Discover Awesome MCP Servers

Acknowledgments

镜子 (jìng zi)

ads-mcp-server

Exposes Google Ads and Meta Marketing performance data, campaign settings, and change history to Claude (Cowork) for live daily-dashboard workflows.

graph-mcp-java-gen

Converts natural-language requests into validated, compilable Java test methods, grounding all symbols in a graph catalog and enforcing strict correctness via multi-layer validation.

Base dos Dados MCP

This MCP server provides AI-optimized access to Brazil's largest open data platform, Base dos Dados, enabling dataset search and direct BigQuery SQL execution for Brazilian public datasets.

VMUnityMCP

VM Unity MCP is a Unity Editor MCP bridge providing structured, queue-safe tools for scenes, assets, UI Toolkit, packages, builds, tests, and Editor diagnostics.

tapir-archicad-mcp

A bridge allowing AI agents to control Archicad projects via dynamically generated tools from the Tapir and official Archicad JSON APIs.

Houdini MCP Server

Enables AI assistants to control SideFX Houdini 3D software, providing tools for scene management, node operations, rendering, and more through the Model Context Protocol.

mcp-from-api

An MCP server that exposes any REST API to LLMs through runtime discovery, providing tools to browse endpoints, fetch schemas, and apply business rules without hardcoding or schema duplication.

woocommerce-mcp

Read-only MCP server for WooCommerce that enables answering questions about products, orders, sales, and blog posts via the WordPress REST API without needing plugins or write access.

MCP SQL Server Tool

A read-only MCP server for Microsoft SQL Server that enables metadata discovery, parameterized queries, and query analysis with profile-based configuration and strict no-DML/DDL enforcement.

Alayman MCP Server

Enables access to articles from alayman.io, allowing users to fetch, search, and filter technical content through natural language. It supports pagination and keyword-based filtering for specific topics like React, Angular, and TypeScript.

Influship MCP

Enables AI-native creator discovery for influencer marketing, including creator search, lookalikes, profile lookup, and Instagram post transcript analysis.

FreightUtils MCP Server

AI agent access to 11 freight calculation and reference tools — LDM, CBM, chargeable weight, pallet fitting, ADR dangerous goods (2,939 entries), airline codes (6,352), HS codes (6,940), INCOTERMS, container specs, unit converter, and ADR 1.1.3.6 exemption calculator.

Sequential Thinking Tool API

A Node.js/TypeScript backend for managing sequential thinking sessions, allowing users to create sessions and post thoughts in a structured sequence with support for real-time updates via Server-Sent Events.

MCP Documentation Server

Enables semantic search and retrieval of MCP (Model Context Protocol) documentation using Redis-backed embeddings, allowing users to query and access documentation content through natural language.

fast-webfetch-mcp

A high-performance MCP server for web fetching in Claude Code using Firecrawl backend with automatic fallback.

MachineHearts

MCP server that gives AI agents the ability to discover, match with, and build relationships with other autonomous agents. Supports agent registration, matchmaking, messaging, shared goals, relationship lifecycle management, and real-time event subscriptions.

mcp-arcgis-richmond

Enables searching and querying City of Richmond GIS open geospatial datasets such as parcels, zoning, and public works via ArcGIS services.

CodeGuard MCP Server

Provides centralized security instructions for AI-assisted code generation by matching context-aware rules to the user's programming language and file patterns. It ensures generated code adheres to security best practices without requiring manual maintenance of instruction files across individual repositories.

Exir MCP Server

A multi-tenant MCP gateway that connects AI agents to the Exir CRM API, enabling secure, permissioned access to customers, leads, tasks, invoices, and more through natural language.

Remote MCP Server

A Cloudflare Workers-based MCP server that enables tool integration with Claude AI through OAuth login, allowing users to extend Claude's capabilities with custom tools like mathematical operations.

io.github.stucchi/telnyx

Enables interaction with the Telnyx API for billing, phone numbers, and messaging.

Hyperliquid MCP Server v2

A Model Context Protocol server for Hyperliquid with integrated dashboard

CoolpropMCP

MCP server exposing thermodynamic and transport properties of refrigerants and ~130 other fluids via CoolProp, enabling queries of state points, saturation, fluid info, and humid air properties through natural language.

Example Next.js MCP Server

A drop-in Model Context Protocol server implementation for Next.js projects that enables AI tools, prompts, and resources integration using the Vercel MCP Adapter.

plr-mcp

A Model Context Protocol server for PyLabRobot that exposes liquid handler, plate reader, thermocycler, and heater-shaker as MCP tools. It ships in simulation mode by default, allowing end-to-end testing without hardware.

mcp-reticle

The Wireshark for the Model Context Protocol (Reticle) intercepts, visualises, and profiles MCP JSON-RPC traffic in real time — designed for microsecond-level overhead.

Wappalyzer MCP

A local MCP server that wraps the Wappalyzer API to identify web technologies, subdomains, and site metadata. It enables users to perform site lookups and access technology categories through natural language interfaces.

atcoder-mcp-server

Read-only MCP server for accessing AtCoder problem statements and samples, enabling problem retrieval and search without contest interference.