Discover Awesome MCP Servers

AI Takeover Tracker MCP Server

Provides AI job displacement data and automation risk assessments for over 59,000 occupations based on task-level analysis. It enables users to query risk scores, task-level breakdowns, career transition paths, and the latest AI-related employment news.

Convoy MCP Server

Enables interaction with Convoy's webhooks proxy API for managing and monitoring webhook delivery, events, and configurations through natural language.

Cuba-memroys

Persistent memory for AI agents with knowledge graph, Hebbian learning, 4-signal RRF fusion search, GraphRAG enrichment, FSRS spaced repetition, and anti-hallucination grounding. 12 tools, PostgreSQL.

MeshSeeks

Multi-Agent Mesh Network MCP server that spawns specialized AI agents working in parallel to solve complex coding problems, providing 3.64x faster performance through distributed intelligence.

mcp-ssh-toolkit

A Model Context Protocol server for executing commands via SSH on remote servers and groups using secure authentication and regex-based command policies. It supports hot-reloading configurations and both sequential and parallel command execution across multiple named hosts.

Cluster Execution MCP Server

Enables cluster-aware command execution and automatic task routing across distributed nodes based on system load, architecture, and OS requirements. It supports parallel execution, remote node management via SSH, and dynamic load balancing for agentic workflows.

accessibility-mcp

Exposes WAI-ARIA Authoring Practices Guide (APG) patterns, providing narratives, keyboard guidance, and official source code examples for accessible widgets. It includes tools for listing patterns, retrieving specific specs, and performing semantic searches via Ollama.

JSON to Excel MCP by WTSolutions

The JSON to Excel MCP provides a standardized interface for converting (1)JSON data (2)URL pointing to JSON files into CSV format

Discord MCP Server

Enables AI agents to send and receive Discord messages using a user's account to facilitate real-time testing and development of bot commands directly from an editor. It provides tools for listing guilds, managing messages, and monitoring bot responses within Discord channels.

GitLab MCP Server

Connects AI assistants to GitLab to interact with merge requests, reviews, discussions, pipelines, and test results through natural language queries. Supports viewing MR details, responding to comments, checking test summaries, and analyzing job logs.

Feishu/Lark OpenAPI MCP

A tool designed to help users connect AI Agents with the Feishu/Lark platform, encapsulating Feishu/Lark Open Platform API interfaces as MCP tools for document processing, conversation management, calendar scheduling and more.

MCP Trading Quantitative Analysis Server

Enables quantitative trading analysis with 12 tools for real-time market data, 28+ technical indicators, FinBERT-powered news sentiment analysis, and automated trading signal generation for stocks and forex.

DevBrain

Quickly search indexed indie devs blog posts and articles. It is like chatting with your favourite newsletters (coding, tech, founder). It's kind of like a web search, but specifically tuned for high-quality, developer-curated content. Use case: help implement features faster.

ilert

The official Model Context Protocol (MCP) server for ilert.

Tunzaa MCP Server

Enables AI agents to integrate Tunzaa Payments by generating accurate boilerplate code and webhook handlers. Operates in mock mode by default with optional live verification against Tunzaa APIs when credentials are provided.

UK ONS MCP Server

Enables access to official UK Office for National Statistics data including demographics, economics, and social statistics through the ONS Beta API. Supports browsing, searching, and querying datasets with built-in shortcuts for popular statistics like inflation, regional GDP, and wellbeing data.

ROS2 MCP Server

Enables AI tools to interact with ROS2 robotics systems through natural language commands. Supports topic publishing/subscribing, service calls, message analysis, and auto-discovery of ROS2 interfaces for debugging and controlling robots.

Expo Dev Build MCP Server

Enables Claude to interact with physical iOS devices running Expo development builds via USB or network tunnels. It supports capturing screenshots, streaming system logs, managing applications, and retrieving device information through natural language.

Godot 4 Runtime MCP Server

Enables AI assistants to interact with running Godot 4 C# games in real-time, providing scene tree inspection, signal debugging, runtime property modification, and enhanced logging capabilities through 48 MCP tools.

RSpace MCP Server

A proof-of-concept server that enables LLM agents to interact with RSpace API endpoints using the Model Context Protocol, allowing AI assistants to access and manipulate research data in RSpace.

Ollama-Omega

Hardened MCP bridge to the full Ollama ecosystem — local and cloud models. 6 tools covering health, model management, chat, and generation with SSRF mitigation, singleton HTTP client, and structured error handling. Two deps, one file.

Remotion Video Generator

Enables AI assistants to create professional YouTube videos using Remotion with a design-system-first approach. Provides 20+ video components, 7 themes, and animated elements optimized for engagement and retention.

local-stdio-mcp

A minimal and extensible local MCP server that provides core utilities like ping and echo alongside a file search tool integrated with the Everything CLI. It enables fast local file searching and service testing through a standardized stdio transport layer.

Manus MCP

An MCP server that gives Claude Code full programmatic control over Manus.im through the official Manus API v2, implementing all documented endpoints and composite tools for common workflows.

Obsidian Local REST API MCP Server

A bridge server that allows LLM tools to interact with an Obsidian vault through a local REST API, enabling file operations, note management, and metadata access through natural language.

ComfyUI MCP Server

Enables Claude Desktop to interact with local ComfyUI installations for AI-powered image generation, including workflow management, model selection, real-time monitoring, and custom workflow execution through natural language.

mcp-academy

MCP server for StudioMeyer Academy that connects Claude Code, Cursor, or Claude Desktop to track learning progress in the Memory-First AI Operator curriculum. It enables users to view lessons, complete quizzes, earn certificates, and run spaced-repetition reviews directly in chat.