Discover Awesome MCP Servers

Formulary MCP Server

Provides unified access to drug formulary data from US ACA marketplace health insurance plans, enabling drug search, coverage details, restriction info, and plan comparison across thousands of plans.

fast_award_screener_mcp

Screens DIBBS RFQs for micro-purchase viability using deterministic logic without LLM calls.

MCP FirestoreDB

A comprehensive MCP server for Google Cloud Firestore database operations, providing tools for document management, batch processing, collection analysis, and index management.

lightrag-mcp

MCP server that bridges LightRAG API with MCP-compatible clients, enabling retrieval-augmented generation, document management, and knowledge graph operations.

MCP: Local PR Description Generator

A lightweight tool that uses Mistral AI running locally to generate structured GitHub pull request descriptions from git diffs.

MCP Agile Flow

FastMCP를 사용하여 최신 리소스 기반 API를 통해 AI 지원 애자일 개발 워크플로우를 관리하는 포괄적인 시스템.

openshift-installer-checker

Analyzes git repositories to extract installation requirements and validates feasibility against OpenShift/Kubernetes clusters.

Upvote.club Local MCP

Provides access to Upvote.club public API via stdio, enabling task creation, status checking, platform listing, and API reference queries.

local-wp-mcp

MCP server providing WP-CLI, MySQL, and filesystem access for Local by Flywheel WordPress sites, enabling direct management without HTTP endpoints.

LOOM

A git-native decision journal that uses a local LLM to infer and store the rationale behind code changes, providing MCP tools for AI coding tools to query commit history.

DLF Agency MCP Server

Enables AI agents to manage GoHighLevel workspaces through natural language, with 508 tools across 18 domains for complete CRM, marketing, and workflow automation.

MCP Codebase Context Server

A self-hosted MCP server that gives LLMs intelligent, semantic access to your codebase, enabling code search, recent changes, and function explanation.

db-mcp

An MCP server that exposes the Deutsche Bahn public transport API to any MCP-compatible client (Claude Desktop, Cursor, Cline, Continue, etc.). Five tools cover station search, departures, journey planning, trip details, and nearby stations.

MCP Image Server

A TypeScript-based MCP server for generating custom images and icons using AI (GPT Image 1), supporting .png, .svg, and .ico formats, and designed for seamless integration with Vibe Coding.

SonarCloud MCP Server

A server that enables fetching and filtering SonarCloud issues related to pull requests, making it easier to identify and fix code quality problems.

WAHA MCP Server

Enables Claude or other MCP clients to interact with WhatsApp through the WAHA HTTP API, supporting messaging, group management, and contact operations.

roistat-mcp

MCP server for the Roistat API, enabling marketing analytics, lead tracking, channel performance, cost data, and integrations.

Blender MCP (Fork)

A simplified installation fork of the Blender MCP server, enabling control of Blender through natural language via MCP. Provides an automated setup script and easy add-on configuration.

EdgeFinder

CLI and MCP server for EdgeFinder sports analysis. Get AI-powered NFL, NBA, and MLB betting recommendations, player stats, odds, schedules, and Polymarket portfolio tracking from your terminal or AI agent.

business-central-mcp

MCP server that provides AI assistants direct access to Microsoft Dynamics 365 Business Central using its native WebSocket protocol, enabling page navigation, data operations, actions, and report execution without OData or browser automation.

Date Operations MCP

Enables date and time operations including formatting, arithmetic, comparisons, and duration calculations using date-fns library. Provides tools for getting current time, adding/subtracting durations, finding differences between dates, and comparing dates.

mcp-giga-checker

Checks text for AI generation using GigaChat API, enabling integration into AI assistants.

decomp-me-mcp

This MCP server enables AI assistants to interact with decomp.me for video game decompilation projects, providing tools to fetch scratches, compile code, analyze diffs, search contexts, and iterate on improvements.

Python Executor MCP Server

Executes Python code snippets safely without shell interpretation, supports parallel batch execution and helper utilities for task decomposition.

SEO AI Assistant

Google Ads API 통합을 통해 키워드 조사, SERP 분석, 경쟁사 분석 등 SEO 자동화 작업을 수행할 수 있도록 지원하는 AI 어시스턴트용 MCP 서버

Excel to PDF Converter

Excel 및 Apple Numbers 파일을 PDF 형식으로 변환하여 Claude와 같은 AI 어시스턴트가 대화를 통해 직접 파일 변환을 수행할 수 있도록 하는 MCP 서버.

odoo-model-mcp

Enables querying Odoo's model registry (fields, inheritance, methods) without a database connection by loading the registry in-memory.

MCP Web Fetch Server

Enables fetching content from any URL with support for different HTTP methods, custom headers, and request bodies. Designed to work with ChatGPT and other AI assistants for web scraping and API interactions.

Frontend-Agnostic MCP Server

MCP 서버 테스트 저장소