Discover Awesome MCP Servers

Knowledge MCP

An MCP server that acts as a knowledge engine for software projects, delivering relevant context at the start of a task and accumulating knowledge at its end through tools like start_task, context, finish_task, remember, and search, with a file-based source of truth and optional semantic retrieval via Graphiti/Neo4j.

prforge

PRForge is an agentic PR bot that reads a GitHub issue, understands the codebase, writes a fix, runs tests in a sandbox, and opens a human-reviewed pull request. It can also run as an MCP server to provide tools for Claude Desktop or Cursor.

loadingmcp-mcp

Plan optimal container & truck loads: 3D layouts, right-size the container mix, and check utilization, centre of gravity, crush protection and securing across 200+ equipment types.

Beecargo MCP

Model Context Protocol server for the Beecargo file hosting API, enabling agents to upload files, create share links, manage folders, and control share settings.

Maipharm Domae MCP

Enables integrated search and ordering across eight pharmaceutical wholesalers to compare prices and manage inventory. Users can monitor stock levels and execute orders through natural language commands in Claude.

uisandbox-mcp

Enables loading a web app build into a live sandbox, adjusting design tokens like colors, typography, and spacing with 1:1 visual verification, and exporting the changes as CSS, JSON, patches, or platform tokens.

joplin-mcp

A Model Context Protocol server that turns your Joplin notebook into a tool an LLM can actually use — read, search, write, and organize notes, and pull OCR'd text straight out of your screenshots.

Elba MCP Server

Manage voice AI agents from Claude Code, Cursor, VS Code, or any MCP-compatible assistant.

AI IDE Integration MCP Server

A comprehensive MCP server for AI IDE integration

IMAP Email MCP Server

Enables AI assistants to read, search, compose, and send emails by connecting to any IMAP/SMTP provider. It supports comprehensive mailbox management, including draft handling and message deletion, directly through natural language.

Grok Search MCP

A local stdio MCP server that exposes xAI-compatible server-side search through a Responses API relay, providing web and X search tools with citation and cost reporting.

mcp-keycloak-admin

Enables administrators to manage Keycloak realms, users, roles, clients, groups, and more through its Admin REST API, with safe-by-default configuration and destructive operation confirmation.

grand-lyon-mcp

Local MCP server aggregating Métropole de Lyon open data services (transit, bike-sharing, parking, traffic, facilities, waste) behind 10 read-only tools for use with any stdio MCP client.

Mermaid SVG MCP Server

Generates SVG diagram files from Mermaid syntax with support for multiple themes and customizable backgrounds, using Puppeteer for reliable rendering.

x402-agent-mcp

MCP server that enables AI agents to search, describe, and fetch x402 endpoints on Base or Solana, with automatic USDC micropayments.

Label Studio MCP Server

Label Studio MCP Server

tradingrearchagents

An MCP server providing a harness-neutral trading research capability with a durable run lifecycle, supporting stage commit, receipts, pause/resume, cancellation, decision memory, report export, and credential-free fixture-based research workflows for TradingAgents integrations.

LegacyMCP

MCP server that enables AI-powered assessment of Active Directory on-premises environments by exposing AD data as queryable tools for LLMs like Claude.

ChatGPT Desktop Commander MCP

A Python MCP server that allows ChatGPT to execute commands on your local PC via a secure Cloudflare tunnel.

Bamboo MCP Server

A read-only MCP server that exposes a self-hosted Atlassian Bamboo instance to AI assistants, enabling natural language queries about builds, deployments, and plan status.

YouTube Transcript Remote MCP Server

A remote MCP server that enables Claude AI to extract YouTube video transcripts through a zero-setup, cloud-hosted solution with multi-language support, smart caching via Cloudflare KV, and robust error handling.

Recall

MCP server providing AI agents with a typed-edge graph memory layer that enables bounded hallucination, surgical forgetting, and audit trails, supporting multiple clients like Claude Desktop and Cursor.

DeAlgo MCP Server

Runtime decision firewall for AI agents that exposes the CSC engine as an MCP server, allowing agents to consult before executing risky actions.

TMDB MCP Server

Provides access to The Movie Database (TMDB) API, enabling users to search and retrieve comprehensive information about movies, TV shows, and people. It supports trending lists, recommendations, and media details, returning results in Chinese by default.

Browser MCP Server Template

A browser automation MCP server with stealth mode, profile management, and multi-browser support, enabling LLMs to control browsers for tasks like navigation, data extraction, and form filling.

MongoDB MCP Server

Provides a standardized interface for AI assistants to interact with MongoDB databases, enabling CRUD operations, schema analysis, and database management through the Model Context Protocol.

MCP Taobao Server

为大模型提供淘宝购物能力，支持搜索商品、加入购物车和生成待支付订单，人工完成付款。

UniRoboSim MCP

MCP server exposing UniRoboSim evidence, simulation state, camera images, and optional explicit control of owned simulation sessions.

Kirha Crypto Smithery Gateway

Enables execution of crypto-related tool planning through Kirha AI's API with configurable verticals, dynamic tool registration, and session-based authentication for secure cryptocurrency operations.

Scrivener MCP Server

Enables Claude AI to seamlessly interact with Scrivener projects for document management, AI-powered content analysis, and advanced writing assistance.