Discover Awesome MCP Servers

gograph

A local AST and type-aware Go repository context indexer that uses CHA to map symbols, call graphs, dependencies, and architecture patterns. Built for AI coding agents that need to navigate and reason about large Go codebases without reading raw files.

simple-dicom-mcp

Enables AI assistants to query and read data on DICOM servers (PACS, VNA, etc.).

graphql-mcp-server

Automatically generates MCP tools from any GraphQL API by introspecting its schema, supporting queries, mutations, and authentication.

germany-mcp-server

MCP server providing AI agents with access to German government open data. 12 tools across 6 categories: Autobahn traffic, DWD weather, NINA disaster warnings, SMARD energy market, Bundestag parliamentary data, and pollen forecasts. All APIs are free, no keys required.

ProxmoxMCP-Plus

An enhanced Python-based MCP server that enables complete VM lifecycle management and monitoring of Proxmox virtualization platforms through natural language, with 11 REST API endpoints for seamless integration.

toggle-brain MCP Server

Exposes the Toggle Brain knowledge base, prompt templates, and executable scripts to any MCP-compatible AI assistant.

a5sql-mcp

Reads A5:SQL Mk-2 ER diagrams and SQL files locally, making them accessible to AI tools via the MCP protocol without executing SQL or writing to databases.

ashare-mcp

A-share market data MCP server via baostock. Full-stack coverage: K-line, financials, DCF/DDM/PEG valuation, 11 technical indicators with proper split-day volume handling (OBV/MFI on raw bars), CN-style KDJ (J=3K-2D), risk metrics (Beta/Sharpe/MaxDD with stock-suspension-aware aligned returns), and PBoC macro data.

Floyd

Scheduling and booking engine for AI agents. Check availability, hold slots, and confirm appointments with two-phase booking and conflict-free resource management.

muze-mcp

Provides Meta and Google Ads intelligence for AI assistants, enabling users to analyze performance, track competitors, and manage ad campaigns through natural language. It features 17 tools for generating creative concepts, scraping competitor ads, and performing deep account-level analysis.

Purple AI MCP Server

Enables read-only access to SentinelOne's platform through MCP, allowing security investigations, threat hunting, and asset inventory queries via natural language.

Dual Water Tank MCP

Fits a lithium-ion full-cell dual-water-tank model from charge/discharge voltage-capacity data for battery aging mechanism identification, with parameter fitting, batch processing, and MCP server integration.

thetadata-mcp

MCP server that wraps the Theta Data API to provide AI assistants with real-time and historic stock, options, and index data, including OHLC, trades, quotes, Greeks, and more.

DNS MCP Server

A comprehensive DNS query server that enables querying all types of DNS records, including A, AAAA, MX, TXT, NS, CNAME, SOA, PTR, SRV, CAA, and DNSSEC checks, as well as advanced tools like WHOIS-style lookup and DNS delegation tracing.

envious-canvas

An MCP server that turns Claude into a full image production studio, enabling creation, editing, resizing, and brand-consistent asset generation across multiple platforms.

emr-mcp-server

Provides intelligent guidance for EMR cluster management, configuration recommendations, and monitoring capabilities

codeembed

Embeds your codebase into a local vector and graph database and exposes it as an MCP tool, enabling AI assistants to perform fast semantic search over your code using Graph RAG.

@bestimmaa/posprint-mcp

MCP server for printing POS receipts via CUPS printers, supporting a two-step confirmation flow with preview.

daedal-map

Remote MCP server for geographic data. Free and x402 paid packs all normalized for cross domain joins. Start with get_catalog, then get_pack for details.

MCP Server for Splunk

Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.

Design Feeds MCP

Enables browsing and reading curated design and photography feeds, as well as fetching any RSS/Atom/RDF feed with robust fallback.

Fusion360 MCP Server

Connects AI coding agents to Autodesk Fusion 360 for CAD automation, enabling natural language control over sketching, 3D modeling, and CAM operations. It uses a Python-based bridge and a custom add-in to execute over 80 tools ranging from simple geometry creation to complex assembly and parameter management.

godot-ai-mcp

Provides AI assistants with tools to launch the Godot editor, run projects, manipulate scenes, manage scripts, and control node properties through a standardized MCP interface.

MCP ERPNext Plugin

Integrates Claude with ERPNext v16, enabling CRUD operations, queries, and method calls through a secure MCP interface.

FortiCNAPP MCP Server

MCP server for managing Fortinet FortiCNAPP via AI agents, enabling vulnerability scanning, agent management, and compliance monitoring.

swarmskills

A CLI and MCP server for managing skills across ~45 code CLI agents, with 18 tools for discovering, installing, enabling, and syncing skills in mid-session.

Playwright MCP Server

Enables web browser automation through Playwright, providing tools for navigation, element interaction, screenshot capture, and accessibility snapshots. Uses streamableHttp transport for seamless integration with MCP clients.

GitHub MCP Server

Enables comprehensive interaction with GitHub repositories, including code management, issues, pull requests, and full GitHub Actions workflow control with triggering, monitoring, and artifact management capabilities.

Boomi MCP Server

Secure MCP server for Boomi Platform API integration with Claude Code. Enables natural language interaction with Boomi Platform APIs, including managing accounts, processes, components, deployments, schedules, and more.