Discover Awesome MCP Servers

Bugsink MCP Server

Enables AI assistants to query and analyze errors from Bugsink self-hosted error tracking instances. Supports listing projects, teams, issues, and viewing detailed error events with stacktraces.

sap-cloud-erp

An MCP server that provides tools to list, get, create, and update SAP S/4HANA Cloud Public Edition business objects like purchase orders, sales orders, and production orders through the Model Context Protocol.

git-finder-mcp

Enables natural language code search across multiple local Git repositories, allowing users to register projects, search for code, and explore file structures through Claude.

ie-mcp

Enables LLMs to drive Edge in IE mode for automating legacy IE-only web applications, supporting tasks like clicking, filling forms, and data extraction via Selenium.

MCP Log Analyzer

An AI-powered server that analyzes system log files to identify errors/warnings and recommend fixes using FastMCP, LangGraph ReAct agents, and Anthropic Claude.

ai-ready-ds-auditor

Enables AI IDEs to query Figma design tokens, component specs, and audit issues via MCP tools, without cloud subscriptions.

MCP Duplicate File Manager Server

Enables LLM agents to find and safely delete duplicate files using content-based detection, with smart copy prioritization and dry-run mode.

Gamma MCP Server

Enables generating presentations, creating from templates, and managing Gamma resources via MCP tools.

Test MCP Feb 5 MCP Server

An MCP server that provides access to the Test MCP Feb 5 API, enabling AI agents to interact with its endpoints through standardized tools. It supports seamless AI integration via the Model Context Protocol and is designed for easy deployment using Docker or Google Cloud Run.

Chrome DevTools for agents (chrome-devtools-mcp)

Lets AI coding assistants control and inspect a live Chrome browser through MCP, enabling reliable automation, debugging, and performance analysis using Chrome DevTools.

BountyVerdict Agent Decision MCP Server

Provides paid decision APIs for autonomous coding agents to diagnose GitHub Actions failures, classify flaky tests, check MCP tool drift, audit agent instructions, and compare bounties.

Census MCP Server

Node.js MCP server enabling AI agents to access comprehensive U.S. Census Bureau demographic and economic data, including ACS, decennial census, and business patterns.

bun-runner-mcp

An MCP server that executes TypeScript/JavaScript code in a sandboxed Bun environment with permission-based security controls, code snippets, and a web management UI.

Android MCP Server

Enables control of Android devices through ADB using natural language commands. Supports browser automation, SMS sending, device information retrieval, settings control, and common device actions like screenshots and button presses.

Ghostvault

Enables AI agents to manage multiple Google accounts with persistent sessions and anti-detect browser fingerprints, supporting sign-in, account switching, Gmail access, and interaction with any Google SSO website.

mcp-national-rail

An MCP server to retrieve train schedules from National Rail using the Realtime Trains API, providing tools for live departures and arrivals.

targetprocess-mcp

MCP server for integrating TargetProcess with Claude Code, enabling natural language queries for projects, user stories, bugs, features, and sprints.

gmail-writer

A local MCP server enabling Gmail write operations (modify threads, search, handle attachments) by using a Desktop OAuth client with correct scopes, fixing the hosted Gmail MCP's broken write tools.

Ressl AI MCP Server

Provides file search functionality with tools for both partial keyword matching and exact word search, returning detailed results with line numbers and column positions.

Generate Manual Test Cases

This MCP server provides a tool to generate manual test cases in Markdown or CSV format from documentation files and custom rules. It supports text and PDF inputs and can leverage LLM sampling to automate the creation of detailed test scenarios.

gramps-web-mcp

MCP server for Gramps Web. Gives AI agents structured, tool-based access to family trees through the Model Context Protocol. Built with .NET 8.

Oorlogsbronnen MCP Server

Server MCP untuk mengakses arsip Perang Dunia II Belanda melalui API Oorlogsbronnen. Menyediakan akses terstruktur ke catatan sejarah, foto, dan dokumen dari Belanda tahun 1940-1945.

dolores

dolores is an MCP server that gives AI agents persistent memory using Postgres and pgvector, retrieving only relevant context to minimize token usage.

mcp-fleet-worker

Spawn headless OpenCode workers on cheap models to delegate expensive tool-using tasks to a fleet of parallel workers with isolated git worktrees.

MCP BMI Server Template

A minimal FastAPI-based MCP server that provides a tool for calculating Body Mass Index (BMI) using SSE for discovery. It serves as a template for developers to build and deploy lightweight MCP services on platforms like Render.

mcp-sitecore-server

Server Protokol Konteks Model untuk Sitecore

PythonCMCPServer

Membangun Server MCP Kustom Menggunakan Python