发现优秀的 MCP 服务器

TANSS MCP Server

Enables AI assistants to interact with the TANSS ticket management system through 237 tools covering tickets, phone calls, chats, IT assets, time tracking, remote support, and ERP operations.

EduChain MCP Server

Integrates the EduChain library to generate educational content including multiple-choice questions, lesson plans, and flashcards for subjects like Python programming and Algebra using Grok's free-tier LLM.

shelfmark

Shelfmark is an MCP server that builds a local metadata catalogue of your documents, enabling AI agents to discover, search, and select relevant files without opening or indexing their contents. It provides governed access with ownership and confidentiality controls, ensuring agents only see what they are permitted to.

a-mem-mcp-server

A memory MCP server with a dual-storage system using ChromaDB and NetworkX DiGraph, enabling efficient data management and integration with IDEs like Cursor and VSCode for enhanced research and note organization.

Git Analytics MCP Server

Provides comprehensive Git repository insights including author statistics, branch health, and code churn analysis. It enables users to perform data-driven assessments of their codebase and track development patterns through the Model Context Protocol.

Revit MCP Server

实现 Claude AI 和 Autodesk Revit 之间的无缝通信，允许用户通过自然语言访问和交互 Revit 模型信息。

attester-mcp

MCP server for verification and API-existence oracle tools, enabling AI agents to check package existence, symbol details, and version diffs with signed attestations.

Apple Health Shortcuts MCP

Exposes Apple Health data as read-only tools for AI via HTTP MCP. Provides three tools: health_now, health_detail, and health_trends.

awx-mcp-server

AWX 模型上下文协议 (MCP) 集成，用于增强自动化工作流程。 本仓库提供了一种结构化的方法来高效管理 AWX 模型。

Customer Support Analyst MCP

Enables natural-language Q&A over customer support ticket data. Provides tools for schema inspection, SQL-based ticket counts and grouping, and full-text search for customer wording without requiring API keys.

agent-web-combo

MCP server for the Agent Web Combo toolkit, enabling AI agents to perform multi-source web search, page content extraction, and JavaScript-rendered page screenshotting via Kitesurf/Playwright, with optional agent-reach platform integration.

Note Post MCP

Enables automated publishing and draft saving to note.com platform using Playwright automation. Reads Markdown files with titles, body text, and tags to publish content directly to your note.com account.

Engraphy

Enables AI agents to maintain a self-hosted typed knowledge graph on Postgres and pgvector over MCP, with deduplicating writes, hybrid retrieval, and database-enforced isolation.

UserVane

Let agents list and run NPS/CSAT/CES/PMF surveys for your project and pull honest scores, responses, and share links.

todoist-mcp

An MCP server that provides AI assistants with full access to Todoist tasks, projects, labels, and filters. It enables comprehensive task management, project organization, and productivity tracking through a wide range of specialized tools.

DateTime Tools for Langflow

测试简易 MCP 服务器

SemanticOps MCP

Enables AI assistants to read and modify Power BI Desktop files programmatically, including querying models, creating measures, and managing relationships through natural language.

open-public-domain

MCP server that gives AI agents access to the world's public domain library. Search, read, and navigate books and audiobooks from Project Gutenberg and LibriVox.

Ninetn MCP Server

Enables integration with the Ninetn AI-powered memo application to create, search, and manage memos through natural language. It facilitates AI-assisted memo retrieval and storage by connecting MCP clients to a local Ninetn instance.

Vercel MCP Server

一个符合 MCP 标准的服务器，它定义了 9 个用于处理 Vercel 部署数据的工具。

OpenShift MCP Server

Enables diagnostics and troubleshooting of OpenShift clusters through storage analysis, resource monitoring, GPU utilization tracking, and pod health checks using Prometheus metrics and the oc CLI.

claude-memory

A persistent semantic memory system for Claude Code, using vector search and a judgment ledger to surface prior decisions and calibrate predictions.

Damn Vulnerable MCP Server (DVMCP)

An intentionally vulnerable MCP server for security training, enabling users to practice attacking and defending AI agents through realistic scenarios.

ResumeTailor

An MCP server that enables users to automatically tailor LibreOffice resumes by updating specific sections based on job descriptions via the UNO API. It allows Claude to modify skills, projects, and work experience in .odt templates to generate customized resume files.

CIRCL CVE SEARCH MCP Server

A Model Context Protocol (MCP) server for accessing the CIRCL CVE SEARCH API, providing comprehensive vulnerability and security information.

SSCMFI Bond Analytics MCP Server

Enables AI assistants to perform high-precision Price and Yield calculations for fixed income securities, including institutional risk metrics, using the industry-standard SSCMFI Bond Math Engine.

cdtm-mcp

MCP server for the CDTM Community Portal that enables searching CDTM students and alumni by tags like skills, interests, class, and location, and retrieving member profiles.

markdown2pdf-mcp

MCP server that converts Markdown to high-quality PDF documents using LaTeX, enabling AI agents like Claude to generate professional PDFs without requiring sign-ups or credit cards.

HumanizeMCP

An open-source MCP server that rewrites AI-generated prose to appear human-authored, with tools for detection and verification against AI detectors.