Discover Awesome MCP Servers

mcp-airflow

MCP server exposing Apache Airflow REST API operations as tools — list DAGs, inspect runs and task instances, trigger DAG runs, and check failed DAGs and scheduler health

Page Design Guide MCP

Provides comprehensive design principles and best practices to help LLMs generate modern, accessible web pages through guidance on layouts, colors, and typography. It enables users to review design approaches and access expert recommendations for responsive design, component structure, and current industry trends.

Natural Language MySQL Query System

A Model Context Protocol (MCP) server that converts natural language queries into SQL statements, allowing users to query MySQL databases using conversational language instead of writing SQL code.

Agentic CI/CD MCP Orchestrator

An MCP server that diagnoses GitHub Actions workflow failures and automatically creates repair pull requests using LLM-generated unified diffs. It includes a governance layer to orchestrate autonomous fixes or human-reviewed repairs based on risk assessment thresholds.

Redmine MCP Server

A Model Context Protocol server that enables Claude Code to directly interact with Redmine project management systems, supporting issue management, project operations, and search features.

@inscada/mcp-server

Enables AI assistants to interact with inSCADA systems via the Model Context Protocol, providing 39 tools for live data, alarms, scripts, historical analysis, charts, and more.

Wiki MCP Server

An MCP Server implementation that enables managing Confluence wiki pages through natural language queries, supporting operations like creating, updating, deleting, and searching pages across different knowledge bases.

Rivian MCP

Enables read-only access to vehicle data via the unofficial Rivian GraphQL API, allowing users to monitor battery levels, OTA updates, and charging status. It provides tools to check vehicle state and user account information directly through Claude.

LegiScan MCP Server

Provides access to legislative data from all 50 US states through the LegiScan API, enabling comprehensive search and retrieval of bills, votes, legislators, and legislative session information.

RT MCP Server

Read-only MCP server for Request Tracker (RT) via REST2 API, enabling ticket search, retrieval, correspondence viewing, attachment download, and hierarchy exploration.

memo-mcp

This is an MCP server that enables agents to record, search, and retrieve memos using LowDB as a lightweight local database.

Aprimo DAM API MCP Server

Enables reading of Aprimo DAM asset metadata, fields, and files through the Aprimo REST API. Designed for deployment on Azure via Docker.

Verilator MCP Server

Enables RTL simulation and hardware verification with Verilator through automatic testbench generation, natural language queries about simulations, waveform analysis, and protocol-aware testing for Verilog/SystemVerilog designs.

SAP Business One MCP Server

Enables interaction with SAP Business One via Service Layer REST API to retrieve and create business data such as partners, orders, invoices, items, and stock levels through natural language.

Context Engineering MCP Server

Automates Cole Medin's context engineering methodology to generate high-quality Product Requirements Prompts (PRPs) by analyzing existing codebases, asking contextual questions, and synthesizing insights.

GitPilot MCP

An autonomous agent that automates GitHub contributions end-to-end, from issue analysis and code changes to pull requests, conflict resolution, and review updates.

BelugaMCP

Unified SAP MCP server combining SAP documentation search, ABAP linting, and BTP service exploration into a single extensible ecosystem for AI assistants.

trip2g

Self-hosted knowledge mesh with built-in MCP server enabling AI agents to search and retrieve notes across federated hubs.

Insurance Premium Calculator

This MCP server provides tools to calculate and compare insurance premiums across term, health, and vehicle policies based on age and coverage. It allows users to refine health insurance estimates by factoring in smoking status and pre-existing conditions.

FastMCP Style Enforcer

A server that automatically reviews code style and suggests improvements, with special focus on Flutter/Dart projects and general programming styles.

n8n-workflow-tester-safe

Safe MCP server and CLI tool for testing, scoring, and inspecting n8n workflows. Features 19 tools for workflow testing, execution traces, tiered scoring, and a built-in node catalog with 800+ node types. Designed with safety-first approach: no credential management, no secrets lifecycle, no auto-fix loops.

Gemini CLI Orchestrator MCP

A lightweight MCP server that enables AI agents to perform deep codebase analysis by leveraging Gemini's massive context window for cross-file analysis and intelligent file selection.

Sellfox MCP

Enables AI assistants to query and analyze Amazon seller data from Sellfox, including sales, advertising, profits, inventory, and reviews, through natural language.

Nuclear

Free music streaming player with built-in MCP server for controlling everything the player can do. Playback control, queue management, search, playlists, and more.

spacetrack-mcp

MCP server that wraps the NASA Space-Track API to provide tools for TLE lookup, conjunction query, and satellite catalog search.

Spoken

Fetch podcast transcripts as clean Markdown with real speaker names via the Spoken API. Tools: search_podcasts, get_transcript, get_balance.

microbeFunction_mcp

Supports querying and downloading MGnify genome data and performing KEGG functional annotation and module completeness analysis for microbial genomes.

Open Crawler MCP Server

Enables web crawling and content extraction from web pages, supporting multiple output formats like text, markdown, XML, and JSON, with robots.txt compliance and rate limiting.

Bitget Wallet MCP Server

Exposes Bitget Wallet's ToB API to AI agents for querying multi-chain token data, security audits, and market statistics. It allows users to retrieve real-time prices, liquidity pool information, and generate unsigned swap transaction data across various blockchains.

Open Ai21 MCP Server

Provides access to Open Ai21 API services including chatbots (GPT-3.5, Claude 3, Llama 3), text-to-image generation, image background removal, text-to-speech, question answering, and text summarization capabilities.