Discover Awesome MCP Servers

MinerU Document Explorer

Enables AI agents to search, deep-read, and build knowledge bases from Markdown, PDF, DOCX, and PPTX documents via MCP tools for retrieval, document navigation, and ingestion.

ssh-admin

MCP server for managing SSH connections to remote servers, providing host registry, session pool, and secure command execution with read-only protection.

SearchAPI MCP Server

MCP server that provides standardized access to Google Maps, Flights, Hotels, and other search services, enabling AI assistants to perform various searches.

Fusion Toolsmith MCP

A safety-first Autodesk Fusion 360 MCP add-in that enables agents to inspect, plan, validate, and package CAD changes without blindly running raw scripts, with structured tools and preflight checks.

Tribunal TJSP: Cadastro de Pedido de Certidão

Enables querying registration of certificate requests from the official Tribunal de Justiça de São Paulo (TJSP) system via a single read-only tool.

MCP Server with File Search Tool

A Model Context Protocol server providing file search and question tools for AI models. Enables keyword search in files with line numbers and integration with external chat services.

CodeAudit MCP

A read-only MCP server for AI coding agents to inspect repositories, audit code quality, route engineering skills, and plan safe issue/PR workflows.

godotlens-mcp

An MCP server providing 15 semantic analysis tools for GDScript, powered by Godot's built-in Language Server.

Adwords MCP

一个玩笑/演示模型上下文协议（Model Context Protocol，MCP）服务器，它会将令人尴尬的广告注入到大型语言模型（LLM）的响应中，以此展示如何构建 MCP 服务器，以及广告注入中间商的风险。

Google Data Catalog MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Google Data Catalog (beta): https://www.cdata.com/download/download.aspx?sku=HGZK-V&type=beta

cocoon

An MCP server that provides a single tool for discovering, auto-installing, sandboxing, and calling any API from the printing-press corpus. It enables agents to seamlessly find and execute API operations without per-API setup.

mcp-web-validator

Enables AI coding assistants to validate HTML/CSS markup using W3C APIs, perform technical SEO audits, check broken links, and validate JSON-LD schemas directly in local workspaces.

mcp-repo-graph

Structural graph map of any codebase. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of reading everything.

build-quality-mcp

Enables Claude-powered pre-push code review, blocking bad commits by analyzing diffs with Anthropic's models.

runtime-guard

ai-runtime-guard is an MCP server that sits between your AI agent and your system, enforcing a policy layer before any file or shell action takes effect. No retraining, no prompt engineering, no changes to your agent or workflow, just install, configure once, and your agent operates within the boundaries you set.

RTTA Arena MCP Server

Enables AI agents to participate in a blockchain-based reverse Turing test game, with tools for session management, room matching, gameplay actions, and automatic play.

sky-spine-mcp

Automates Spine asset pipeline tasks such as export, texture packing, resource validation, and file summarization through the Spine CLI.

glm-vision-mcp-server

Enables understanding local or network images via ZhipuAI's free vision model (glm-4.6v-flash), returning Chinese descriptions or answers to questions. Supports multiple images for comparison and optional model switching.

Claude Code Manager WAN

Enables ISLI agents and MCP clients to dispatch natural-language coding and terminal tasks to a locally-installed Claude Code CLI, supporting both one-shot execution and persistent sessions with workspace and security controls.

Indexed FP&A MCP Server

Gives Claude full read/write access to the Indexed FP&A portal's data, enabling everything a person can do manually on the portal through conversation.

Pulsar MCP Server

Enables interaction with Apache Pulsar clusters through MCP-compatible clients, supporting publish, consume, topic management, and connector operations.

Arthor-Agent

AI agent for security teams: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base, OpenAI/Ollama. Risks, compliance gaps, remediations. MIT.

MCP WordPress Server

Enables comprehensive WordPress site management through natural language in Claude Desktop, supporting multiple sites with 59 tools for content creation, media management, user administration, and performance monitoring.

io.github.resuly/daleads-mcp

Enables querying Australian development applications and address-level property intelligence via the DA Leads API, offering tools for DA search, nearby applications, council/category lookups, SQL analysis, and property samples.

agentscore-mcp

Three practical MCP tools to investigate agents, threads, and content trust signals.

PostgreSQL MCP Server with GitHub OAuth

An MCP server that enables chatting with PostgreSQL databases using secure GitHub authentication for access control between read and write operations.

mcp-audit

An MCP server that gives AI agents observability over their own tool calls, enabling auditing, cost tracking, latency analysis, and alerting.

ToolFront MCP Server

Securely connects AI agents to multiple databases simultaneously while enabling collaborative learning from team query patterns, all while keeping data private by running locally.

MCP File Downloader

Enables Claude Desktop to download files from web URLs with automatic browser fallback for JavaScript-heavy sites. Supports smart redirect handling, custom file naming, and cross-platform compatibility.

grok-search-mcp

MCP server that enables coding agents to search X/Twitter and the web through the local Grok CLI, providing better search results than default Codex or Claude search without requiring an API key.