Discover Awesome MCP Servers

SearchAPI MCP Server

MCP server that provides standardized access to Google Maps, Flights, Hotels, and other search services, enabling AI assistants to perform various searches.

Status Observer MCP

Status Observer MCP

PostgreSQL MCP Server

Enables querying PostgreSQL database metadata including table lists and schema information through the MCP protocol. Supports stdio transport for Cursor/IDE integration as well as HTTP transport with health check endpoints.

SEO Research MCP

Enables AI coding assistants to perform SEO research tasks including backlink analysis, keyword research, traffic estimation, and keyword difficulty analysis using Ahrefs data directly within IDEs.

etfedge-mcp

Read-only MCP server for Taiwan active ETF research database, providing tools to list ETFs, track buy/sell deltas, view stock history and PnL, and find consensus buys across ETFs.

Arvo MCP Server

Connects AI assistants to Arvo fitness coach for tracking workouts, PRs, body progress, and training splits through natural conversation.

Boosty MCP DeFi Platform

An enterprise-grade MCP server platform for executing real DeFi operations on Solana and EVM chains using natural language. It enables users to perform live trading, volume generation, and wallet management directly within Claude Desktop.

Supabase Coolify MCP Server

Enables comprehensive management of self-hosted Supabase instances on Coolify, including database migrations, edge functions deployment, storage management, auth configuration, and full application lifecycle control through AI agents.

@mobilpay/mcp-server

An MCP server for KG Financial's payment services integration, enabling AI coding tools to generate accurate code by automatically searching payment integration documentation through natural language queries.

vibe-prompt-mcp

Fix your vibe coding prompts before they reach the AI. Scores and rewrites across 4 dimensions — no API key, no server, just npx. Now with codebase-aware context injection for design, database, API, auth, testing, and state management.

BrowserMCP

An MCP server that provides AI assistants with full control over a real browser session via a Chrome extension, supporting 36 tools for navigation, data extraction, and DOM manipulation. It bypasses bot detection by utilizing the user's active browser session, including cookies, authentication tokens, and installed extensions.

Kubernetes MCP Server

Server MCP ringan yang menyediakan pemrosesan bahasa alami dan akses API ke klaster Kubernetes, menggabungkan perintah kubectl dan klien Python Kubernetes.

mcp-tool-hub

A modular, extensible MCP multi-server hub that gives LLMs sandboxed file access, Git operations, web fetching, and persistent memory, deployable via Ansible.

Biomolecule Modeling MCP Server

Enables AI assistants to clean PDB structures and run initial-stage energy relaxation for biomolecular modeling. It provides a structured workflow for preparing structures before production molecular dynamics or coarse-graining pipelines.

Strapi Content MCP

Enables AI assistants to interact directly with Strapi v5 CMS content through full CRUD operations, media uploads, and content type exploration using Strapi's Document Service API.

Firebase Management MCP Server

An MCP Server providing access to Google's Firebase API, allowing natural language interaction with Firebase services and resources.

indexnow-mcp

Submit URLs for instant indexing via IndexNow and Google Indexing API

mediawiki-mcp-server

Model Context Protocol (MCP) server for MediaWiki

Remote MCP Server Authless

A serverless MCP implementation on Cloudflare Workers that allows connecting AI models to custom tools without requiring authentication.

MCP Server Validation

Repositori pengujian untuk validasi server GitHub MCP

MCP Task Manager Server

Sebuah server Protokol Konteks Model lokal yang menyediakan alat bantu backend untuk agen AI dalam mengelola proyek dan tugas dengan penyimpanan persisten di SQLite, memungkinkan pelacakan terstruktur tugas proyek dengan dependensi, prioritas, dan status.

MCP Autonomous Analyst

A local, agentic AI pipeline that analyzes tabular data, detects anomalies, and generates interpretive summaries using local LLMs orchestrated via the Model Context Protocol.

mcp-gh-pr-mini

Server MCP (Model Context Protocol) minimal untuk berinteraksi dengan *pull request* GitHub.

OpenTester

OpenTester is a testing execution engine designed for AI coding tools (Claude Code, Cursor, OpenCode, etc.). It provides a unified DSL format and MCP interface, enabling Agents to generate, execute, and manage test cases, achieving an automated "code-test-fix" workflow.

mcp-repo-graph

Structural graph map of any codebase. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of reading everything.

MCP YAML API

A Model Context Protocol server that creates tools from API configurations defined in YAML files, allowing easy integration of external APIs into an MCP ecosystem without coding.

Bulk WhatsApp Validator

Enables validation of single or bulk WhatsApp numbers and retrieval of account metadata, such as business status and profile info, via the Bulk WhatsApp Validator API.

Omega

Persistent memory for AI coding agents

razorpay-mcp

Server MCP Razorpay tidak resmi