Discover Awesome MCP Servers

UML MCP

Enables AI assistants to generate UML diagrams through natural language by rendering PlantUML code into PNG or SVG images. Supports sequence diagrams, class diagrams, use case diagrams, and other UML chart types with Base64-encoded output.

Conselho Regional de Odontologia TO: Cadastro

Enables natural language queries to official dental council registration data in Tocantins, Brazil. Read-only, hosted, and works with any MCP client.

octen-mcp

MCP server for Octen Extract that turns any URL into clean, LLM-ready markdown, with highlights and classification. Works with Claude, Cursor, VS Code, and other MCP clients.

mindvault-mcp

A privacy-first MCP server that converts messy multi-turn conversations into structured, durable knowledge cards, targeting non-programming agent workflows.

Frontier-Compute/zcash-mcp

Zcash MCP server for AI agents. 12 tools for shielded operations, memo decoding, ZAP1 attestation. Works with Claude, ChatGPT, OpenClaw.

WordPress MCP Server

Enables AI assistants to manage WordPress content, design, SEO, WooCommerce, and more through natural language commands.

codemogger

A local code indexing and search library that enables AI agents to perform semantic and keyword searches across codebases using tree-sitter and SQLite. It provides tools for indexing projects and finding precise code definitions without requiring external APIs, Docker, or server infrastructure.

Get Gather

A containerized service that enables MCP clients to interact with data and perform actions through a remote browser environment. It supports live streaming of the container desktop and offers proxy configuration for location-based browser sessions.

Graphiti-Memory MCP Server

Enables storing and querying memories in a Neo4j knowledge graph with automatic entity extraction. Supports adding episodes, searching entities and relationships, and managing graph data through natural language.

ShipEngine API MCP Server

An MCP server that enables interaction with ShipEngine's shipping API, allowing users to manage shipments, labels, carriers, and other shipping operations through natural language commands.

agent-web-superpower

An MCP server enabling AI agents to access the internet via web scraping, crawling, searching, and structured data extraction using Firecrawl.

mcp-rona

Enables product search, product detail, online availability, and store finder for RONA's catalogue via MCP tools.

SkyFi MCP Server

Enables AI agents to interact with SkyFi's geospatial data services for ordering satellite imagery, searching data catalogs, checking pricing and feasibility, and monitoring areas of interest.

Prism

Multi-level web search MCP server that wraps Claude, Gemini, Perplexity, and Tavily behind a unified interface, enabling multi-depth searches with session management and provider selection.

Scouts-AI-MCP

Model Context Protocol server exposing the SCOUTS-AI web search API as a single web_search tool for AI agents. No API key required.

MCP Communication Server

A Model Context Protocol server implementation that enables real-time data communication between web pages and client applications through WebSocket connections.

google-analytics-mcp

Connects to Google Analytics 4 to run reports, manage configurations, and retrieve admin data using natural language.

repo-brain

Offline-first, persistent repository memory for coding agents. Provides MCP tools for repository scanning, searching, context, and impact analysis, helping agents navigate and edit code efficiently.

Bakaláři MCP Server

An MCP server for the Bakaláři v3 API that provides access to the popular Czech school management system. It enables users to retrieve schedules, permanent timetables, absence records, and grades through a standardized interface.

scorton-mcp

MCP server for behavioral cybersecurity and AI risk scoring in financial workflows, deployed on Cloudflare Workers.

upscayl-docker-worker

Enables private, GPU-backed image upscaling via a local Hermes MCP bridge that submits jobs to an authenticated Upscayl worker API.

EPA Envirofacts MCP Server

Provides AI agents with structured access to U.S. EPA environmental data including nearby regulated facilities, chemical releases, water violations, and hazardous waste sites for any U.S. location. Enables comprehensive environmental impact analysis through the EPA Envirofacts API with geocoding support and distance-based filtering.

code-index

Provides structural, queryable understanding of a Python codebase via MCP tools, enabling direct lookups for callers, dependencies, and class hierarchies without repeated grep/read cycles.

Notion MCP

A secure, open-source Model Context Protocol server for connecting AI agents and apps to Notion. It enables search, read, create, and append operations on Notion pages with audit logging and risk-based security.

MatchBrief

MCP server for retrieving World Cup match briefs, fixtures, and event explanations with sourced, plain-language context.

fimemory

Enables AI assistants to read and write a local, encrypted-by-default memory store, so they can share persistent notes and context across sessions and models on your machine.

AEC Model Bridge

Open, secure runtime that puts Revit, Rhino, Navisworks, and Power BI behind one MCP call center, enabling an AI agent to orchestrate them directly instead of manually dumping data between disconnected apps.

SpeechPulse

Analyzes speech audio to detect emotions, urgency, and sarcasm using prosodic features.

kb-gateway

HTTP MCP gateway for a learning corpus with Pinecone, Neo4j, and agentic router, enabling remote agents to query via tools like route_query, query_namespace, graph_query, etc.