发现优秀的 MCP 服务器

Standard Metrics MCP Server

Connects AI clients to the Standard Metrics API for automated analysis of venture capital portfolio data. It enables users to query financial metrics, track company performance, and generate comprehensive reports using natural language.

Market.dev MCP Server

Integrates with the Market.dev API to search for open source experts and projects. It enables users to find contributors and developers based on skills, location, or specific library and framework involvement.

DuploCloud Docker MCP Server

Enables comprehensive management of DuploCloud infrastructure, including tenants, services, hosts, databases, and storage. It provides tools for lifecycle operations on cloud resources like ECS tasks and S3 buckets through the Model Context Protocol.

Image Gen MCP Server

A multi-provider MCP server that enables AI agents to generate and edit images across OpenAI, Google Gemini, Azure, Vertex, and OpenRouter with a unified API.

bet-mcp

Football bets mcp

falltax-mcp

A sovereign, MIT-licensed MCP server wrapping the falltax SDK for tax-related workflows, enabling offline-capable, signed, and discoverable operations.

chrome-devtools-mcp-lite

A lightweight MCP server that enables AI assistants to control Chrome DevTools via CDP for debugging tasks like navigation, screenshots, and JavaScript execution.

mcp-server-adb

用于 Android 调试桥 (ADB) 控制的模型上下文协议服务器

baselayer

Serves portable behavioral identity models via MCP. Extracts how a person thinks, communicates, and makes decisions from text, then provides always-on identity context, semantic fact retrieval, keyword search, and provenance tracing through 4 tools and 1 resource.

Akave MCP Server

Enables AI models to interact with Akave's S3-compatible storage by providing tools for managing storage buckets and objects through standardized Model Context Protocol (MCP).

rails-lens

An MCP server that exposes Ruby on Rails implicit dependencies like callbacks, associations, and concerns to AI coding tools.

Databricks MCP Server

A Model Context Protocol server that lets LLM clients answer business questions in natural language over a Databricks dataset without writing SQL by hand.

Enhanced Multimedia Analysis MCP

Enables AI agents to analyze images and videos, and generate optimized prompts for AI video generation systems.

FastSpring MCP Server

Enables interaction with FastSpring e-commerce platform for managing orders, subscriptions, and accounts through natural language using the Model Context Protocol.

customclaw-mcp

Registry of 37 vetted single-file utilities for LLM and agent code (rate limiters that respect Retry-After, JSON repair, response caches, retry with backoff, token counters, PII scrubbers). 4 MCP tools: list_utilities, search_utilities, get_utility_info, install_utility.

Knowledge MCP

An MCP server that acts as a knowledge engine for software projects, delivering relevant context at the start of a task and accumulating knowledge at its end through tools like start_task, context, finish_task, remember, and search, with a file-based source of truth and optional semantic retrieval via Graphiti/Neo4j.

imejis-mcp

Hosted MCP server for Imejis. Your AI agent designs a template once, then renders on-brand images in bulk with the same layout every time, only the data changing.

Observability Agent MCP

A portable, read-only Model Context Protocol server for turning observability data into bounded evidence that AI agents can inspect safely.

Product Researcher MCP Server

Enables product research and web search directly from the terminal, with tools for product briefs, comparisons, pricing lookups, alternative discovery, and general web search.

scicalc-mcp

A Model Context Protocol server providing mathematical and scientific computing capabilities via NumPy, pandas, SciPy, and Matplotlib, with 19 tools for linear algebra, statistics, numerical methods, data processing, and plotting.

openground

On-device documentation search for agents

Tripadvisor MCP

一个 MCP 服务器，使大型语言模型 (LLM) 能够通过标准化的 MCP 接口与 Tripadvisor API 交互，支持位置数据、评论和照片。 Or, a slightly more literal translation: 一个 MCP 服务器，它使 LLM 能够与 Tripadvisor API 交互，通过标准化的 MCP 接口支持位置数据、评论和照片。

Agent Room

A multi-agent collaboration layer for AI coding agents enabling real-time communication, code review, and task handoff across distributed development sessions.

sherlock-mcp MCP server

用于购买和管理域名的 Sherlock Domains MCP 服务器

Stepstone Job Search MCP Server

Enables searching for job listings on the German job portal Stepstone.de with multi-term queries, location targeting by postal code and radius, and detailed job information retrieval through session-aware follow-ups.

FacturaHub MCP Server

Enables AI assistants to manage business operations including invoicing, WooCommerce syncing, expense tracking, POS, inventory, and team management through natural language.

k8s-aiops

Governed Kubernetes operations for AI agents with 15 MCP tools, audit logging, policy engine, and safety features.

ZS (Zobr Script)

A cognitive scripting language for structured reasoning with LLMs. 12 built-in operations (survey, ground, assert, doubt, contrast, synthesize, etc.) for guiding AI through dialectical analysis, impact assessment, and other thinking patterns.

Code-Oracle

MCP server for automated architectural mapping, security vulnerability detection, ML asset tracking, and code metrics in local repositories.

fb-organic-mcp

MCP server for managing organic Facebook Page content: create and schedule posts, read posts and comments, view page insights, and delete posts.