Discover Awesome MCP Servers

notation-mcp

Render music notation from a JSON score to inline SVG (Verovio + Bravura), round-trippable MusicXML, and base64 MIDI in one call. Includes pre-flight validation with concrete fix suggestions and a curated music-theory knowledge search. Free, open, no auth, sponsored by Gradus School of Music Composition.

Angular DS MCP Server

An MCP server that brings the Phenom Angular Design System into Claude Code and Cursor, enabling AI-assisted development with real-time access to component metadata, APIs, and documentation.

mnemos

Persistent memory engine for AI coding agents. Single Go binary, zero runtime dependencies, MCP-native. Stores, searches, and deduplicates memories across sessions using embedded SQLite with hybrid FTS + semantic search, memory decay, relation graph, and token-budget context assembly.

CloudOps OS MCP

Autonomous multi-agent pipeline that analyzes Terraform files for cost, governance, and compliance issues, providing real-time remediation and XAI console for human-in-the-loop approval.

Developer Utility MCP

Provides developer utilities like UUID generation, hashing, JSON formatting, environment information, and reusable prompts via the Model Context Protocol.

fmg-mcp

MCP server that drives Azgaar's Fantasy Map Generator in a real browser via Playwright, letting users generate maps, inspect them, and export screenshots/SVG/JSON through natural language.

3D Cartoon Generator & File System MCP Server

Enables high-quality 3D-style cartoon image generation using Google Gemini AI alongside secure file system operations like reading, writing, and managing directories. It provides a dual-purpose toolkit for creative asset generation and local file management via the Model Context Protocol.

review-md

Enables reviewing Markdown files in a browser with inline annotations, submitting or cancelling reviews, and returning structured feedback through the review_markdown MCP tool.

AssetForge MCP Server

Enables AI agents to generate game assets (sprites, audio, meshes, etc.) through MCP tools with a fail-closed license gate, ensuring every generation is vetted for licensing compliance before writing output.

CodeGraph

Supercharges AI coding agents with semantic code intelligence, providing pre-built knowledge graphs for surgical context, faster answers, and fewer tool calls.

saas.tf MCP Server

Enables users to get free subdomains with automatic DNS provisioning directly through LLM-powered tools like Claude Code.

dir-mcp

Enables AI assistants and IDEs to work with the AGNTCY Agent Directory, providing tools for validating, publishing, searching agent records, and navigating OASF taxonomies.

avoid-ai-writing-mcp

Provides local, deterministic scoring and detailed auditing of text for AI-writing patterns via two read-only tools, with no network calls or language models.

LLM Inference Pricing Research Server

Enables scraping and comparing pricing information for LLM inference services across multiple providers (CloudRift, DeepInfra, Fireworks, Groq) using Firecrawl API and SQLite storage.

clipboard-vision-mcp

Enables text-only AI models to understand clipboard images by describing them through a vision model, eliminating manual file saving.

remoteopenclaw-mcp

Enables AI agents to search a directory of 13,870+ MCP servers, 4,384+ agent skills, and plugins from Remote OpenClaw, returning install commands directly.

MCP Energy Server

Provides access to comprehensive U.S. and international energy data from the EIA API, including electricity, natural gas, petroleum, coal, renewables, CO2 emissions, and energy forecasts.

frogeye-mcp

AI-powered security vulnerability detection for MCP-compatible agents, offering real-time scanning of code against a knowledge graph of 24,000+ vulnerability patterns.

pay-mcp

USDC payments for AI agents on Base. Direct transfers, pre-funded tabs, x402 paywall handling, and service discovery.

simple-storybook-preview-mcp

Enables live preview of Storybook components inside the IDE as the AI edits them, using MCP Apps integration.

Lenses MCP Server

Manage, explore, transform and join data in Kafka topics across multiple clusters using different flavours of Apache Kafka via Lenses.io (including the free Community Edition)

Katana MCP Server

Enables seamless interaction with the Katana network for cross-chain bridging, SushiSwap trading, and Yearn vault management. It allows AI assistants to manage portfolios and execute DeFi operations across multiple networks including Ethereum, Polygon, and Arbitrum.

A2CR

MCP server for AI-agent handoffs with client-encrypted WorkBaton checkpoints and WorkStash notes.

researcher

Fast AI research agent in Rust that plans sub-questions, searches the web, scrapes sources in parallel, and writes comprehensive markdown reports.

codegraph-mcp

Provides Claude Code with a repository symbol graph via tree-sitter, enabling instant symbol lookup, file skeletons, call-site analysis, and persistent notes, reducing token usage by reading signatures instead of whole files.

Template-Nodejs-MCP-Server

A Node.js template for building stateful MCP servers with streamable HTTP transport, featuring modular tools and resources for easy extension and integration.

Agentic Bits Claude Plugin

Adds a live git branch status bar to the Claude footer for tracking multiple active and reference repositories. It allows users to manage repository visibility and configuration directly through natural language MCP tools.

Forgetful

A storage and retrieval MCP server for AI agents using FastMCP, enabling persistent knowledge base with semantic search and automatic linking.

Remote MCP with Azure Functions (Python)

A quickstart template to build and deploy a remote MCP server on Azure Functions using Python, secured with keys and HTTPS.

Google Docs Preview MCP

Enables creating anchored comments, replies, and real suggested edits in Google Docs from Claude.