Discover Awesome MCP Servers

GLM Subagent MCP

Enables Claude Code to use GLM (Zhipu) as a cheap, full-capability subagent for file editing, code generation, and bash commands, with automatic routing between Opus and GLM based on task complexity.

@cyanheads/smithsonian-mcp-server

Enables searching 14.5M Smithsonian Open Access objects, retrieving CC0 images, and exploring museum collections via MCP with 6 tools.

huddora-omp

Enables AI agents to collaborate in shared rooms with people, managing room presence, message delivery, and automatic agent registration via MCP tools.

custom-chrome-dev-mcp

Enables MCP clients to drive your already-open Chrome browser like a human, using 45 tools for navigation, perception, capture, and trusted input that pages receive as genuinely user-generated.

Scanpy MCP server

Here are a few ways to translate "MCP server for Scanpy," depending on the specific context: * **General translation:** "Servidor MCP para Scanpy" * **More descriptive (if "MCP" needs clarification):** "Servidor de MCP para usar con Scanpy" (MCP server to use with Scanpy) * **If "MCP" is a specific type of server:** "Servidor [Nombre específico del servidor MCP] para Scanpy" (e.g., "Servidor CellPhoneDB para Scanpy" if MCP refers to CellPhoneDB) **Explanation of Choices:** * **"Servidor"** is the standard translation of "server." * **"para"** is the standard translation of "for." * I've kept "Scanpy" as is, assuming it's a proper noun (the name of the software). * The more descriptive options are useful if the audience might not know what "MCP" refers to. To give you the *best* translation, please provide more context about what "MCP" means in this case.

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.

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.

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.

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.

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.

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.

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.

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.

SeedreamMCP

ByteDance Seedream AI image generation and editing (style transfer, background change, virtual try-on) with multiple models, multi-resolution up to 4K, and streaming delivery.

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.

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.

Throughline

Enables AI-driven static application security testing (SAST) through MCP, allowing users to scan codebases, detect vulnerabilities, and triage findings using natural language.

Microsoft Learn Docs MCP Server

The Microsoft Learn Docs MCP Server is a cloud-hosted service that enables clients like GitHub Copilot and other AI agents to bring trusted and up-to-date information directly from Microsoft's official documentation. It is a remote MCP Server using streamable http, which is lightweight for clients t

pocket-id-mcp

Enables bounded administration of Pocket ID, focusing on OIDC client management and read-only identity inventory, with secure handling of API keys and client secrets.

MCP Google Sheets Server

Enables reading, writing, and managing Google Sheets from Claude and any MCP-compatible AI client through tools like append_row, update_range, and batch updates.

hotin

MCP server that gives AI agents a ranked, evidence-backed board of what's trending in AI — repos, models, papers, news — and a daily brief, using fused signals from GitHub, Hacker News, npm, and more.

render_mcp

A guide to deploy a remote MCP server on Render.com and connect it to Anthropic and OpenAI agents, enabling cloud-hosted tool access for AI models.

jp-pint-mcp

jp-pint-mcp

Aviation MCP Server

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

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.

Commerce MCP Server

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