Discover Awesome MCP Servers

github-pr-review-mcp

A local MCP server that reads GitHub pull request diffs and coding standards, then posts inline review comments and full reviews to PRs via any MCP client.

NWO Robotics

Control real robots and IoT devices through AI agents. Self-register with wallet authentication, pay with ETH for tier upgrades, and execute Vision-Language-Action commands. Features robot control, sensor monitoring, multi-agent coordination, and autonomous payments.

NORNR MCP Control

A governance and control layer for MCP tools that manages tool requests as intents through policy-based approval, queuing, or blocking. It enables secure human oversight and audit trails for consequential agent actions across platforms like Claude Desktop and Cursor.

Spotify MCP Server (Python)

Enables interaction with Spotify through MCP, providing tools for searching tracks, artists, albums, playlists, and accessing user data like top tracks and recently played.

Node MCP Template

Opinionated template for building Node.js stdio and HTTP MCP servers.

Argus

AI-powered exploratory QA agent. Explores web apps like a real user — 18 MCP tools for clicking, filling forms, and navigating. Automatically verifies that actions persist (fake deletes, failed edits). Runs 16 detection types including dead links, SEO, accessibility, and performance checks.

MCP Server for WinDbg Crash Analysis

Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote debugging through natural language queries, enabling execution of debugger commands and automated crash analysis.

gimp-mcp

Enables AI agents to control GIMP for image editing tasks such as opening, resizing, filtering, exporting, and batch processing images through Python-Fu scripting.

localllm-MCP

MCP server that enables AI to read, search, and edit local files securely without external data exposure, using local LLMs via Ollama and integrating with Open WebUI or Claude Desktop.

Nowhere

Enables AI to explore real-world coordinates by simulating physical presence with sensory details like terrain, weather, sounds, and local knowledge through MCP tools.

envi-classic-remote-sensing

Automates ENVI Classic remote sensing experiments on Windows by executing steps, capturing authentic screenshots, and generating formatted Word/PDF lab reports.

PDF Manipulation MCP Server

Enables comprehensive PDF operations including text/image manipulation, annotations, form fields, page merging/splitting/cropping, and metadata management using PyMuPDF.

Noctua MCP Server

Enables editing and querying of Gene Ontology Causal Activity Models (GO-CAMs) through the Barista API. Supports model creation, individual and fact management, evidence addition, and causal pathway construction for biological knowledge representation.

mcp-vibe-check

Custom version of vibecheck

skillsh-mcp

MCP server for searching and managing AI agent skills from skills.sh, including search, popular skills, details, and install commands.

hubspot-mcp

MCP server for the HubSpot CRM API with tools for managing contacts, companies, deals, tickets, and CRM workflows. Generated with MCPForge. Sensitive operations can be protected with permissions, audit logs, and approval workflows.

GitHub OAuth MCP Server

A remote MCP server for Cloudflare Workers featuring built-in GitHub OAuth for secure user authentication and identity-based access control to tools. It provides a reference implementation for managing remote MCP connections with persistent state and OAuth provider integration.

MCP Graylog Server

Integrates AI assistants with Graylog to query and analyze log data using Elasticsearch syntax and stream-specific filtering. It enables users to perform advanced searches, retrieve log statistics, and manage Graylog streams through natural language.

MCP Frontend Tools Server

Provides AI assistants with frontend development tools including component scaffolding, bundle analysis, accessibility checks, and responsive design guidance. Enables automated generation of React components with tests and stories, bundle optimization recommendations, and WCAG compliance fixes.

vidlizer

vidlizer pulls frames out of any video, image, or PDF using ffmpeg, sends them to a vision LLM, and returns a flow array — one entry per scene. Each entry tells you what happened, who was on screen, what text was visible, and what changed. If the video has audio, it transcribes it with Apple MLX Whisper and merges the speech into each step.

pumble-mcp

A standalone MCP server providing AI agents with full access to the Pumble messaging platform via OAuth2 and the Pumble SDK, including messaging, files, channels, search, scheduling, and real-time events.

remote-mcp-server-authless2

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling integration with Cloudflare AI Playground and Claude Desktop via mcp-remote proxy.

MCP Cybersecurity Server

Enables vulnerability analysis by querying CVE data through the CIRCL API and provides professional security risk assessments for SOC and Blue Team operations. It integrates tools for searching vulnerabilities with resources like risk matrices and operational playbooks to help remediate security threats.

Hospital Clinical Intelligence MCP Platform

Integrates healthcare data from multiple sources (HL7 v2, FHIR, DICOM, device telemetry) and provides clinicians with secure, role-based access to patient context, care unit summaries, device events, diagnostic exams, and other clinical data through specialized MCP tools.

JUCESP: Busca de NIRE (pesquisa avançada)

Enables advanced search of companies in JUCESP by corporate name, object, capital, address, and other filters, returning the NIRE. Works with any MCP client via HTTP.

maic-server-fs-mcp

Provides LLMs with local filesystem operations (read/write files, list directories) and command execution via MCP, enabling file management and task automation within AI clients.

Multi-Gmail MCP Server

Enables searching, reading, and drafting emails across multiple Gmail accounts through a single MCP server.

MCP Enabled PDF Reader

Model Context Protocol (MCP) server to read a single pdf document

mcp-local-llama

MCP server that delegates mechanical tasks like summarization, classification, extraction, and drafting to a local Llama.cpp LLM, serving as a cost-optimization layer while Claude handles reasoning and quality control.

Vision MCP Server

A Model Context Protocol server that provides text-only LLMs with visual capabilities through Z.AI-compatible vision tools, routing requests across multiple providers with automatic fallback.