Discover Awesome MCP Servers

Open Image Debugger

Gives AI agents eyes on in-memory image buffers in live gdb/lldb C/C++ debug sessions: list observable symbols at a breakpoint, view renderings, read exact pixel values, and dump lossless .npy copies. Agents can also drive the human's viewer window (pan, zoom, channels, auto-contrast).

chain-signer

Non-custodial agent wallet with a transaction preflight that decodes an unsigned EVM tx and flags drain patterns (unlimited/large approval, approve-all, token & NFT transferFrom, proxy upgrade, on-chain permit, approvals hidden in multicall) before signing.

Urlbox MCP Server

Enables users to capture high-quality website screenshots, generate PDFs, and convert web content to HTML or markdown via the Urlbox API. It supports advanced features like ad-blocking, cookie banner removal, and metadata extraction directly through natural language prompts.

provetrade-mcp

An MCP server for the ProveTrade trade-audit stack that lets models validate CSVs, run paid audit runs, and check service health/deploy status via typed tools.

webgpt MCP

Local MCP server for Codex to send prompts to ChatGPT Web Pro extension and manage repository tasks safely.

mcp-weather

An MCP server that aggregates data from six weather sources to provide current conditions, forecasts, air quality, and aviation METAR information, specifically optimized for European and Nordic locations. It supports multi-source data merging and functions without API keys for several integrated providers.

Gmail MCP Server

Enables sending emails through Gmail using Google's Gmail API. Requires OAuth authentication setup through Google Cloud Console.

forgejo-mcp

Enables AI agents to interact with a Forgejo instance as an authenticated user, supporting issues, pull requests, repositories, and notifications.

resmd MCP Server

Expose resmd as a Model Context Protocol (MCP) server so AI agents and automation tools can programmatically create, edit, tailor, and export resumes.

Google Search Console MCP Server

Provides programmatic access to Google Search Console API data through Claude Code and Cursor, enabling search analytics, sitemap info, URL inspection, and indexing submission.

Dev MCP Prompt Server

A lightweight server that provides curated, high-quality prompts for common development tasks like UI/UX design, project setup, and debugging to enhance AI-powered development workflows.

Cloudflare Playwright MCP

Enables AI assistants to control a browser for web automation tasks like navigation, typing, clicking, and taking screenshots.

autoria-mcp

An MCP server that exposes the AUTO.RIA used-cars REST API to AI agents, providing programmatic access to the Ukrainian used-car market without scraping.

yfnhanced-mcp

Production-grade financial data infrastructure for AI assistants, providing reliable market data from Yahoo Finance with enterprise resilience patterns.

polyorderbooks

Historical Polymarket order book depth — full L2 bid/ask ladders at 1-second resolution on resolved markets, plus prices, spread and liquidity. Polymarket archives no order book history, so this serves depth captured live.

AOJ Workbench

Private remote HTTP MCP server that provides a unified endpoint to interact with Google Workspace services (Drive, Sheets, Gmail, Calendar, Docs, Forms) and other toolkits through the Composio provider layer.

mitre-atlas-mcp

Enables querying MITRE ATLAS adversarial AI threat intelligence, including techniques, tactics, and case studies, through natural language.

QQ Channel Data Collector

Enables automated collection and AI-powered filtering of public QQ channel posts, comments, and images. Supports natural language criteria for content filtering and provides structured data storage in JSON/CSV formats.

o2 Exchange MCP Server

Enables AI agents to interact with the o2 Exchange on the Fuel Network to perform on-chain trading, manage accounts, and access real-time market data. It provides tools for executing various order types and calculating over 16 technical indicators for comprehensive market analysis.

tg-recall-mcp

Local-first, read-only MCP server for searching and retrieving cited evidence from archived Telegram chats, including transcripts and media metadata.

Healthcare Analytics MCP Server

Enables comprehensive healthcare data analysis using Tuva Health demo data with tools for value-based care analytics, quality measures, utilization analysis, and financial metrics. Supports patient demographics, PMPM analysis, chronic conditions tracking, readmissions analysis, and HCC risk scoring through BigQuery integration.

mnemory

Self-hosted MCP server giving AI agents persistent memory for personalization and context across conversations.

LMStudio-MCP

A Model Control Protocol (MCP) server that allows Claude to communicate with locally running LLM models via LM Studio.

Next.js DevTools MCP

Provides specialized development tools and utilities for Next.js, allowing AI agents to perform runtime diagnostics and access official documentation. It enables automated context initialization and real-time interaction with Next.js development servers to query application state.

composer-mcp

Visual architecture canvas that updates in real-time. Agents can build, read, and modify system design diagrams — services, databases, queues, APIs, entities — all linked to actual code paths in your repo.

OPC UA MCP Server

Connects AI agents to OPC UA-enabled industrial systems for real-time monitoring and control of operational data. It enables users to read, write, and browse industrial device nodes through natural language interactions.

echonetlite-mcp

Enables control of ECHONETLite home automation devices like air conditioners and sensors via MCP, supporting HVAC management and real-time monitoring.

Wallet BudgetBakers MCP

Read-only MCP server for accessing Wallet by BudgetBakers financial data, allowing users to query accounts, transactions, categories, budgets, and more via natural language.

Ebay MCP Server

Enables searching eBay for auctions by providing a query and number of results, returning auction listings from eBay's Browse REST API.

fund402-mcp

MCP server that exposes Fund402 protocol tools to Casper testnet, allowing LLMs to execute real on-chain actions like wallet creation, token management, and borrowing via natural language.