发现优秀的 MCP 服务器

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.

Vehicle Database MCP Server

Enables access to comprehensive vehicle information including VIN decoding, license plate OCR, vehicle history checks (theft, title, salvage records), market valuations, specifications, and warranty data for vehicles across North America and Europe.

Agency Opportunity Radar

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

sessionmem

Local-first MCP server that watches your coding sessions and injects a compact summary at the start of each new session. 85.6% token reduction, SQLite storage, no cloud. Works with Claude Code, Cursor, Cline, and Windsurf.

bmobot-mcp

MCP server providing 37 developer tools for hashing, encoding, regex, JSON, SQL, cron, QR codes, UUID, JWT, and more, all powered by bmobot.ai APIs.

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.

shelter-mcp

Enables MCP-compatible agents to access read-only financial context from a Shelter account, including forecasts, runway, alerts, opportunities, and affordability guidance.

KPC Component Library MCP Server

AI code generation service for KPC component library that solves hallucination problems by providing accurate component APIs, validation rules, and usage examples.

dsh-vision

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

kanka-mcp

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

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.

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.

bft-progress-council-mcp

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

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.

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.

Unit Expert MCP

Converts common units for length, weight, temperature, area, and volume.

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.

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.

Curio MCP

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

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.

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.

transcode-mcp

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

ifs-mcp-server-local

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

openmessage

MCP server for a local-first messaging workspace that integrates Google Messages, WhatsApp, and Signal. It enables reading, sending, searching messages, and managing conversations through MCP tools.