Discover Awesome MCP Servers

Pinecone MCP Server

Enables AI assistants to perform semantic search, manage vectors, and interact with Pinecone vector databases through standardized MCP tools. Supports querying, upserting, deleting vectors and monitoring database statistics for knowledge base operations.

mcp-linkedin-ads

Enables Claude to manage LinkedIn ad accounts, campaigns, ad sets, and creatives with read/write support, including performance analytics and accurate CTR calculation using landing page clicks.

silotek-serial-mcp

A headless MCP server that enables AI tools (like Claude Code) to read and analyze serial logs from embedded boards (ESP32, STM32) for firmware debugging, with read-only tools for log retrieval and a built-in web viewer.

agent-bridge

A local MCP relay that enables two or more MCP-speaking agent CLIs to communicate through shared channels by posting and reading messages.

GitHub MCP Server

A Model Context Protocol server that exposes read-only GitHub tools to LLM clients, enabling browsing of open issues, pull requests, issue details, and recent repository activity via natural language.

Hokmah MCP Server

Provides AI coding agents with persistent architectural memory of codebases, enabling impact analysis, test generation, and code generation with reduced token usage.

apps-script-mcp-server

An MCP server that lets Claude read and push Google Apps Script code directly into a script project.

SAS MCP Server

Enables execution of SAS code on SAS Viya compute environments with OAuth2 authentication. Allows users to run SAS programs and retrieve execution results including logs and output through the Model Context Protocol.

RAGFlow Claude MCP Server

Integrates RAGFlow's knowledge base API with Claude Desktop for document retrieval, semantic search across multiple datasets, and intelligent query refinement using DSPy.

repowise

Provides AI coding agents with five intelligence layers (dependency graph, git history, documentation, architectural decisions, code health) via nine MCP tools, enabling deep codebase understanding and reducing exploration cost.

xiaomi-device-control

MCP server for controlling Xiaomi/Mi Home smart devices via natural language, supporting device listing, property read/write, action calls, and camera snapshots.

GIMP MCP

Enables AI models and external applications to control GIMP remotely via the Model Context Protocol, allowing image manipulation and object querying through natural language.

vcpkg Package README MCP Server

Enables AI assistants to fetch comprehensive information about vcpkg C++ packages from the vcpkg registry, including README content, package metadata, dependencies, and search functionality with smart caching and GitHub integration.

chatgpt-context-mcp

Imports private ChatGPT conversations into MCP clients like Codex and Claude Code. Provides tools to fetch remote conversation content and serve cached context via local stdio.

mcp-server-bwt

一个模型上下文协议服务器，使像 Claude 这样的人工智能助手能够与 Bing 网站管理员工具 API 交互，允许用户通过自然语言管理网站、提交 URL 以进行索引、分析流量以及访问其他网站管理员工具。

MailDevMcp

Provides MCP tools to manage MailDev Docker containers and inspect received emails, including listing, searching, retrieving, deleting, waiting for, and verifying email content and attachments for local development and test automation.

sheets-mcp

MCP server for Google Sheets that exposes tools to read cell ranges, update values, and apply advanced batch updates (borders, colors, data validation, conditional formatting) via HTTP.

NiceGUI MCP

NiceGUI MCP is a docs-first Model Context Protocol server for local NiceGUI development, providing guidance lookup, code analysis, safe fixes, and starter pattern generation.

UEMCP

Enables Claude to control Unreal Engine 5 editor, spawn actors, build materials, author Blueprints, and more, with zero plugin installation.

clangd-mcp-server

Provides C++ code intelligence tools for AI agents via the Model Context Protocol, enabling symbol navigation, type information, and diagnostics.

omapdf-mcp

Gives AI agents tools to read PDFs, list form fields, apply operations, highlight, add notes, fill fields, place signatures, list signatures, and flatten PDFs.

Trace

An MCP server that transforms Claude into an honest CV co-pilot, mechanically verifying all claims against your actual experience through a structured truth base.

Stata Executor MCP

Enables an agent to execute Stata do scripts or inline commands locally and retrieve structured results including status, error diagnostics, and output text for consumption by the model.

MCP

MCP 服务器 (MCP fúwùqì)

topolift-mcp

Exposes TopoLift's atom-grounded negotiation reasoning to MCP-capable agents, providing tools to fetch a negotiation vocabulary and perform structured negotiation with traceable citations.

shadcn-registry-mcp

A secure MCP server that gives AI coding assistants direct access to the shadcn/ui registry, enabling fetching, installing, and wiring up components without switching context.

MCPNexus

A discovery and routing layer for MCP servers that loads tool definitions on demand, reducing token usage by keeping servers out of the context window until needed.

ComfyUI-MCP-Server

Enables AI agents to generate images and videos through natural language by exposing ComfyUI workflows as parameter-configurable MCP tools.

Camoufox MCP

A local MCP server for authorized browser automation using Camoufox, managing multiple tabs and providing 21 browser tools for interaction.

fleetstreet

Remote MCP server for the fleetstreet creator platform, enabling AI agents to register creative works, issue/revoke AI licences, access compliance evidence, and manage a creator business (catalog, merch, events) via 46 tools.