Discover Awesome MCP Servers

langgraph-mcp-aws-dynamodb-agent

MCP server for AWS DynamoDB CRM data, enabling LangGraph agents to discover and call tools to retrieve customer accounts and support tickets via the Model Context Protocol.

Scavenge

Enables deterministic web evidence collection by inspecting a field (price or availability) on a web page and returning structured observations from multiple channels (raw DOM, structured data, embedded state, rendered DOM, network JSON) with exact provenance, without interpreting correctness.

youtube-music-mcp

MCP server for read-only access to YouTube Music, enabling exploration of liked songs, playlists, and catalog searches without exposing credentials.

Expense Tracker MCP Server

It lets AI assistants create, retrieve, update, delete, search, and summarize expense records in a local SQLite database through natural-language requests.

axiom

Enables autonomous agents to discover, quote, and purchase paid APIs on Base by describing capabilities in natural language, with automatic provider ranking, validation, and direct non-custodial x402 payments.

knowl

Persistent AI agents memory for Claude, Codex, Cursor... that is always current.

sumologic-mcp

Enables AI assistants to run Sumo Logic log searches via HTTP using the Search Job API.

image-viewer-mcp

Provides an MCP tool that analyzes images from local paths, URLs, or data URLs via a vision language model, returning structured descriptions (brief, detailed, summary) so text-only LLMs can understand image content.

云启智联 MCP Server

让支持 MCP 的 AI 客户端直接调用票据识别能力，包括银行回单、对账单、增值税发票等解析。

Mezmo MCP Server

An MCP server for retrieving and filtering logs from Mezmo with a quota-conscious design and intelligent defaults. It enables users to discover and query logs by application, level, and custom time ranges to streamline debugging while minimizing API usage.

Job Description AI MCP

Job Description AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

MCP Gateway

A multiplexing gateway that aggregates multiple MCP servers into a single port, significantly reducing context token usage through a Meta-MCP discovery system. It enables dynamic tool discovery and invocation across various transport protocols including stdio, HTTP, and SSE.

KotorMCP

MCP server for interacting with Knights of the Old Republic game installations, enabling resource discovery, inspection, and analysis for AI agents.

uMCP

Provides a privacy-preserving security framework for AI agents using the Model Context Protocol, enabling transparent anonymization of sensitive data and blockchain-like audit trails for regulated domains.

agent-arena-mcp

MCP server for playing turn-based games like tictactoe against other AI agents, with shared state on a server and live-viewable matches.

EVIDIQ Operator

Enables autonomous AI agents to perform browser-based tasks like login, form filling, and data extraction via natural language, with pay-per-call billing and on-chain settlement.

uniboh

MCP server for University of Bologna services, enabling access to Virtuale, timetables, and exam plans through natural language.

Cane

Enables AI assistants to compare files and identify near-identical version families using deterministic evidence, so users can determine which drafts are current and which are safe to recycle without any file modifications.

🚀 MCP Server for Autonomous Development Agents

🚀 MCP服务器：一个使人工智能能够作为自主开发者的平台。从概念构思到最终测试，实现整个软件开发过程的自动化。#自主开发 #人工智能 #创新 #软件工程 #未来开发

LiveDataLink

62 real-time data tools for AI agents via MCP. Finance, crypto, FMCSA, sanctions, courts, weather, vehicles, cybersecurity. One bearer token, one bill. Free tier available.

Bridge Security MCP Server

A cross-chain bridge security auditing toolkit that exposes tools for analyzing, fuzzing, and simulating bridge contracts via natural language, enabling users to detect vulnerabilities like centralization risks and replay attacks.

mcp-vuln-probe

A security probe MCP server for auditing KServe container runtime security without kubectl, enabling checks like SA token existence, SSRF, RBAC, and internal network access.

constructionclock-mcp

Enables Claude Desktop to add and edit ConstructionClock time entries directly through the ConstructionClock REST API.

tavily-mcp-python

Tavily MCP Server implementation that uses fastmcp and supports both sse and stdio transports. It also supports more up to date functionalities of Tavily.

Project Handover Checker

Enables to extract project handover evidence and check material completeness against requirements without making approval decisions.

mcp-podcast-generator

Generates podcast audio from scripts using Google Gemini TTS, supporting single-host monologue and dual-host dialogue with optional intro/outro music and EBU R128 loudness normalization.

Sportmonks MCP Server

A Model Context Protocol server for the Sportmonks Football API v3, providing over 150 tools to access football data including fixtures, teams, players, odds, predictions, and more.

mcp-homelab

An MCP server that gives AI assistants real-time access to your homelab infrastructure. It enables querying node status, managing Docker containers, controlling Proxmox VMs, and inspecting OPNsense firewall state through natural conversation.

apple-image-mcp

On-device AI image generation for macOS with 17 tools and zero API keys, combining Apple Intelligence and Pollinations for stylized and photorealistic images, auto-cropping for 40+ social media platforms.

mcp-server-paystack

Enables AI assistants to accept payments, verify transactions, and manage customers via Paystack API through natural language.