Discover Awesome MCP Servers

mcp-glassbox

An MCP server that enables running tests and retrieving filtered telemetry summaries and on-demand logs to prevent LLM token overflow. It supports Docker and Playwright integration to provide detailed insights into network requests, console errors, and backend logs.

FireHydrant MCP Server

Enables interaction with FireHydrant's incident management API through the Model Context Protocol. Provides programmatic access to FireHydrant's features for managing incidents, retrospectives, and operational workflows.

renfield-mcp-tracking

Multi-carrier parcel tracking server that communicates directly with carrier APIs (DHL, UPS, FedEx, etc.) without third-party aggregators, providing normalized tracking status and events.

Apeiron

Unlimited web access MCP server for AI agents, enabling search, fetch, and learning across multiple sources while bypassing anti-bot protections.

Budget Governor

Budget Governor gives autonomous AI agents a hard spend limit. One budget_clear call before each LLM request checks the agent's envelope and deducts the estimated cost. Stops runaway billing before it starts. No self-hosting required.

qdrant-codebase-mcp

Indexes codebases into Qdrant for semantic search, enabling AI assistants to find relevant code by meaning without re-exploring the repo.

Sketch Engine MCP Server

Connects Claude to Sketch Engine for corpus linguistics and text analysis, enabling queries on collocations, concordances, word usage, and more via natural language.

bazel-mcp

A local MCP server that exposes Bazel build system capabilities to AI assistants.

swagger-doc-explorer-mcp

Enables progressive exploration of Swagger/OpenAPI API documentation. Supports loading multiple specs, browsing endpoints and schemas, and searching across documentation.

hallumark

MCP-native auditor for LLM hallucination and grounding issues in RAG systems. Provides prioritized findings in table, JSON, or SARIF format for CI gating and AI agent integration.

Iridium MCP Server

Connects AI agents to Iridium fitness data to query workout history, nutrition logs, and body measurements. It enables users to track exercise progress, training volume, and personalized trainer analysis through natural language.

Toggl MCP Server

Enables control of Toggl time tracking directly from LLMs like Claude or ChatGPT. Supports starting/stopping timers, viewing current and historical time entries, managing projects, and generating weekly summaries through natural language.

SimpleWeatherForecastServer

A Simple WeatherForecastServer: Get Weather Easily and Freely

Peach MCP Server

Enables AI assistants to interact with the Peach WhatsApp messaging platform to send messages, manage templates, and organize contacts. It provides tools for full campaign lifecycle management, including media handling and broadcast execution through natural language.

trade-mcp

An advanced MCP server for real-time worldwide stock market data, technical indicators, financials, news, and Python sandboxing with AI models, supporting US and Indian markets.

SAP MCP Command Center

Enables querying three synthetic SAP systems (ERP, S/4HANA, BW) for master data, transactions, and analytics via natural language or MCP tools, with a live dashboard.

Copilot Memory MCP

Provides persistent memory for MCP-compatible agents (like Copilot CLI) to save and recall knowledge across sessions, plus long-running monitoring tools.

Control Server

一个使用 nut.js 和模型上下文协议 (MCP) 构建的 Windows 控制服务器，提供对 Windows 系统操作的程序化控制，包括鼠标、键盘、窗口管理和屏幕截图功能。

callout-dev

AI co-founder MCP server for solo founders. Multi-perspective code review (CTO, Security, Product, DevOps, Customer), stage-aware guidance, tech decision validation, and portfolio management across projects.

sanitycheck-mcp

Enables AI agents to check the health of internet infrastructure and specific services, helping diagnose whether issues are local or external.

mcp-mybatis

A MyBatis configuration validation tool that checks for consistency between Java entity fields and database columns across XML maps, annotations, and SQL queries. It provides detailed diagnostic reports and actionable prompts to help developers identify and fix mapping errors and configuration issues.

meta-ads-mcp-server

MCP Server for the Meta Marketing API. Gives Claude Desktop direct access to your ad account data — campaign performance, creative analysis, audience breakdowns, and budget pacing.

RushDB

Zero-config graph DB for builders, AI agents, and SaaS teams who move fast

keevor-mysql-mcp-server

一个连接MySQL数据库的MCP服务器，支持列出表、描述表结构和执行SQL语句。

js-translation-helps-proxy

Enables interaction with translation helps APIs through multiple interfaces (MCP, OpenAI, stdio, etc.) for fetching scripture, translation notes, and more via natural language.

WeatherMCP

Provides weather information using Open-Meteo API without requiring an API key. Supports weather queries by city name or coordinates with customizable temperature units.

glam-mcp

Enhances AI-assisted development with intelligent context, team awareness, and automated workflow orchestration, enabling a senior developer-like pair programming experience.

棒読みちゃんMCPサーバー (Node.js版)

A Node.js server that enables AI assistants to interact with Bouyomi-chan's text-to-speech functionality through Model Context Protocol (MCP), allowing for voice reading of text with adjustable parameters.