发现优秀的 MCP 服务器

syl-mcp

MCP server for safety-first automation and app QA, exposing deterministic tools to control graphical apps, browsers, terminals, Android devices, VMs, and SSH hosts.

DORA Compliance MCP

DORA Compliance - MCP server providing AI-powered tools and automation by MEOK AI Labs

Ad Review Log MCP

Acts as a persistent log of ad creative reviews. Stores each review's ad name, funnel stage, score, media link, and full review text so agents can look back at how past creatives were scored.

Doc Agent

Enables extraction of structured data from documents like invoices, receipts, and bank statements using local Vision AI (Ollama) or cloud providers (Gemini), with data stored in a local SQLite database.

the-teacher

Enables structured learning with a verified loop: define goals as observable claims, learn through teach-lab-test-gate per claim, and get independently graded by an adversarial examiner to ensure genuine progress.

@kemosoft/mcp-heymax-crm

MCP server for HeyMax CRM API, providing read-only tools to query pipelines, services, and other CRM data.

Laravel MCP Server

Exposes Laravel development tools (artisan, migrations, config, schema, logs) as MCP tools for use with compatible clients.

webx-mcp

Local on-demand web search and page reading for coding agents via SearXNG, with SSRF-protected fetching and Markdown extraction.

evermemos-mcp

Long-term memory for AI coding assistants. Remembers context once and recalls it across sessions.

mcacp

Bridges any MCP client (like Claude Code, Zed, VS Code) to any ACP coding agent, enabling multi-agent orchestration from a single chat interface.

VikingDB

一个用于 VikingDB 存储和搜索的 MCP 服务器。

DevOps MCP

An MCP server designed to retrieve DevOps skills, code standards, and SAP Fiori documentation templates from a GitHub repository. It allows users to list available resources and fetch specific best practices to integrate directly into their development workflow.

opennms-mcp

Connects Claude to OpenNMS, allowing plain language interaction with alarms, nodes, events, asset records, categories, and service collection.

@transita/mcp-server

Provides immigration eligibility intelligence, enabling AI assistants to match user profiles to visas, compare pathways, and get country overviews using Transita's API.

GEPA MCP Server

Implements the Genetic-Evolutionary Prompt Architecture for automatic prompt optimization, providing tools to optimize, quickly improve, and contextually adapt prompts.

claude-c2

Enables natural language command and control of remote systems across multiple platforms through Claude AI using the Model Context Protocol.

FeatureBoard MCP Server

A local, file-backed feature/bug board for projects, enabling Claude to read and write markdown boards (featurelist.md / buglist.md) directly in chat for task planning, bug logging, and velocity tracking.

uk-payments-mcp

Enables AI agents to accept payments in the United Kingdom via Stripe hosted checkout, supporting cards, Apple Pay, and Google Pay.

SolanaViz MCP Server

一个模型上下文协议（MCP）服务器，使 Claude 能够通过自然语言对话访问、分析和可视化 Solana 区块链数据。

Leapfrog MCP

Multi-session browser MCP server that gives AI agents up to 15 fully-isolated browsers running in parallel. 36 tools including navigation, extraction, network intercept, stealth, and self-improvement. Each session has its own cookies, storage, and fingerprint so agents never collide.

mcp-server-creem

Creem.io 的模型上下文协议 (MCP) 服务器 – 通过透明的账单和改进的费用来增强 Merchant of Record 服务。

meok-eu-ai-act-art-13-ifu-mcp

Generates EU AI Act Article 13 Instructions for Use (IFU) and provides a FRIA crosswalk, enabling providers to create transparency documentation compliant with the EU AI Act.

mcp-servers-jos

JOS 的 MCP 服务器，从 MCP 模板开始

GitHub Repo Helper

GitHub Repo Helper 是一个简单且对初学者友好的模型上下文协议 (MCP) 服务器，它接收一个 GitHub 仓库 URL，并返回该仓库的结构化摘要。它会获取元数据，例如仓库名称、描述、使用的编程语言、README 内容（已总结）以及依赖信息。

MongoDB Intelligence MCP Server

An autonomous MCP server that enables LLMs to intelligently query and analyze MongoDB databases by reverse-engineering schemas, proving relationships, and enforcing security safeguards like PII masking and query limits.

apple-calendar-mcp

A macOS-only MCP server that lets Claude read and create events in Apple Calendar, list calendars, and find free time using EventKit.

NewsAgent Data MCP server

Enables querying scored and classified Russian and English news via MCP clients, offering filtered feeds, keyword search, breaking news, and coverage stats.

IEEE 802.11 MCP Server

Semantic search and structured queries over IEEE 802.11 specifications, enabling AI assistants to search technical content, tables, and figures across multiple standards.

backend2mcp

Automatically converts Python web backends (FastAPI, Flask, Django) into MCP servers by exposing API routes as MCP tools with near-zero boilerplate.