Discover Awesome MCP Servers

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.

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.

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.

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.

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.

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.

Symbiotic MCP Server

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

JS Reverse MCP

An MCP server for JavaScript reverse engineering that enables AI to perform browser debugging, script analysis, and automated hook injection. It streamlines complex workflows like deobfuscation, network tracing, and risk assessment through direct browser integration.

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.

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.

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

web2mcp

Turn any website into a standalone MCP server.

wetter-mcp-server

MCP server for weather forecasts via Open-Meteo (no API key needed), providing current weather, hourly, and daily forecasts with geocoding support.

CSDK Docs MCP Server

Enables TF-IDF search and structured browsing of Sisense Compose SDK documentation for React, Vue, and Angular, with support for framework filtering and code context to find relevant code examples.

Prefeitura MG Montes Claros: Certidão Negativa de Débitos MCP Server

Read-only MCP server for consulting official negative debt certificates from the Montes Claros city government, with pay-per-use prepaid credits.

arkts-knowledge-search

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

Metabase MCP Server

Enables AI assistants to interact with Metabase analytics platform, allowing users to query databases, manage dashboards and cards, execute SQL queries, and access analytics data through natural language.

Code Scanner Server

一个 MCP 服务器，用于扫描代码库以提取结构信息（类、函数等），具有灵活的过滤选项，并以 LLM 友好的格式输出。

Codex Octopus

An MCP server that wraps the OpenAI Codex SDK to deploy multiple specialized AI agents with individual configurations for models, sandboxing, and behavior. It enables users to manage dedicated tools for tasks like code review and test writing through a customizable agent factory.

Deepgram Agentic Tools MCP Server

A self-hosted MCP server that wraps Deepgram's speech-to-text, text-to-speech, text analysis, and usage APIs for use with CyberArk Secure AI Agents (SAIA).

mcp-skatteetaten

Enables AI assistants to query Norwegian tax data, submit reports, look up population register information, and validate VAT returns through Skatteetaten APIs using Maskinporten authentication.

zotero-mcp

Integrates with Zotero's local API to search, retrieve, read PDFs, and add items by DOI from your Zotero library.

Second Eyes MCP

A thin stdio client that proxies to the Second Eyes API, enabling wallet-equipped agents to pay via x402 and receive deterministic verdicts.