Discover Awesome MCP Servers

tapscript-mcp

MCP server for reading, writing, and compiling music notation, enabling multi-agent collaboration on scores without conflicts.

ocr-mcp

Enables MCP clients to perform OCR on images via multimodal models through a remote server.

ClipToWSL MCP Server

Enables AI coding agents like Claude to read Windows clipboard contents (text and images) from within WSL environments, providing seamless cross-platform clipboard access through the Model Context Protocol.

stillos-swap-mcp

Non-custodial Solana swap routing with best-price execution, flat 0.25% fee, and built-in on-chain scam checking for token safety.

mcp-hermes

Website screenshots and chats/graphs

mcp-gpu-server

Exposes NVIDIA GPU metrics (info, utilization, VRAM, temperature) via MCP tools for real-time querying from AI assistants.

TokenScope

A Model Context Protocol server that enables token-aware directory exploration and file analysis for LLMs, helping them understand codebases through intelligent scanning and reporting.

MyCase MCP Server

Connects Claude to MyCase legal practice management, enabling natural language queries for cases, contacts, calendar, billing, and more.

FastMCP Tools Calculator

A demonstration MCP server that provides calculator functionality through both stdio and FastAPI implementations. Enables users to perform mathematical calculations via MCP tools using the FastMCP framework.

deAPI MCP Server

Production-ready MCP server for the deAPI REST API, exposing AI capabilities like audio transcription, image generation, OCR, video generation, and text-to-speech as MCP tools.

true-deck-mcp

An MCP server that converts Markdown into True Corporation branded PowerPoint decks, offering tools for validation, generation, preview, and delivery of presentations.

Daito

MCP server for screening Indian stocks and mutual funds by wrapping screener.in and Morningstar India, enabling fundamental queries from Claude or Cursor.

Prefeitura SP São Paulo: DSV Digital

MCP server for querying official data from São Paulo's DSV Digital. Read-only, works with any MCP client.

open-skills

Enables running Claude Skills locally on your Mac with sandboxed execution, supporting document processing and integration with MCP-compatible AI tools while ensuring data privacy.

NotebookLM MCP with Audio

Custom MCP server for NotebookLM that adds audio source upload, YouTube source ingestion, source readiness polling, and transcript export, complementing standard Q&A and audio overview tools.

forge-lab-mcp

MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client.

MCP Web Research Agent

Enables a local AI assistant to search the web via DuckDuckGo, fetch and extract readable text from web pages, and save research notes as Markdown files to a chosen directory.

CornMCP

Enables AI coding agents to perform surgical code analysis, semantic memory, and quality enforcement via 18 specialized MCP tools, with a real-time analytics dashboard.

GitLab Forum MCP

Enables searching, reading, and analyzing discussions on GitLab's community forum for troubleshooting CI/CD issues and GitLab features. Pre-configured with GitLab-specific search filters and optimized workflows for support scenarios.

GA4 Analytics MCP V2

Multi-operator Google Analytics 4 connector for Claude.ai Custom Connectors, hosted on Google Cloud Run, enabling authenticated GA4 reporting, property selection, and metadata queries via MCP tools.

ChatATP Studio MCP Server

Exposes ChatATP Studio's backend API as MCP tools over Streamable HTTP, enabling clients to manage agents, knowledge bases, MCP connections, HTTP APIs, LLM providers, messaging platforms, and teams with forwarded authorization.

cotti-admin-mcp

MCP server for Cotti Admin backend, enabling reading and writing of private domain product configurations, including coupon and activity management via Playwright UI.

Project Manager MCP

Enables AI agents to manage projects, epics, and tasks with atomic locking, real-time dashboard, and multi-agent coordination.

Lizard MCP

Enables deploying and managing apps on Lizard via natural language, covering services, deploys, logs, secrets, domains, and configuration as code.

Athlete MCP

An open-source, Strava-first remote MCP server that enables users to authorize with Strava and ask AI about their training data.

Modal MCP Server

Exposes Modal cloud functions as MCP tools for video rendering, voice synthesis, and app management. Enables LLM agents to execute Remotion renders, F5-TTS voice cloning, and monitor Modal applications via Supabase-backed infrastructure.

Remote MCP Server on Cloudflare

A template for deploying remote Model Context Protocol (MCP) servers to Cloudflare Workers using Server-Sent Events without authentication. It allows users to define custom tools and connect them to clients like Cloudflare AI Playground or Claude Desktop.

Abaqus Codex MCP

A secure local STDIO MCP server that lets OpenAI Codex automate Abaqus FEM workflows: create model scripts, submit jobs, monitor solver logs, and extract ODB results.

woodpecker-mcp

Read-only MCP server for Woodpecker CI that allows AI agents to check pipeline status and retrieve step logs across multiple self-hosted instances.

GhostDom

Headless-browser-as-JSON for AI agents — POST a URL, get rendered HTML, structured DOM, visible text, title, links, and a screenshot from real Chromium, with memorymarket economics where the first agent to render a URL earns 90% of every cache-hit fee from other agents within a 10-minute TTL.