Discover Awesome MCP Servers

Aviation MCP Server

MCP server giving AI agents access to real-time aviation data — live flight tracking, airport weather, airline and airport information.

mcp-graph-loop

Enables AI agents to orchestrate tasks as a DAG with automated validation loops, executing validation commands, tracking statuses, and allowing iterative code fixes until tasks pass.

discord-mcp

A local MCP server for Discord that enables reading and sending messages through a bot account, with tools for server/channel listing, messaging, reactions, and member search.

Iconify MCP Server

Provides access to Iconify's 200,000+ open source vector icons from 200+ icon sets, enabling search, browsing, and retrieval of icon data with framework usage examples.

Mi Fitness Data Bridge

Provides local MCP tools to query your own Xiaomi Mi Fitness health data (sleep, workouts, heart rate, etc.) stored in a local SQLite database, enabling AI assistants to access personal health records without exposing credentials.

dcc-mcp-blender

Enables AI clients to control Blender's 3D workflow via an embedded MCP server.

BugForge

AI-powered QA defect reporting MCP server that generates Jira-ready defect reports with business context, reproduction steps, and priority from test scenarios and error details.

foodnear-me

MCP server for AI-native restaurant discovery with three-tier search (verified, menu_indexed, discovered), Menu Protocol menus, and structured menu validation.

FM8 MCP Server

Enables AI assistants to control Native Instruments FM8 synthesizer parameters through MIDI CC messages, allowing natural language programming of FM synthesis sounds including operator routing, frequency ratios, and modulation matrix settings.

Flutter Analysis Engine (MCP)

Local-first MCP server providing deterministic Flutter/Dart static analysis, knowledge search, and project review with structured insights and confidence-based findings over an indexed SQLite store of official repositories.

MCP 学习项目⚡

Aprendizagem individual de MCP

Commerce MCP Server

Enables AI agents to browse product catalogs, search products with filters, and initiate checkouts, generating order summaries and checkout URLs.

soc-siem-mcp

Unified SIEM MCP gateway for AI-driven SOC operations and threat hunting across Azure Sentinel, Splunk, Wazuh, IBM QRadar, and Securonix.

borsdata-mcp-server

MCP server that exposes the Borsdata financial data API as tools and resources for Claude, covering Nordic and Global stocks, financial reports, KPIs, stock prices, holdings, and calendars.

pulse-mcp

Enforces build discipline for coding agents via a phase state machine, contract validation, and deterministic gate checks through MCP tools like pulse_next, pulse_submit, pulse_gate, and pulse_verify.

Security Infrastructure MCP Server

A comprehensive implementation of Model Context Protocol servers enabling natural language interactions with security platforms including Splunk SIEM, CrowdStrike EDR, and Microsoft MISP for threat intelligence querying and analysis.

openalex-mcp

MCP server for the OpenAlex scholarly graph API, enabling searches for authors, works, institutions, sources, and citation data. Supports optional query logging with hash-chained receipts.

miot-mcp

A productized MCP server for Xiaomi Mi Home (米家) that provides natural-language-oriented device discovery and control across homes, rooms, devices, and scenes, while hiding low-level protocol details like did/siid/piid. It supports QR login, structured tooling for status, brightness, temperature, scenes, and speaker announcements, plus standard MCP resources.

mcp-md-pdf

Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templates for branded styling and batch conversion.

Tencent Cloud COS MCP Server

A server based on MCP protocol that allows large language models to directly access Tencent Cloud Object Storage (COS) and Cloud Infinite (CI) services without coding, enabling file storage, retrieval, and processing operations.

ashare-mcp

Production-grade MCP server for Chinese A-share market data, offering 30 tools including real-time quotes, K-lines, fund flows, and financial reports, with stdio and HTTP transport support.

Légifrance MCP Server

Enables querying French legal codes (e.g., Code civil) to retrieve specific articles via the Légifrance API.

Scanpy MCP server

Servidor MCP para Scanpy

mekka

A compact backend platform exposing a scoped MCP server for agents, with SQLite data plane, embedded Studio, auth, storage, and realtime. Default read-only agent access with opt-in read-write mutations via isolated preview branches and exact-SQL approval before production promotion.

Roblox-MCP-proxy

Enables cloud agents like Notion AI to connect to a local Roblox Studio MCP server via a persistent SSE bridge with authentication.

MCP Excel Workbook Processor

An MCP server for GitHub Copilot that enables reading and processing Excel workbooks (.xlsx) via Docker Compose. Users can extract data from entire workbooks or specific sheets by name or index, returning the information in JSON format.

mcp-apple-notes

MCP server for Apple Notes with semantic search (on-device embeddings via all-MiniLM-L6-v2), full-text search, complete CRUD operations, folder management, and fuzzy title matching. 10 tools. Runs fully locally on macOS — no API keys required.

Documentation Generator MCP Server

Enables AI assistants to generate professional documentation using structured templates based on the POWER framework. Provides access to standardized templates for README, architecture, API, components, and schema documentation.

powerbi-mcpb

MCP Bundle for local Power BI report files, enabling scanning, reading, and extracting model tables from .pbix, .pbip, and .pbit files without any cloud API or authentication.

modelroute

Enables AI agents to scan code for TODO, FIXME, XXX issues via MCP, providing prioritized findings in table, JSON, or SARIF format.