Discover Awesome MCP Servers

Swatchdog MCP Server

MCP server that checks AI-generated CSS against design tokens, flagging off-brand values and suggesting the closest matching tokens for colors, spacing, radii, and typography.

DeskSense

A read-only Windows MCP server that gives AI assistants awareness of the current PC state, including open applications, focus, idle status, and system metrics.

Cloudflare AI Image MCP

Enables AI assistants to generate images using Cloudflare Workers AI models directly through the Model Context Protocol. It supports various models like Flux and Stable Diffusion, providing seamless image generation and storage via Cloudflare R2.

AI-PR-Review-MCP

An MCP server that automates pull request reviews using multiple LLM providers (OpenAI, Claude, Gemini, Groq, Perplexity) and supports GitHub and Bitbucket with real-time webhook integration and interactive AI assistant commands.

mcp-log-analyzer

Analyzes log files locally using Ollama and files structured GitHub Issues automatically, with all processing kept on your machine.

mcp-data-nantes

Enables AI agents to search and query Nantes Métropole open data datasets (mobility, urban services, environment, geography) using natural language and SQL-like filters.

TelePath PSTN MCP

Enables AI assistants to control PSTN phone calls via TelePath, including dialing, hangup, and phone number management.

MCP Context Manager

Enables efficient code navigation and retrieval through natural language search, BM25 ranking, and fuzzy matching across multiple programming languages. It drastically reduces token usage by allowing Claude to query specific code symbols and logic instead of reading entire files.

GNB MemoryMCP

A vendor-independent memory layer MCP server that enables multiple LLMs and AI agents to share and persist personal memories, knowledge, and context across sessions, with support for full-text search and tagging.

sprout-mcp

An MCP server that integrates the Sprout Social Public API with Claude and other MCP clients. It allows users to manage social profiles, track analytics for posts and profiles, and schedule social media content.

gobbler-mcp

Converts YouTube videos, audio, documents, and web pages to clean markdown with YAML frontmatter, providing AI assistants with structured content via the MCP protocol.

TimeTree-MCP

Unofficial MCP server for accessing and managing TimeTree calendar data, supporting events, memos, and comments via email/password authentication.

Bio-MCP FastQC Server

Enables AI assistants to perform quality control analysis on high-throughput sequencing data using FastQC and MultiQC. It supports single-file and batch processing of FASTQ/FASTA files and generates comprehensive, interactive summary reports.

EV3 MCP Server

Enables MCP clients to drive a LEGO Mindstorms EV3 over Wi-Fi SSH, with tools for movement, turning, stopping, beeping, and listing connected devices. Includes a CLI chat client that translates natural language into robot commands via Hugging Face Inference Providers.

loopback

Interactive feedback layer that lets users pin comments on live web apps with auto-captured context (failing requests, console, AI metadata), and coding agents fix issues via MCP, turning pins green upon verification.

@opc/skill-content-events

MCP server for reading OPC events from the OPC one-person company tool station via personal API key. It provides an opc_list_events tool to fetch event lists, designed for use with Claude Desktop, Cursor, and Cline.

Calendar MCP

Enables reading and writing events to a single iCloud calendar, with support for recurring events and reminders, scoped to a specific calendar.

DOCX MCP Server

Enables comprehensive DOCX/OOXML document manipulation via MCP, covering text, tables, images, content controls, comments, tracked changes, and metadata.

Git Sync Guardian

Monitors origin/main for new commits, analyzes conflict risk with local AI (Ollama), and syncs your working branch via rebase or merge with automatic stash/unstash and conflict resolution options.

OnchainAI

Unified crypto tool directory MCP server enabling AI agents to discover, evaluate, and install crypto tools across multiple sources with trust scoring and x402 payment support.

Csound MCP Server

Enables AI agents to synthesize sounds using Csound, including subtractive synthesis and drum synthesis, via Model Context Protocol tools.

WeChat Desktop MCP

A production-oriented MCP server that exposes task-level WeChat Desktop automation to AI clients, enabling status checks, message fetching/reply, contact addition, and Moment publishing on macOS via accessibility automation.

CodeHealth MCP

AI-powered codebase health analysis — detects dead code, circular dependencies, coupling issues, and architectural drift. 6 MCP tools for Claude Desktop, Cursor, Windsurf, and Slack.

MCP Iconik

MCP server providing tools for the Iconik media asset management API. Supports assets, collections, search, metadata, jobs, users, groups, and more with dual transport (SSE and HTTP) and Docker support.

OpenStreetMap MCP Server

OpenStreetMap MCP Server Implementation

seo-geo-mcp-server

An MCP server that lets an AI agent audit a page for SEO and GEO — on-page tags, structured data, robots.txt, sitemaps, hreflang, and whether ChatGPT, Claude, Perplexity and Gemini can actually crawl and cite you. No API keys required.

Academiadepolitie.com MCP Server

Enables Claude Desktop to interact with the Academiadepolitie.com platform, allowing users to query their profile using a JWT token.

llm-vision-mcp

An MCP server that enables any LLM to describe images from file paths, URLs, or base64 data by forwarding them to a supported vision provider such as OpenAI, Anthropic, or local Ollama models.

Swagger MCP Server

Enables AI assistants to interact with Spring Boot backend APIs through Swagger/OpenAPI documentation, allowing listing, describing, and generating frontend code for endpoints.