Discover Awesome MCP Servers

PingOne Advanced Identity Cloud MCP Server

Enables AI assistants to interact with PingOne Advanced Identity Cloud environments through natural language, supporting user management, authentication theme customization, log analysis, and identity data queries with secure OAuth 2.0 authentication.

mcp-rag-server

MCP RAG Server is a Python MCP server that indexes documents in multiple formats (Markdown, text, PowerPoint, PDF) using multilingual-e5-large embeddings and enables vector search for retrieval-augmented generation.

Alfred MCP Server

Enables AI assistants to create, manage, and execute Alfred workflow automation skills, manage MCP server connections, view execution history, and handle API keys through Alfred's REST API.

gametheory-mcp

Equilibrium-aware primitives for AI agents — negotiation, auctions, mechanism design — exposed over MCP and importable as a Python library.

npm-trends-mcp

Provides weekly download counts and trend data for npm packages, enabling comparison of adoption velocity across JavaScript libraries.

kcsc-design-mcp

Enables AI assistants to retrieve and cite South Korean national construction standards (KDS/KCS) with tables and formula images via the KCSC OpenAPI, and to use design decision trees, validation, and blank Excel templates directly in the chat interface.

reed-mcp

Provides read-only MCP tools for searching and asking over private documents via a local RAG service (reed), returning ranked passages with citations while keeping data on the machine.

Sentiment By Api Ninjas MCP Server

Enables sentiment analysis of text blocks using the Api Ninjas API, returning sentiment scores and overall sentiment classification for up to 2000 characters of text.

airlock

MCP server that vets package installations and shell commands to block dangerous actions by AI coding agents.

Connhex MCP Server

Enables natural language interaction with Connhex IoT platform APIs for managing devices, telemetry, rules, and resources via MCP tools.

DF-MCP

DreamFactory MCP 服务器使像 Claude 这样的人工智能助手能够通过 DreamFactory 自动生成的 REST API 直接查询您的数据库。这个 Node.js 服务器实现了模型上下文协议 (MCP)，允许自然语言数据库交互，同时保持企业级的安全性。

Sensact

Sensact is a Supabase-hosted remote MCP server that lets LLM clients discover and invoke device capabilities on user-owned devices, using OAuth 2.1 for authorization and Postgres+Realtime as the control plane.

CodeTour

Enables LLMs to create animated, narrated tours of GitHub pull requests, with a local browser viewer showing diffs and code highlights while speaking the narration aloud.

gpal

An MCP server that gives your IDE or agent access to Google Gemini with autonomous codebase exploration, enabling deep code analysis, architectural reviews, and bug hunting.

MCP Data Analyzer

Enables loading and statistical analysis of .xlsx and .csv files with visualization capabilities using matplotlib and plotly to generate various graphs and charts.

Scroll MCP Server

MCP server for automated quality audit and corpus navigation of the Herculaneum scrolls, exposing scroll metadata, transcriptions, CT volumes, ML models, and documentation.

CRAFT Content MCP Server

An MCP server providing 8 content creation tools for case studies, newsletters, webinars, and more, based on the CRAFT Framework.

Symbiotic MCP Server

Enables security analysis of code and infrastructure files via MCP, using Symbiotic CLI for scanning vulnerabilities.

MCP Context Master

Automatically analyzes project dependencies to discover and download the most relevant documentation, enabling developers to quickly set up comprehensive project context.

pendo-mcp

A comprehensive MCP server that provides AI assistants with powerful access to Pendo analytics through 15 specialized tools, transforming natural language questions into deep product insights.

MCP Scorecard Server

Provides AI models with tools to check trust scores and safety details for MCP servers, search for servers, and view ecosystem statistics.

gemini-cli-mcp

A secure MCP server that wraps the Google Gemini CLI, allowing clients to query Gemini models using local OAuth sessions without requiring an API key. It provides tools for model interaction and diagnostics with built-in protection against command injection.

mendix-mcp-server

Enables AI agents to read and modify Mendix application models through MCP tools for creating modules, entities, pages, microflows, deploying, and querying runtime data.

cloudprice-mcp

MCP server that lets Claude (or any MCP-compatible client) compare on-demand compute + storage pricing across AWS, Azure, and GCP in real time.

arkts-knowledge-search

MCP server for querying online knowledge about ArkTS, ArkUI, HarmonyOS, and OpenHarmony, with separate OAuth login and token encryption.

archangel-agency-mcp

Query ontological research briefings, Universal Language frameworks, and structured AI context documents through 4 MCP tools — including an 8-document Context JSON library sourced from the FusionGirl wiki. Supports x402 micropayments on Base and serves an A2A agent card for inter-agent discovery.

lingbot-mcp

MCP server exposing Lingbot's creation tools, public links, and model availability through three simple tools.

XMTP MCP Server

Enables AI agents to interact with the XMTP decentralized messaging network. Supports sending encrypted messages, managing conversations, and streaming real-time messages to any XMTP-enabled wallet address.

GitHub MCP Server

Enables AI assistants to analyze GitHub repository structures and read file contents with features like directory traversal, file type analysis, syntax highlighting, and code pattern detection. Supports both public and private repositories through GitHub API integration.

goodday-mcp

Goodday‑MCP is a lightweight Model Context Protocol (MCP) server designed to seamlessly integrate with the Goodday project management platform via its API v2. It enables querying of projects, tasks, and users—without altering any data—making it ideal for secure context-aware applications