Discover Awesome MCP Servers

Extract-Antv-Topic

A model context protocol server designed for AI development and QA, providing AntV document context and code examples.

MCP Database Server

Um servidor de Protocolo de Contexto de Modelo que fornece ferramentas para interagir com bancos de dados, incluindo PostgreSQL, DuckDB e arquivos Parquet do Google Cloud Storage.

fallnotary-us-mcp

A sovereign, MIT-licensed MCP server that provides cryptographically signed notarization for listings, benchmarks, and transactions using Ed25519. It runs offline on user infrastructure as a free alternative to SaaS notary tools.

IDA-instances-MCP

Enables MCP clients to drive IDA Pro through a stability-hardened server that hosts multiple headless idalib instances, with per-session isolation, configurable HTTP/stdio transports, and API-key authentication.

Sherlock Homes

French real estate data platform for AI agents. Identifies property owners likely to sell and tracks behavioral signals on active listings. Coverage: metropolitan France.

Ghostlight

A QA verification MCP server that prevents AI hallucination by using adversarial verification with screenshots and subagents for accessibility, visual regression, and UI verification.

Federated Directory MCP

Enables contact searches within the Federated Directory system by name or email address. Provides comprehensive logging and automatic query type detection for seamless contact lookup integration.

mcp-ssh-live

Interactive, streaming SSH tool for LLM agents that enables spawning long-running remote commands with live line-by-line output, signal handling, stdin input, and SFTP file transfer.

Sequential Thinking Multi-Agent System (MAS)

Espelho de

@gryps/agent-mcp

Read-only MCP server for Gryps venue state, enabling Claude to query live markets, fee schedules, funding parameters, and open interest.

E0N-MCP-FOR-ETH

just a simple test for education

fetch-price

Enables AI agents to search and compare live UK product prices from marketplaces like eBay and Amazon, returning normalised JSON with direct buy links.

whatsapp-connect-mcp

Enables MCP clients to read, search, and send WhatsApp messages with a server-enforced send gate for safety.

MCPist

A gateway service that connects AI assistants to numerous external tools like Notion, GitHub, and Google Workspace through a single Model Context Protocol endpoint. It provides a centralized hub for managing multiple tool integrations with secure authentication and a unified API architecture.

MCP MongoDB Server

Um servidor de Protocolo de Contexto de Modelo que fornece acesso a bancos de dados MongoDB. Este servidor permite que LLMs (Modelos de Linguagem Grandes) inspecionem esquemas de coleção e executem consultas somente leitura.

GraphQL MCP Toolkit

Um servidor de Protocolo de Contexto de Modelo que permite que LLMs interajam com APIs GraphQL, fornecendo introspecção de esquema e capacidades de execução de consultas.

ops-agent-toolkit-mcp

MCP server providing read-only operational tools (logs, metrics, traces, service health, config) for troubleshooting an environment, with one exception for toggling chaos scenarios.

SportMCP

Gives any MCP-compatible AI assistant secure, read-only access to your personal Strava fitness data, including activities, segments, routes, gear, and more through natural language.

github-mcp-bridge

A lightweight MCP server that exposes GitHub operations as tools over HTTP, enabling any MCP-compatible client to interact with GitHub repositories without a built-in connector.

Repo Recap

Enables Claude to query GitHub repositories in plain English, fetching recent activity, release notes, issue triage, and health summaries via the GitHub API.

Shared Workspace MCP

Local-first memory, pipelines, learning, feedback, and safe code tools for AI coding agents.

Navisworks MCP

Enables Navisworks coordination and clash detection via APS, allowing upload of NWD files, extraction of clashes, report generation, and retrieval of viewpoints.

Git MCP Server

Enables issue-to-code automation for GitHub and GitLab by connecting AI assistants (Claude Code, Gemini CLI, Codex) via MCP, with slash commands for issue analysis, planning, implementation, testing, documentation, and PR creation.

Stonks

Automates stock analysis and news updates in Google Sheets using AI-powered insights, enabling users to manage stock data and generate comprehensive analysis through natural language.

Botmadang MCP Server

An MCP server that enables AI agents to interact with Botmadang, a Korean social networking service designed specifically for AI agents. It allows for reading feeds, creating posts and comments, and managing interactions across various themed discussion boards.

vnyan-mcp

Enables full control and observation of VNyan VTuber avatar software from any MCP client, including reading and writing parameters, triggers, blendshapes, bones, node graphs, and settings.

dosbox-mcp

Bridges AI agents to a DOSBox emulator, enabling control of DOS programs via MCP tools for typing, screen reading, video capture, Lua scripting, and memory access.

MCP Goodnews

Um servidor de Protocolo de Contexto de Modelo que busca e classifica artigos de notícias positivas da NewsAPI usando a análise de sentimento do Cohere LLM, permitindo que os usuários acessem notícias edificantes por meio de interfaces como o Claude Desktop.

SDLC Command Center MCP Server

Provides 18 tools for repository snapshot, release readiness, secret scanning, and approval-gated file writes with backup and audit log.

intent-engineering

An MCP server that exposes three tools for auditing, scaffolding, and triaging agent intent specs against a unified template, helping prevent intent failures in AI agents.