发现优秀的 MCP 服务器

gitpulse-mcp

Exposes GitHub engineering-analytics tools to LLM clients, enabling queries about code review bottlenecks, stale PRs, and commit hygiene.

mcp-apple

Provides tools to search for apps and music via the iTunes Search API and monitor the operational status of various Apple system services.

kmux

A terminal emulator MCP server specifically engineered for LLMs with block-oriented design that organizes command input/output into recognizable blocks and semantic session management. Enables AI to efficiently use terminals for writing code, installing software, and executing commands without context overflow.

SpotiPy MCP

Enables searching Spotify and managing playlists from any MCP client using natural language.

Semantic Code MCP Server

Bridges MCP and LSP to enable semantic code analysis, including go-to-definition, find references, hover info, and function call relationship checks.

mintpdf

MCP server that converts HTML or Markdown to PDF and can generate PDFs from URLs, with tools generate_pdf and pdf_from_url.

puppeteer

MCP server for headless browser automation using Puppeteer, enabling AI to navigate, click, fill forms, take screenshots, and execute JavaScript on web pages.

MCP_Server

用于LLM集成的MCP服务器 (Yòng yú LLM jíchéng de MCP fúwùqì) Alternatively, depending on the context, you might also say: 用于LLM集成的MCP服务器流程 (Yòng yú LLM jíchéng de MCP fúwùqì liúchéng) - MCP Server for LLM Integration Process (Workflow) Here's a breakdown: * **用于 (Yòng yú):** For / Used for * **LLM 集成 (LLM jíchéng):** LLM Integration * **的 (de):** Possessive particle (of) * **MCP 服务器 (MCP fúwùqì):** MCP Server * **流程 (liúchéng):** Process (Workflow) - optional, depending on if you want to emphasize the process aspect.

SMB Sales Intelligence MCP

Domain-expert SMB sales playbooks for AI agents. Discovery questions, objection handlers, cold email + LinkedIn DM templates, BANT/MEDDIC frameworks, closing tactics. Built by an ex-Criteo (268% quota) / ex-Deel ($12B) / ex-HBO / ex-Bloomberg enterprise AE. Use when your AI SDR needs real human-tested sales artifacts.

Mavae Image Toolbox

MAVAE IMAGE TOOLBOX 是一个模型上下文协议 (MCP) 服务器，用于与图像媒体工具进行交互。🚀 图像生成 | 🚀 图像编辑 | 🚀 收藏管理 | 🚀 模型和 Lora 管理

ecommerce-prompts

Provides AI assistants with access to a library of 924 free ecommerce marketing prompts across 43 categories, enabling tools to list collections, search prompts, and retrieve full templates with variables and recommended AI models.

zyta-sign-mcp

Enables AI agents to manage Zyta Sign documents, signatures, and studies with secure authentication and permission-respecting operations.

sokrates-mcp

An MCP server for prompt refinement, task breakdown, code reviews, and idea generation using the sokrates Python library and multiple AI providers.

🚀 MCP Server with Docker, Redis, and TimescaleDB

使用 Docker 部署 MCP 服务器，包含 Redis 和 TimescaleDB

Jina AI Remote MCP Server

Provides access to Jina AI's Reader, Embeddings, and Reranker APIs with tools for web scraping, web/image/academic search, content extraction, screenshot capture, document reranking, and semantic deduplication.

Sales Tools MCP Server

Provides a suite of business tools for interacting with a SQLite sales database, including SQL query execution, KPI calculations, and report generation. It enables AI agents to analyze sales data across customers, products, and orders using the Model Context Protocol.

ado-mcp

Enables AI assistants to interact with Azure DevOps, providing tools for managing work items, repositories, pipelines, and more through the Model Context Protocol.

Email Social Media Checker

Enables checking email addresses through the Email Social Media Checker API to verify and validate email information.

mcp-secure-remote

A stdio-to-remote MCP bridge with mTLS client certificate authentication for secure remote MCP server access.

pentest-mcp-server

Wraps common web penetration testing tools in a Docker container and exposes them as Claude tools for educational use in controlled lab environments.

patentorney-mcp

Manages patent application drafts via structured YAML and LaTeX sections, with tools for claims, figures, numerals, prior art, glossary, and export.

essetech-ai-readiness-mcp

Enables AI assistants to assess a small business's AI readiness (0–100 score), suggest tailored AI use cases, describe Essetech's services, and book a free consultation.

docuprox-mcp

Enables AI clients like Claude to process documents (invoices, passports, etc.) via the DocuProx API, with tools for submitting jobs, checking status, and retrieving results.

paper-fx-mcp

Integrates OANDA FX trading with technical analysis, economic news, stock/indices quotes, corporate financials, EDINET disclosures, and composite scoring into a unified MCP server.

LeanRigor MCP Server

A local-first MCP gateway that reduces context overhead in coding-agent sessions by exposing only relevant tools and enforcing task-appropriate engineering gates, with privacy-first defaults and no network calls until explicitly enabled.

opencode-vision-mcp

Enables text-only models to understand images by intercepting pasted images, saving them locally, and using a vision MCP server to analyze them with multimodal backends like Qwen-VL, Doubao, or GLM-4V.

Apartment Hunter MCP Server

An MCP server for rental apartment aggregation, enabling geographic polygon search, semantic vector search, and LLM-powered analysis. Integrates with AI agents like Claude Desktop to manage apartment hunting workflows.

git-daily-review

Enables AI agents to run automated daily code reviews, retrieve Markdown reports, and curate a project knowledge base across any Git repository.

Training Condition Check MCP

Provides personalized recommendations for optimal outdoor exercise times by integrating weather data, Garmin Connect training schedules, and user performance metrics.

Bitrefill MCP Server

Enables AI assistants to search for and purchase gift cards, mobile topups, and digital products via Bitrefill, with tools for managing invoices, orders, and account balance.