Discover Awesome MCP Servers

CHIM MCP Server

Exposes CHIM change-management workflows (changes, outages, retros, and change freeze status) as MCP tools, enabling AI assistants to query and update CHIM directly.

looba-mcp

An MCP server that provides AI assistants read-only access to Looba, a community platform for UI snippets and design inspiration, enabling snippet discovery and integration into frontend projects.

Spectrum 2 MCP Server

An MCP server that provides comprehensive access to Adobe Spectrum 2 UI components with complete component coverage and lightning-fast performance via Cloudflare Workers.

topease-customs-data

全球海关贸易数据MCP服务器，支持按企业名称、产品关键字、HS编码等多维度查询238个国家/地区的进出口贸易数据。

fast-html-mcp

Five-tier MCP server for lightning-fast HTML generation from AI agents. Assembly-Patch-Read-Raw-Consistency architecture. 15 tools, 22 components, 25 templates — purpose-built for AI-driven page creation with sub-second patch times and AI-grade token compression. MCP name: io.github.aimino-tech/fast-html-mcp-server Quick Start npx -y @aimino/fast-html-mcp-server

docstore-mcp

A ChromaDB-based document storage MCP server that enables adding, storing, and summarizing notes with a custom note:// URI scheme and a single tool for note creation.

Vincario MCP Server

Enables AI assistants to decode VINs, check stolen vehicle databases, and retrieve market valuations through natural language.

MiniMax MCP Server

Bridges MiniMax AI capabilities to the Model Context Protocol, enabling AI agents to perform image understanding, text-to-image generation, and speech synthesis. It provides a standardized interface for accessing MiniMax's core tools via JSON-RPC.

Hive Mind

Swarm intelligence for AI agents, enabling collective decision-making through weighted consensus voting.

Greenloom CAD MCP Server

Enables automated CAD operations via natural language, supporting both AutoCAD LT on Windows and headless DXF generation on any platform.

GitUML MCP Server

Generate UML class diagrams, sequence diagrams, flowcharts, and component diagrams from any Java or Spring Boot repository via CLI or directly inside Claude Desktop.

bitbucket-mcp

Enables AI assistants to manage Bitbucket Cloud repositories, pull requests, pipelines, and code review tasks through natural language.

Gmail AI Agent MCP Server

Enables AI assistants to connect to Gmail accounts, check connection status, and send emails through a secure OAuth 2.0 interface.

File Operations MCP Server

Provides tools for common file processing operations including reading files, listing directories, searching across files, getting file info, and counting lines with built-in security features like path traversal protection.

Modular RAG MCP Server

Enables querying private knowledge bases through a modular RAG pipeline with features like hybrid retrieval, reranking, and observability, exposed via the Model Context Protocol.

Quote Collection MCP-Server

Enables managing a personal quote collection with add, search, random, delete, and import functions via the Model Context Protocol.

Houtini-lm

Houtini LM - LM Studio MCP Server with Expert Prompt Library and Custom Prompting - Offload tasks to LM Studio from Claude Desktop.

thatsme MCP Issuer

Enables teams to automate certificate issuance and query engagement data from the thatsme platform via AI-powered tools like search_events and issue_certificates.

Scenario.com MCP Server

Provides access to Scenario.com's generative AI API for text-to-image and image-to-image generation, model training, upscaling, background removal, and 70+ other AI image tools.

Public Interest MCP

A collection of three no-key MCP servers that provide public data including global weather forecasts, food product facts, and open procurement summaries via standard protocols.

backchannel

MCP server for async messaging between AI coding agents, enabling cross-harness and cross-machine communication with Slack-like semantics and mail-shaped delivery.

Banana Image MCP

An MCP server that generates high-quality blog cover images using Google Gemini AI and automatically uploads them to Qiniu Cloud storage. It provides automated WebP conversion and compression to deliver optimized CDN URLs for generated images.

KubeBlocks Cloud MCP Server

MCP server for KubeBlocks Cloud

Just Claude Things

An MCP server that lets Claude read and write your Things 3 tasks on macOS via AppleScript.

TalkToAnki

An MCP server that enables AI assistants to seamlessly manage Anki flashcards, decks, and templates through the AnkiConnect API. It supports intelligent querying, batch note creation, and detailed study progress analysis using natural language.

ltagent-mcp

Generates, simulates, and inspects LTspice circuits via MCP tools and resources, providing structured JSON interfaces for AI agents.

Glassdoor Reviews API

Extracts Glassdoor employer reviews and returns them as structured JSON, usable as an MCP tool in AI agents.

Keyword Research Tool MCP Server

Provides comprehensive SEO analysis by crawling websites and generating AI-powered keyword insights, search volume data, and competitor strategies. It delivers detailed reports on keyword clusters and commercial intent to help optimize digital marketing workflows.

Shopee MCP Server

Enables AI agents to automate product listing on Shopee via the Shopee Open Platform API, including OAuth2 authentication, product creation, image upload, and category lookup, with a mock mode for testing.

StackOverflow MCP Server

Provides seamless access to StackOverflow's Q\&A database through MCP, enabling advanced search, question/answer retrieval, and rate-limit management.