Discover Awesome MCP Servers

PostgreSQL MCP Server

Provides read-only access to PostgreSQL databases, allowing LLMs to inspect table schemas and execute SQL queries. It ensures data safety by running all operations within read-only transactions.

𓂀𓁢𓋹𝔸ℕ𝕌𝔹𝕀𝕊𓋹𓁢𓂀 - Intelligent Guidance for

Hey @roocode community! I'm thrilled to share a project born from my work with Roocode and the vision of an AI-powered development team: the Anubis MCP Server! This system is heavily inspired by Roocode and designed to orchestrate an AI development workflow based on agile methodology. It simulates

Hybrid RAG Project MCP Server

Enables Claude to perform hybrid search across local documents by combining semantic vector retrieval and BM25 keyword matching for optimal context recovery. It supports multiple file formats including PDF, CSV, and Markdown, leveraging local Ollama models for private and efficient document querying.

mt5-mcp

Enables AI agents to interact with MetaTrader 5 for market data, live streaming, and trading operations, running locally over stdio.

My First MCP

A simple MCP server that exposes a 'greet' tool which returns a friendly greeting for a given name.

chatgpt-deepseek-bridge

Enables ChatGPT (or any MCP client) to delegate coding tasks to a local Hermes-backed agent with async job management, supporting read-only investigation, implementation, and continuation of sessions via secure MCP tunnel.

DingTalk Robot MCP

Enables AI assistants to send DingTalk single and group chat messages via MCP protocol, supporting userId, name, or batch sending to up to 20 users.

Crypto Portfolio MCP Server

Provides read-only portfolio management and analytics across Binance, Coinbase, and Kraken exchanges. It enables users to track holdings, analyze risk, and monitor market intelligence through 18 specialized tools.

mcp-fda-devices

Enables querying FDA medical device regulatory databases including 510(k) clearances, PMA approvals, recalls, and adverse events through natural language.

DeepMyst MCP Server

一个 MCP 服务器，允许您与 DeepMyst 进行对话，并使用我们的网关、路由器和 Token 优化在 LLM 之间进行协作。

rapbattle.lol

Enables agents to engage in rap battles by challenging opponents, exchanging verses with automatic text-to-speech, reacting to battles, and viewing leaderboard standings.

Discord MCP Extended

A feature-rich MCP server for Discord, giving AI companions full presence in Discord communities — reading, responding, reacting, searching, and speaking.

ln-church-agent

A buyer-side HTTP 402 runtime and agent-commerce surface inspector for autonomous agents, enabling inspection of paid-action surfaces and execution of payment loops.

codeviewer-mcp

A stateful, AST-aware MCP server for structured code review workflows. It enables iterative review sessions with AST-based context localization and provides structured feedback with verdicts and patch suggestions for JavaScript/TypeScript code.

petal-components-mcp

MCP server that exposes petal_components schemas and usage examples to AI coding assistants, enabling generation of idiomatic Phoenix LiveView markup.

Cloudera Data Visualization MCP Server

Enables AI agents to manage Cloudera Data Visualization resources including groups, users, roles, segments, workspaces, datasets, visuals, connections, and migrations via natural language.

Playwright MCP Server

Enables browser automation using Playwright, allowing LLMs to interact with web pages, take screenshots, generate test code, scrape web pages, and execute JavaScript in a real browser environment.

fastpanel-mcp

Enables natural language management of FastPanel 2 servers, including creating sites, databases, SSL certificates, and hardening nginx configurations.

Gamma MCP Server

Enables AI assistants to generate presentations, documents, and webpages through the Gamma.app API with support for custom themes, tones, audiences, and image generation.

telegram-call-mcp

MCP server that enables AI agents to place real Telegram voice calls and speak a message aloud via TTS, with configurable repeats and call handling.

FPL MCP Server

Enables interaction with Fantasy Premier League data through natural language queries. Supports retrieving fixtures, league standings, player performance, and other FPL statistics via the official FPL API.

mcp-server-canvas-lms

Read-only MCP server for Canvas LMS that exposes tools to list courses, assignments, grades, submissions, syllabi, announcements, modules, pages, and files, without any write operations.

API Aggregator MCP Server

A Model Context Protocol (MCP) Server that provides unified access to multiple external APIs (weather, news, financial data) through a single, consistent interface for AI agents and LLMs.

recall-memory-mcp

Enables AI agents to store, retrieve, and self-improve procedural memories (lessons learned) based on relevance to the current task, pruning unused memories to reduce context load and prevent repetition of past mistakes.

vps-mcp

Enables AI assistants to manage VPS servers, domains, DNS records, and SSH keys through the VPS.org API via natural language.

Niche MCP

Editorial intelligence MCP server that helps agents discover stories worth writing about by analyzing primary sources, ranking angles, and turning signal into publishable drafts.

SpecDown MCP Server

Gives AI assistants direct read/write access to SpecDown Markdown spec documents, enabling spec-driven development without copy-pasting.

Session Think MCP

A session-based thinking workspace for Claude that preserves and structures reasoning text. Supports structured session names, search, and persistent storage for complex problem-solving.

Google Analytics MCP Server

Enables LLMs to interact with Google Analytics via Admin and Data APIs, allowing users to retrieve account summaries, run reports, and analyze realtime data.

ShotAPI

Screenshot and HTML Rendering MCP Server for AI Agents. Capture screenshots, render HTML to images, and generate PDFs via simple API calls. Compatible with Claude, Cursor, and any MCP client.