Discover Awesome MCP Servers

MCP Servers for QA and Release Coordination

A collection of MCP servers for Slack, Jira, Confluence, and release coordination to automate QA workflows and daily release status reporting.

@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.

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.

Bibliography Search MCP

A multi-source academic bibliography search server that retrieves papers from 7 databases with automatic language detection, LLM-powered query planning, and relevance scoring.

@diecoscai/hevy-mcp

An MCP server that exposes the Hevy fitness API as 22 tools, enabling AI agents to manage workouts, routines, exercise templates, and body measurements through natural language.

stockup-mcp

Connects AI agents to StockUp Quan's financial reasoning models with real-time stock data from Yahoo Finance, enabling grounded financial analysis and queries.

next2d-development-mcp

MCP server for Next2D application development that generates code following MVVM + Clean Architecture + Atomic Design patterns, validates architecture, and provides API references.

tron-event-mcp

Enables natural-language-driven on-chain data analysis for TRON blockchain events via MongoDB, allowing AI assistants to query blocks, transactions, contract events, and perform analytics like aggregations, histograms, and address profiling.

Interpol

Verifica se um nome consta nas notificações da Interpol usando nome, sobrenome e data de nascimento, para diligência de compliance e AML.

SSH MCP Server

Enables SSH connectivity and remote command execution on servers, allowing users to test connections and run commands remotely with support for both local networks and public servers.

organon-create-image

MCP server for generating images using Gemini, supporting multiple aspect ratios and both AI Studio and Vertex AI backends.

AskDocs MCP Server

Enables semantic search and retrieval of information from technical documentation PDFs using RAG-powered natural language queries with Ollama embeddings and LLMs.

MCP Store

A comprehensive MCP server for IT, DBA, and developer tasks, enabling error resolution, task automation, performance monitoring, automated documentation, and configuration management.

blog-mcp

자동으로 네이버 블로그 글을 생성하고 발행하는 MCP 서버로, 사진과 간단한 정보를 입력하면 SEO 최적화된 초안을 작성하고 스타일 학습을 통해 개인화된 글을 쓸 수 있습니다.

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.

intervals-icu-mcp

Read/write MCP server for Intervals.icu — 51 tools spanning activities, streams, wellness, calendar, gear, and sport zones, plus structured workout generation with a built-in syntax reference for cycling, running, and swimming.

aosp-mcp

Enables searching and reading Android Open Source Project (AOSP) source code via cs.android.com, with support for regex search, file content retrieval, and symbol suggestions.

motherduck-mcp

MCP server for SQL analytics on DuckDB and MotherDuck databases, enabling AI assistants and IDEs to query data via natural language.

DarcyAIMCPServer

A Python-based MCP server that predicts tomorrow's weather. It can be used remotely via uvx or locally with uv.

cn-food-mcp

Provides comprehensive Chinese food nutrition data with tools to search, compare, and filter foods by nutrient values.

mcp-wikiquote

Enables searching and retrieving sourced quotations from Wikiquote, including page summaries, extracts, and daily featured quotes.

mcp-eveng

MCP server for controlling EVE-NG network emulator instances via REST API, enabling lab/node/network management, topology editing, and device operations through natural language.

Vitest MCP Server

Enables AI assistants to run Vitest tests and analyze code coverage, supporting test-driven development workflows with tools for test execution and coverage analysis.

Weather MCP Server

Enables Claude to query weather information for a specified area using the OpenWeatherMap API.

mcp-git-historian

MCP server for git archaeology — churn hotspots, blame summaries, bus factor, commit forensics and file history over any local repository.

Local Stock Analyst MCP

Provides comprehensive stock intelligence workflows by integrating data from multiple providers for market analysis, technical indicators, and fundamental data. It enables users to perform technical, fundamental, and risk analysis alongside options and news tracking through a unified tool registry.

FreshTrack MCP Server

Enables AI assistants to answer food safety and shelf-life questions using USDA-grade data, with tools for shelf life, safety checks, storage tips, and waste cost calculations.

Countersign

Kill switch + spend guard for AI agents that spend money: one policy, one sub-second freeze, and one signed audit ledger across every wallet vendor at once (Coinbase, Turnkey, Openfort + cards). Tools include a pre-flight request_spend guard, freeze, apply_policy, ledger, and x402/AP2 payment-mandate guards — free self-serve key, no account.