abstracts.

lucid-mcp

AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs, and MySQL databases. Understand business semantics. Query with natural language.

mingle-mcp

Your AI finds the right people for you. Agent-to-agent networking via MCP. Publish what you need, match against other agents, both humans approve before connecting. Ed25519 signed, hosted API.

Google Maps Geocoding MCP Server

Enables LLM clients to convert addresses to coordinates (forward geocoding), coordinates to addresses (reverse geocoding), and lookup Google Place IDs using the Google Maps Geocoding API with support for multiple languages and advanced filtering.

codex-chats-mcp

Manages ChatGPT conversations and Codex Cloud tasks through MCP, enabling list, search, rename, archive, export, and permanent deletion from any MCP-compatible client.

Memoreei

An open-source MCP server that gives AI assistants a searchable memory of your entire personal communication history by ingesting messages from multiple platforms and indexing them with hybrid search.

Meme Generator MCP

Generates custom memes with text overlays using pre-configured templates. Supports multiple meme formats with customizable text positioning, fonts, and automatic word wrapping.

Enneagora E-commerce MCP Server

Enables customer support across e-commerce platforms by providing order management, product guidance, and account assistance tools through natural language queries.

Langfuse MCP Server

Model Context Protocol server for Langfuse observability. Query traces, analyze accuracy, detect failures, track costs, debug latency, manage prompts and datasets.

mcp-loco-app

MCP 服务器 LOCO 仓库 (MCP fúwùqì LOCO cāngkù)

Perplexity MCP

一个服务器，通过使用 Perplexity AI 的 API 来提供网页搜索功能，旨在与 Claude 桌面客户端集成，以增强搜索查询。

Kafka MCP Server

Enables interaction with Kafka clusters via MCP, supporting topic management (list, create, delete, inspect), connection initialization, and more through natural language.