Discover Awesome MCP Servers

calculator-mcp

An MCP server that exposes 16 calculator operations as tools, enabling arithmetic, rounding, and root calculations via natural language.

Claude Critical Rules MCP Server

Enforces 21 critical rules derived from 96+ documented failure patterns to prevent common AI assistant mistakes. Provides automatic compliance checklists, rule summaries, and auto-updates.

Corent MCP Server

Enables AI agents to generate images and videos via the Corent API with automatic model routing, provider fallback, and tools for planning, creation, and balance management.

Panaya MCP Server

Exposes Panaya REST APIs as MCP tools for managing entities like projects, requirements, tests, defects, releases, cycles, and business processes. Enables Claude or any MCP client to perform CRUD operations on Panaya data via natural language.

Hacker News

Um servidor de Protocolo de Contexto de Modelo (MCP) que fornece ferramentas para pesquisar e obter informações do Hacker News.

PythonMCP-UEFN

Exposes the Unreal Editor for Fortnite to AI assistants via MCP, enabling actor manipulation, device property editing, Verse building, and more through a Python bridge.

SentinelX Cloud Core

Installs an agent on Linux hosts to allow shell commands, file edits, and service management through Claude.ai or ChatGPT via a secure outbound WebSocket connection.

blender-mcp

Enables LLMs to control Blender for 3D scene creation, object manipulation, material assignment, shader configuration, modifier application, keyframing, and rendering via the Model Context Protocol.

BulkRender-MCP

MCP server for BulkRender — generate bulk DOCX and PDF documents from Claude, Cursor, Windsurf, and any MCP-compatible AI assistant

OfficeReader-MCP

Converts Microsoft Office documents (Word, Excel, PowerPoint) to Markdown format with intelligent image extraction and optimization, preserving document structure and metadata.

Obsidian MCP (pgvector + Ollama, self-hosted)

Self-hosted MCP server for Obsidian with semantic + full-text search over PostgreSQL/pgvector, wikilink graph traversal, atomic note CRUD, OAuth 2.0, and a self-describing vault guide.

intervals-mcp

Provides AI assistants with read-only access to an athlete's Intervals.icu training data, including activities, wellness metrics, zones, and planned events, for use with MCP clients like ChatGPT and Claude.

NasCoder Perplexity MCP Ultra-Pro

A custom MCP server that integrates Perplexity AI capabilities with Amazon Q CLI, providing structured responses with citations, search results, and performance analytics.

Causal Inference MCP Server

An MCP server that exposes causal inference methods (difference-in-differences, synthetic control, propensity matching, and assumption checks) as callable tools, enabling AI agents to run deterministic statistical analyses instead of computing them inline.

fsext-mcp-server

Provides comprehensive filesystem operations, text search/replace, image processing, and Tesseract OCR capabilities for AI agents via the Model Context Protocol.

fastalert-mcp

Enables discovering channels and sending messages with optional title, content, action, and image via the FastAlert API.

@cyanheads/openfda-mcp-server

Query FDA data on drugs, food, devices, and recalls via openFDA. Provides 12 tools for searching adverse events, drug labels, recalls, and more.

Zipcar MCP Server

Enables users to automate Zipcar car sharing tasks such as searching for available vehicles, managing reservations, and ending trips using stealth browser automation. It provides a standardized interface for interacting with Zipcar's services through natural language and the Model Context Protocol.

ProBridge

Bridges coding agents such as Codex and Claude to ChatGPT Pro, automating Quick Chat sessions to execute prompts and return results.

MeatSpace

Enables AI agents to request human decisions for subjective or high-stakes choices through MCP tools like ask_human and provision_api_key.

mcp-dashboard

Interactive dashboard that works as an MCP server, allowing Claude Code to create and manage workspaces, widgets, tasks, and reminders in real-time via Socket.io.

gimmick-vision-mcp

Bridges Claude Code to local OpenAI-compatible vision models, enabling image analysis, comparison, and OCR via three tools.

Network Scanner MCP

Enables network discovery, port scanning, and infrastructure monitoring with device detection, service fingerprinting, and cluster health checks for autonomous AI systems.

agent-eval-gate

Enables MCP clients to call an OFAC funds transfer authorization tool that returns a structured verdict, permitting transfers only if a version-pinned SDN screen returned CLEAR and COMPLETED before execution.

Ollama Pydantic Project

Criei um projeto de exemplo para um agente Pydantic com um modelo Ollama local e integração com um servidor MCP.

Mac MCP

A local macOS MCP server for AI Agents that exposes safe endpoints for shell commands, files, processes, macOS automation, browser control, and more.

Shell Command MCP Server

Permite executar comandos shell dentro de um contêiner Docker seguro através da interface MCP do Claude, fornecendo ferramentas Kubernetes e um ambiente isolado sem acesso ao daemon Docker do host.

vision-memory-mcp

Persistent visual cache for LLM-driven software development. Caches screenshots using perceptual hashing, vector search, and AX trees to prevent token overhead and visual hallucination loops.

HiveExchange

Enables autonomous agents to interact with prediction markets, perpetuals, and derivatives on HiveExchange with real USDC settlement on Base L2.

OpenWeatherMap MCP Server

A Model Context Protocol server that provides comprehensive weather data and forecasts through the OpenWeatherMap API, enabling AI assistants to access real-time weather information, forecasts, air quality data, and location services.