发现优秀的 MCP 服务器

Investment Memorandum Processor MCP Server

An MCP server that automates extraction of structured financial data from investment memorandums and generates standardized PowerPoint presentations through a RESTful API.

Agency Opportunity Radar

Enables users to research public websites, identify SEO problems, match them to agency services, and score opportunities with evidence.

mcp-datos-cl

Enables querying and exploring public data from Chile's datos.gob.cl CKAN portal, including full-text search, faceted search, and listing organizations and tags.

ifs-mcp-server-local

Connect Claude to your IFS Cloud instance and interact with your ERP through natural conversation.

Bayesian MCP

A Model Calling Protocol server that enables LLMs to perform rigorous Bayesian analysis and probabilistic reasoning, including inference, model comparison, and predictive modeling with uncertainty quantification.

AI-Agentic-MCP

An MCP server exposing employee info retrieval and web search tools, designed to be consumed by a LangChain agent for decoupled tool execution.

Docker MCP Server

Enables natural language interaction with Docker commands and operations. Supports container management, image operations, system information, and Docker Compose through conversational requests.

kanka-mcp

Enables AI assistants to manage Kanka worldbuilding campaigns, characters, locations, posts, notes, and journals through the Kanka API.

Advanced Hasura GraphQL MCP Server

Enables AI agents to interact with Hasura GraphQL endpoints to discover schema structures and execute queries or mutations. It provides specialized tools for table introspection, data previewing, and performing data aggregations through natural language.

z_ai_image_gen_mcp

MCP server for generating images and videos using Z.AI models (GLM-Image, CogView-4, CogVideoX-3, Vidu Q1, etc.) with support for synchronous and asynchronous generation, downloads, and multiple input modes.

grok-mcp

Exposes local Grok Build bridge as MCP stdio server, enabling code agents like Claude Code to run Grok models, check status, and manage runs.

bft-progress-council-mcp

5-voter Byzantine council halts agentic loops when no real progress is happening, preventing token waste on infinite spins.

dsh-vision

Provides image understanding capabilities via local OCR and cloud VLM, enabling text extraction and visual description through MCP.

Time MCP Server

Provides the current time in ISO format with day of week for any IANA timezone, defaulting to Asia/Tokyo.

Atlas Scout

Atlas Scout is a local, read-only MCP server for structural code navigation. It builds a disposable SQLite index inside each workspace and provides definitions, source ranges, references, call relationships, architecture summaries, and edit-impact evidence to coding agents.

Morphik MCP

Enables interaction with the Morphik multi-modal database system for document ingestion, retrieval, querying, and management. Supports text and file ingestion, semantic search with LLM-powered completions, and file system navigation with security controls.

Curio MCP

Enables AI agents to search, browse, and apply hundreds of tokenized design styles from Curio's library to slides, websites, and products.

MCP Tool AI

A configurable MCP gateway that runs multiple Streamable HTTP MCP servers and exposes all their tools through a single endpoint, enabling tool aggregation and routing for MCP clients.

ActionsMCP

A Model Context Protocol server that exposes project-specific development tools (tests, linters, typecheckers) to coding assistants through a simple YAML configuration, eliminating the need for manual command approval.

tlc-portal-mcp

Enables Claude Code and Codex to manage TwolineCloud internal portal vacation functions through a local stdio-based MCP server. Supports browser-based authentication, leave balance queries, vacation request submissions, and cancellations with locally stored JWT tokens.

mcp-delegate

Enables delegating tasks to a separate, full agentic loop running on a different model, with its own tool access, returning only the final result.

mcp-gmail

Enables interaction with Gmail through the Gmail API to read unread messages, retrieve email threads, and create draft replies programmatically. Supports OAuth authentication and automated email processing through natural language.

dart-query

An MCP server for Dart AI task management that enables bulk operations using DartQL selectors to minimize token usage and context rot. It provides tools for batch updates, task and document CRUD, and safe CSV imports with integrated dry-run capabilities.

Testing Agent MCP Server

Provides self-healing UI/API test automation via Plan-Generate-Run-Heal cycle, exposing MCP tools for test platforms to trigger batches and retrieve reports.

habitca-mcp

Exposes the Habitica v3 API as MCP tools, allowing AI assistants to read and manage tasks, habits, dailies, rewards, pets, inventory, and notifications.

agora

Espacio compartido y persistente por repositorio para sesiones de Claude Code: cada sesión registra su actividad vía hooks, ves qué hicieron/hacen las demás, te avisa si vas a pisar trabajo ajeno, y podés dejar notas. Sin daemon.

Weather MCP Server

Provides real-time weather information for major Chinese cities and global locations using the wttr.in API. Supports weather queries, listing supported cities, and server info via MCP tools.

turath-mcp

MCP server that gives AI clients fast, accurate access to turath.io's books and resources, with tools for author biographies, book metadata, full texts, parsed pages, and catalog search over stdio or HTTP.

transcode-mcp

A media transcoding proxy with an MCP control surface for generating optimized media URLs, primarily for offline delivery in Bible translation projects.