Discover Awesome MCP Servers

clio-mcp

An MCP server for Clio Manage legal practice management software that enables Claude and other MCP clients to read and write Clio data including contacts, matters, and activities directly from chat.

mcp-enterprise-agent

An enterprise-grade MCP server that enables LLM agents to securely interact with PostgreSQL databases and the local file system under absolute sandbox boundaries.

KnowAir Weather MCP Server

Provides real-time weather, air quality, forecasts, and astronomical information via Caiyun Weather API.

Homra Heartbeat 2.0

A Python-based MCP server and React dashboard designed for system monitoring and automated notifications via PushPlus and Notion. It enables users to deploy a secure heartbeat tracking system with real-time updates through SSE.

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.

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.

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

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.

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.

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.

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.

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.

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.

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⚡

The most accurate and natural-sounding translation of "个人学习MCP" depends on the context. Here are a few options, with explanations: * **Estudio individual para la certificación MCP:** This is a very literal translation and is generally a good option. It emphasizes the individual nature of the study and the goal of achieving MCP certification. * **Autoestudio para la certificación MCP:** "Autoestudio" is a more concise and common way to say "self-study" in Spanish. * **Preparación individual para el MCP:** This focuses on the preparation aspect, implying the person is getting ready for the MCP exam. * **Estudio por mi cuenta para el MCP:** This emphasizes that the person is studying independently, "on their own." **Recommendation:** I would recommend **Autoestudio para la certificación MCP** or **Estudio individual para la certificación MCP** as the most common and clear translations. Therefore, the best translation is: **Autoestudio para la certificación 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.

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.

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.