Discover Awesome MCP Servers

ds-pilot

MCP server that exposes your design system components and tokens to AI agents, preventing duplicate component creation and hardcoded token values.

FGD Fusion Stack Pro

MCP server with intelligent memory management and file monitoring that enables context-aware AI assistance across multiple LLM providers (Grok, OpenAI, Claude, Ollama) with persistent memory of interactions and real-time file system changes.

rednote-mind-mcp

Enables AI assistants to search Xiaohongshu notes, analyze favorites, and extract text from images for social media research.

mcp-blanko

A TypeScript template for building MCP servers with stdio/SSE transport and easy tool registration.

pocket-joe-mcp-toys

Enables transcription of YouTube videos to extract video titles, full transcripts, thumbnail URLs, and video IDs. Built with pocket-joe and deployable to Railway for scalable MCP server hosting.

antigravity-intern

An MCP server that bridges Claude Code with Antigravity CLI using a Swarm Agent architecture to optimize local development workflows and minimize LLM token costs. Includes a web UI for monitoring agent workflows.

easyeda-mcp

Enables MCP clients like Claude Code to control a running EasyEDA Pro instance for PCB design automation, including DRC checks, project management, and script execution via a bridge server.

mcp-sqlserver

Enables AI assistants to connect to Microsoft SQL Server for schema discovery, querying, stored procedures, DDL, performance diagnostics, and developer utilities with configurable security modes.

colab-mcp

An MCP server for bridging your local agent to a Colab session in the browser.

Hue MCP Server

Enables AI assistants to interact with Hadoop Hue for executing SQL queries using Hive, SparkSQL, or Impala and managing HDFS files. It supports directory browsing, file transfers, and exporting query results to CSV through the Model Context Protocol.

Academic Research Intelligence MCP

Enables AI agents to search academic papers, analyze citations and authors, track trending research, and find semantically related work using free scholarly sources.

SEO Analyzer API

Analyzes any webpage for SEO scores, issues, and actionable recommendations. Supports side-by-side comparison of two URLs.

Serena MCP Server

Provides IDE-like semantic code retrieval and editing tools for LLMs, enabling precise code understanding and manipulation in large codebases via the Model Context Protocol.

mcp-opendatasoft

Enables searching datasets and fetching records from Opendatasoft public data portals through Pipeworx MCP gateway.

Google Drive MCP Server

Enables AI models to search, list, and read files from Google Drive with automatic format conversion for Google Workspace documents.

Homelab MCP Server

Enables AI assistants to manage homelab infrastructure through automated service installation (Jellyfin, Pi-hole, Ollama, Home Assistant, Frigate NVR), VM operations, AI accelerator support (MemryX, Coral TPU, Hailo-8), and Terraform state management with SSH-based discovery and deployment.

Student Management MCP Prototype

Provides simulated tools for querying student profiles, filtering attention lists, writing follow-up records, and generating class dashboards, enabling data-driven student management.

salban-mcp-server

Enables AI agents to program sequences, tweak synthesizer parameters, load audio samples, and interact with the SAL BAN Monolith Engine in real-time via a secure local WebSocket bridge.

sf-graph

Maps Salesforce metadata into a Neo4j graph database, enabling AI agents to reason about schema and generate accurate SOQL queries.

Sales Analytics MCP Server

Provides read-only access to a sales database, letting LLMs answer analytics questions like revenue by region or top customers via MCP tools.

respec-mcp

A stdio MCP server that wraps ReSpec rendering with repo-local profiles, enabling AI agents to scaffold, validate, and build W3C-style documents.

china-phone-mcp

Enables AI agents to look up Chinese phone number carrier and location information using MIIT official data.

pdf-debug-mcp

A PDF debugging MCP server that inspects low-level PDF structure, including indirect objects, content streams, page trees, and resources.

hafasmcp

MCP server for real-time German public transport data (HAFAS/VBN network). Enables querying departures, arrivals, journeys, and nearby stops using natural language.

xianyu-buyer-mcp

Enables AI agents to interact with Goofish (闲鱼) marketplace, supporting product search, batch inquiry messaging, and conversation management for buyers.

cambium

Knowledge-lifecycle MCP: turn agent work into memory, recall it across projects

MCP Goose Subagents Server

An MCP server that enables AI clients to delegate tasks to autonomous developer teams using Goose CLI subagents, supporting parallel and sequential execution across specialized roles like backend developers, frontend developers, and security auditors.

@aryaminus/socials-mcp

Enables social media creators to pull TikTok, Instagram, Facebook, and YouTube analytics into a persistent vault, receive weekly digests, review scripts, build media kits, and draft brand outreach using official APIs only.

KiasuMiles

MCP server that recommends the best credit card for miles based on your card stack and the merchant, helping you maximize miles at checkout.