Discover Awesome MCP Servers

Structured Workflow MCP

Enforces disciplined programming practices by requiring AI assistants to audit their work and produce verified outputs at each phase of development, following structured workflows for refactoring, feature development, and testing.

FAA Regulations MCP

Provides access to US Federal Aviation Regulations (14 CFR) via Pipeworx gateway, enabling natural language queries for FAA regulations data.

MoSPI MCP Server

Provides AI-ready access to Indian government statistics through MCP, enabling natural language queries for economic, demographic, and social indicators.

Strava Training MCP

Provides comprehensive access to Strava API for marathon training and race analysis, enabling language models to query athlete data, analyze training patterns, track performance metrics, monitor heart rate zones, and detect injury risks.

Jira MCP Server

Enables querying Jira issues using JQL and creating new issues programmatically via natural language.

mcpo_docker_use

一个用于 mcpo 的 Docker 镜像示例（预装 npm、curl、nodejs、uv；预构建 MCP：amap、baidumap、server-brave-search、tavily、fetch），mcpo 是一个将 MCP（模型上下文协议）服务器暴露为与 OpenAPI 兼容的 HTTP 端点，供 OpenWebUI 使用的工具。

brvm-mcp

MCP server providing access to BRVM (West African regional stock exchange) public data, including real-time quotes, market summaries, dividends, fundamentals, volumes, and sector indices through 18 tools.

@hasna/domains

MCP server for domain portfolio management, registrar operations, marketplace, and DNS management via CLI or AI agents.

CDS Components MCP Server

Enables AI assistants to search, understand, and generate code for design system components by syncing and indexing a component library.

mcp-google-multi

Gives MCP clients access to Google Workspace (Gmail, Drive, Calendar, Sheets, Docs, etc.) across multiple Google accounts simultaneously.

Google Docs & Gmail MCP Server

Enables appending content to Google Docs and creating email drafts in Gmail via FastAPI endpoints.

GoHighLevel MCP Server

Connects GoHighLevel sub-accounts to AI models with over 260 tools for managing contacts, messaging, sales pipelines, and marketing automation. It enables users to automate complex CRM operations and business tasks through natural language interfaces like Claude Desktop.

MADPANDA Firecrawl MCP

A security-first, bring-your-own-key MCP server for bounded Firecrawl scraping, search, site mapping, credit visibility, and queue status.

@sequesign/mcp

Enables AI agents to create cryptographically verifiable receipts of their delegated work, with capabilities for multi-party approval and offline verification.

lead-enrichment-mcp

Enriches B2B company profiles with structured data including firmographic, technographic, and intent signals.

docs-mcp-server MCP Server

Mirror of

Unstructured API MCP Server for Research Paper Data Processing

非结构化数据 MCP 黑客松的 GitHub 仓库。

lol-mcp

A FastMCP server that exposes REST API endpoints as Model Context Protocol tools for AI agents. It provides a template for wrapping upstream APIs and includes deployment support for Docker and OpenShift.

facebook-page-mcp

Enables publishing Facebook Page posts (text and photo) and retrieving page info via the Meta Graph API, with dry-run safety defaults and remote MCP transport.

Scrapy MCP

A general-purpose MCP server for crawling and extracting structured data from any website. Supports tools for crawling, single-page extraction, search-and-crawl, and schema extraction.

Hats Protocol MCP Server

Enables management of decentralized organizational roles and permissions through Hats Protocol across multiple blockchain networks. Supports creating hierarchical role structures, checking permissions, minting/transferring roles, and analyzing organizational structures through natural language.

mcp-lab-jma

MCP server providing weather forecast, warnings, AMeDAS observations, and area search from Japan Meteorological Agency JSON APIs. It normalizes responses and supports Japanese place names.

Fitness MCP Server

An MCP server that provides an interface to Google's Fitness API, enabling interaction with fitness data through natural language using the Multi-Agent Conversation Protocol.

tweetkit-x

MCP server that allows posting, deleting, and reading X (Twitter) tweets using your own browser session cookie, bypassing the official paid API. Includes tools for auth setup, tweet creation, deletion, timeline reading, and regex search.

tw-almanac

Provides daily Taiwanese almanac (黃曆) information including auspicious/inauspicious activities, solar terms, zodiac clashes, and searches for auspicious dates for events like weddings.

PDF Inspector MCP Server

Inspects local PDF files, extracting text, counting pages, and performing OCR on scanned PDFs using standard libraries.

onenote-mcp

An MCP server that lets you talk to your OneNote notebooks, enabling search, reading, creating, and managing pages, sections, and notebooks via natural language. It connects directly to Microsoft Graph from your own computer, so your notes and credentials never leave your machine.

KQL MCP Server

Enables AI assistants to query and analyze data in Azure Data Explorer, Log Analytics, and Microsoft Sentinel using Kusto Query Language (KQL) through tools, resources, and prompts.

Prefeitura SP São Paulo: Multas

Enables querying traffic fines from São Paulo city hall, providing read-only access via natural language.