Discover Awesome MCP Servers

sarvam-tools

An MCP server providing tools for speech-to-text, translation, language detection, question answering, and text-to-speech using Sarvam AI models, enabling multilingual voice agents.

IBM i MCP Server

Enables AI agents to interact with IBM i systems through the Model Context Protocol, providing secure SQL-based access to Db2 for i databases for querying, monitoring, and executing operations.

Redshift MCP Server

Enables interacting with Amazon Redshift databases through SQL queries, schema exploration, and execution plan analysis.

Paid Media MCP

Enables Claude to access and analyze your paid media campaign data, team structure, performance metrics, and reporting templates, so it can answer questions and assist with analysis directly in your workflow.

DepScope

Package intelligence MCP server. Stops AI agents from installing hallucinated/malicious packages across 17 ecosystems. 22 tools, free, no auth.

GENAI EVERYDAY

一个致力于探索、实验和应用生成式人工智能概念和工具于实际日常场景的仓库。

Qase MCP Server

Enables integration with Qase test management platform to create, retrieve, and manage test cases, test suites, and test runs through natural language interactions.

Trellis MCP Server

针对 TRELLIS (SOTA 文本到 3D/图像到 3D 模型) 的模型上下文协议 (MCP)

mcp-appium-gestures

Provides resources and tools for generating Appium mobile gesture code (tap, swipe, scroll, etc.) in JavaScript and Java.

PsyFlow-MCP

A lightweight FastMCP server that enables language models to discover, clone, transform, and localize PsyFlow task templates through a streamlined workflow with standardized tools.

Location MCP Server

An MCP (Model Context Protocol) server that provides location data from a local macOS app.

Document Automation MCP Server

A sophisticated server that enables AI assistants to automatically analyze codebases and generate comprehensive, professional documentation.

FastMCP_RecSys

一个基于 CLIP 的时尚推荐系统，允许用户上传服装图片，并根据视觉分析接收标签和推荐。

rapid7-mcp

Enables AI assistants to interact with Rapid7 InsightIDR SIEM for investigating incidents, searching logs with LEQL, managing alerts and assets, analyzing user behavior, and handling threat intelligence.

Tonle OpenProject MCP Server

Enables AI assistants to interact with OpenProject's API v3 for comprehensive project management operations including work packages, projects, time tracking, users, and all other OpenProject features through natural language.

Vybe Virtual Try-On MCP Server

A FastMCP server that provides virtual try-on functionality through the Replicate API, allowing users to visualize how clothing items would look on models.

Luvv MCPServer

A production-grade security auditing MCP server that wraps semgrep (SAST) and gitleaks (secret detection) to enable one-click code security scanning via MCP stdio protocol.

Office Document Processing MCP Server

Enables creation and editing of Word, Excel, and PowerPoint documents within MCP clients through AI assistants.

FlyonUI MCP Server

An AI-powered Tailwind builder that helps developers create, inspire, and refactor UI components directly within their IDE, supporting popular frameworks like React, Next.js, Vue, and Svelte.

Elasticsearch MCP Server

Exposes Elasticsearch semantic search capabilities as MCP tools, enabling ELSER, kNN, and hybrid search with automatic index setup.

LitSynth MCP Server

Enables intelligent academic paper discovery through ArXiv search and AI-powered semantic similarity analysis. Helps researchers find and rank the most relevant papers using natural language queries and state-of-the-art sentence transformers.

Control Plane OpenAPI MCP Server

Enables AI assistants to explore and interact with the Facets Control Plane API via natural language, supporting operations like searching endpoints, loading schemas, and making authenticated API calls.

Confluence Mcp Server

这是一个使用 Confluence API 实现 MCP 服务器的示例。

MCP Safety Warden

A proxy server that wraps any MCP server, adding behavioral profiling, security scanning, risk gating, and safe execution to its tools.

VibeWatch

Monitors development commands and exposes terminal output to Claude in real-time, allowing AI assistants to see errors, logs, and stack traces without copy-pasting.

ya-frida-mcp

A comprehensive MCP server for Frida dynamic instrumentation, enabling AI agents to manage devices, processes, scripts, memory, and ADB operations.

kickflow MCP Server

Enables interaction with the kickflow workflow management API through MCP, supporting comprehensive operations for tickets, approvals, users, teams, workflows, comments, and organizational management.

Shodan MCP Server

Enables comprehensive security reconnaissance, vulnerability assessment, and threat intelligence gathering by integrating Shodan's API. It provides tools for searching internet-connected devices, performing DNS operations, and querying the Shodan exploit database.

MCP Pickaxe Server

Connects AI assistants to the Pickaxe platform for managing AI agents, knowledge bases, users, and analytics through natural language, including chat history analysis, document management, and multi-studio operations.

FRED

A local MCP server that gives Claude and other MCP clients access to Federal Reserve Economic Data (FRED) — 800,000+ economic time series covering GDP, inflation, employment, interest rates, and more.