Discover Awesome MCP Servers

abgeordnetenwatch

Access German federal and state parliament data, including politicians and mandates, via a Pipeworx MCP gateway.

yt-mcp

A YouTrack MCP server that enables natural language interaction with your YouTrack instance, supporting issue management, time tracking, agile boards, and more.

Meilisearch MCP Server

使 AI 助手能够通过模型上下文协议与 Meilisearch 交互，从而通过标准化接口实现全面的索引、文档和搜索管理。

telegram-public-mcp-cloudflare

Reads public Telegram channel pages and exposes them as MCP tools over Streamable HTTP/JSON-RPC, enabling retrieval of channel info, latest posts, and search without Telegram API credentials.

Understand-Anything MCP Server

Enables AI assistants to deeply understand codebases via Knowledge Graphs, supporting fuzzy search, architecture layer queries, call chain tracing, impact analysis, and domain knowledge with multi-project support.

dvmcp

为安全研究人员准备的极易受攻击的 MCP 服务器。

timeverse-plugin-search

Searches multiple sources including SkillHub, Smithery, MCP Registry, GitHub, and web for MCP servers and skill packages.

SSH MCP Server

Enables AI assistants to execute SSH commands and perform token-efficient file operations on remote servers via the Model Context Protocol.

opentargets-mcp

MCP server that exposes the Open Targets Platform GraphQL API as a set of tools for querying biomedical data such as targets, diseases, drugs, and genetic evidence.

@nlspec/server

Enables AI agents to parse, create, update, delete, and search natural language specification elements in markdown files via MCP tools.

KLinePic MCP Server

Generate annotated post-trade candlestick review-chart PNGs from broker or exchange fills. Includes capability checks, no-charge preflight validation, and chart rendering; no signals or order execution.

MCP Feedback Enhanced

Establishes feedback-oriented development workflows with Web UI and desktop app, enabling AI to confirm with users before actions and consolidate tool calls into feedback requests.

mcp-kg-server

MCP server exposing a medical knowledge graph (289 Western drugs, 204 TCM drugs, diseases, symptoms) as MCP tools. Enables AI agents to search drugs, check drug compatibility, and query symptoms-to-medication recommendations locally.

pulse8-ai-cortex-knowledge-vault

Enables AI agents to persist, search, and evolve knowledge through a Markdown vault with a typed knowledge graph and MCP interface.

BlockDAG MCP Server

Brings BlockDAG blockchain data to AI assistants, enabling natural language queries for balances, transactions, tokens, and network stats.

Gorev Task Management Server

Enables AI assistants to manage tasks, projects, and dependencies through MCP protocol with embedded Web UI, multi-workspace support, and Turkish language capabilities for productivity tracking.

MySQL MCP Server

Enables safe interaction with MySQL databases through SELECT queries, table structure inspection, and database schema exploration. Provides read-only access to query data and examine database metadata.

Coolify AnythingLLM MCP

Connects AnythingLLM to Coolify for natural language management of self-hosted infrastructure, including diagnostics, log fetching, and deployment automation.

Gorgias MCP Server

An MCP server that exposes the full Gorgias helpdesk API to AI assistants, enabling ticket management, analytics, and customer operations through natural language.

google-nice-mcp

A read-only MCP server for Gmail and Drive with only 5 tools, designed to be friendly to small local LLMs by minimizing context usage and simplifying inputs.

Cloudflare Image MCP

An MCP server that allows AI models to generate images from text prompts and describe images using Cloudflare Workers AI models.

node-red-mcp

Connects AI assistants to the Node-RED Admin API, enabling flow inspection, node management, graph analysis, debug capture, and rollback operations through natural language.

ScriptBlox MCP

Bridges Cursor with ScriptBlox via a Chrome extension, enabling search, read, upload, edit, and delete of Roblox scripts.

my-mcp-server

A Model Context Protocol server built with FastMCP that enables dynamic tool loading and configuration from individual Python files. It provides a flexible framework for automatically discovering, testing, and running tools via Stdio or HTTP transport modes.

@cyanheads/un-comtrade-mcp-server

Access UN Comtrade international merchandise and services trade statistics via MCP tools for country lookups, HS commodity search, bilateral trade flows, balances, rankings, and data availability.

Cognito-3D-MCP

A local Model Context Protocol server that turns one or more reference images into 3D GLB assets, with pluggable backends for Hunyuan3D-2mv, Stable Fast 3D, and SPAR3D.

DeployFlow MCP Server

An MCP server that provides deterministic deployment-safety analysis tools, enabling AI agents to run checks on migration safety, task hygiene, and deploy readiness.

django-drf-mcp

Automatically exposes Django REST Framework endpoints as MCP tools with zero configuration, supporting multiple transports and authentication.

ScrapeBadger MCP Server

Enables AI assistants to access Twitter/X data, including user profiles, tweets, trends, and more, through the ScrapeBadger API.