发现优秀的 MCP 服务器

Memphora

Adds persistent memory to AI assistants by connecting to the Memphora cloud platform, allowing them to store and recall facts across conversations. It enables tools for searching memories, extracting insights, and maintaining long-term user context and preferences.

Pipefy MCP Server

Enables LLMs to interact with the Pipefy GraphQL API to manage pipes, cards, database tables, and records through natural language. It provides tools for searching, creating, and retrieving detailed information about Pipefy workflows and database entities.

Redmine MCP Server

Enables AI assistants to interact with Redmine project management systems through MCP tools, providing access to issues, projects, time tracking, wiki, and more.

brandguard

Scans npm, PyPI, and GitHub for typosquatting and brand impersonation, risk-scores findings, and drafts takedown notices.

Buildium MCP Server

Enables interaction with Buildium property management software through natural language, supporting operations on associations, leases, rentals, tenants, and more.

JIRA Zephyr MCP Server

Enables comprehensive test management with JIRA's Zephyr system, allowing users to create and manage test plans, execute test cycles, track progress, and generate reports through natural language.

Tox Testing MCP Server

一个 MCP 服务器，它执行 tox 命令来运行项目中的 Python 测试（使用 pytest），允许用户运行所有测试或特定的测试组、文件、用例或目录。 **Explanation of terms:** * **MCP Server:** MCP likely refers to a specific type of server or system within a particular context. Without more context, it's difficult to provide a more precise translation. It could stand for "Management Control Panel" or something similar. I've left it as "MCP" in the translation. * **tox:** A generic test automation tool. * **pytest:** A popular Python testing framework. * **Test groups:** Refers to logical groupings of tests, often defined in `tox.ini` or similar configuration files. * **Test files:** Python files containing test functions or classes. * **Test cases:** Individual test functions or methods within a test class. * **Directories:** Folders containing test files.

mcp-server-master

This repository provides a template for creating MCP servers with Python, including installation instructions and tools for testing with the MCP Inspector.

TikTok Ads Library MCP Server

Search and analyze TikTok's public ad library, including ad creatives, video scene-by-scene insights, and advertiser comparisons.

RedNote MCP

A server that enables access to Xiaohongshu (Little Red Book) content, allowing users to search for notes and retrieve content via URLs with authentication management and cookie persistence.

Foundry MCP Server

一个为 Solidity 开发者打造的 Foundry 实验性 MCP 服务器

jobctl

Job application tracker for developers: AI agents write over a remote MCP server (OAuth), humans review in a dashboard at jobctl app.

FHIR MCP Server

Enables seamless integration with FHIR APIs for healthcare applications, allowing users to search, retrieve, create, update, and analyze clinical information through natural language interactions. Supports SMART-on-FHIR authentication and works with various healthcare systems like EPIC and HAPI FHIR servers.

Access

Self-hosted credential store and API proxy for AI agents. One Bearer token, all your services. Handles OAuth refresh, encrypted storage, audit logging, and per-agent permissioning.

bottle-cap-mcp

MCP server for bottle-cap CAD workflow, providing tools for generating precise caps, filling holes, repairing meshes, and generating visual meshes via CadQuery, PyMeshLab, and the Meshy API.

Gemini Omni Rights Receipt

A remote MCP server for managing commercial rights receipts, enabling video rights checking, receipt issuance, disclosure flagging, and asset source summarization.

kcf-mcp

MCP server that lets Claude, ChatGPT, or VS Code build a complete, machine-checked model of your domain and generate an app from it.

web-doctor

Enables live website health checks including TLS, HTTPS, and security headers, returning an A-F grade with specific fixes.

ai-lab

Enables Claude Code to search and retrieve from a local knowledge base of markdown notes using hybrid semantic+keyword search, keeping data entirely offline.

boss-cli-mcp

Enables AI assistants to automate Boss直聘 recruitment workflows via local Chrome, including candidate queries, messaging, batch replies, resume previews, and position management.

todoist-mcp-server

A custom MCP server that connects Claude to Todoist using a permanent API token, avoiding OAuth re-authentication issues across all Claude surfaces.

LicenseGuard

LicenseGuard is an MCP server that checks whether dependency licenses impose legal obligations based on your distribution model, enabling informed decisions before adding dependencies.

Anthropic MCP Server

镜子 (jìng zi)

mcp-snap7

Enables MCP clients to connect to and interact with Siemens PLCs via python-snap7, supporting read/write operations on data blocks, memory, timers, counters, and CPU management.

GitLab Docs MCP Server

Provides AI assistants instant access to GitLab's official documentation with intelligent search, section filtering, and full content retrieval across 2,494 documentation pages including CI/CD, API, admin, and development guides.

doodleworks-mcp

Turns any idea, blog post, or article into hand-drawn Tinku illustrations that explain key concepts, with an interactive viewer in the chat.

CBETA MCP Server

Provides access to the Chinese Buddhist Electronic Text Association (CBETA) online library of over 100 million characters of Buddhist scripture. It enables users to search, browse catalogs, and retrieve content from major collections like the Taishō Tripiṭaka.

incus-mcp

MCP server for managing Incus containers and VMs via the incus CLI. Supports operations on remotes, instances, images, networks, storage, profiles, projects, and snapshots.