发现优秀的 MCP 服务器

cadkit

An MCP server for parametric part modeling in Onshape, producing fully-defined, variable-driven sketches and features. It enables LLMs to create editable CAD models using semantic selection and geometrically grounded constraints.

MCP Dev-Tools Agent

A local AI agent system that gives any LLM real access to the filesystem, terminal, and codebase via MCP, usable as a standalone terminal agent or Continue.dev integration in VS Code.

Rememberizer MCP Server for Common Knowledge

Provides access to personal/team knowledge repositories with tools to search, retrieve, and save information from various sources including Slack, Gmail, and document storage platforms.

PostgreSQL MCP Server

Enables natural language interaction with PostgreSQL databases, converting questions to safe SQL queries and executing them with result validation.

pptx-mcp

A local MCP server for Claude to create, edit, and export PowerPoint presentations on Windows, with support for SAP corporate templates and full auditing.

gitlab-mcp-server

MCP server for managing GitLab repositories — merge requests, pipelines, branches, and file operations.

Caipher MCP

An MCP server that provides AI assistants with comprehensive access to n8n workflow automation nodes, properties, and documentation. It enables models like Claude to search for nodes, access configuration templates, and manage workflows through natural language.

MCPAmpel

A security scanner that evaluates installed MCP servers for vulnerabilities by aggregating findings from 16 scanning engines into detailed trust scores. It enables users to scan their local AI agent configurations or specific repository URLs for potential security risks.

Learn Anything

Turns any topic into a structured lesson with intuition, examples, and spaced repetition, using no AI on the server side.

Roblox Executor MCP Server

Enables AI agents to interact with a running Roblox game client, including executing Lua code, inspecting scripts, and spying on remotes, with a local dashboard for monitoring and control.

todo-mcp-server

A Todo MCP server that allows AI editors to query and manage todos via a REST API and MCP tools, sharing a single SQLite database.

OpenAPI to MCP Server

Automatically converts any OpenAPI specification into an MCP server, exposing all HTTP endpoints as callable tools with support for various authentication methods and request types.

Shopify MCP

A read-only MCP server that lets AI assistants answer Shopify store operations questions via tools like get_shop, list_products, get_product, and list_orders.

OpenCTI MCP Server

A Model Context Protocol server that facilitates integration with OpenCTI, allowing users to query and retrieve cyber threat intelligence data via a standardized interface.

IteraTools MCP

Production-ready MCP server with 40+ tools — QR codes, PDFs, text processing, TTS, web scraping, image generation and more. Built for AI agents.

mendix-mcp-server

Enables AI agents to read and modify Mendix application models through MCP tools for creating modules, entities, pages, microflows, deploying, and querying runtime data.

gradle-analyzer-mcp

Analyzes Gradle dependencies in Android projects, supporting Version Catalog, duplicate detection, module comparison, and dependency tree generation.

Charlie Work

Scans a repository for maintenance toil (flaky tests, expiring certificates, TODO rot, dead flags, etc.) and returns a prioritized queue with a credit ledger to track who cleared what.

brandomica-mcp-server

Stdio-based MCP server with 12 tools for brand name availability and safety checks. Returns structured JSON for domains (with pricing), social handles, USPTO/EUIPO trademarks, app stores, package registries, safety scoring, batch comparison, and filing readiness.

@uicheck/mcp

Enables AI agents to capture screenshots and inspect DOM elements from connected browser pages via WebSocket.

brain-v42

Provides persistent memory and knowledge management for coding agents via MCP, including typed decision/snippet/runbook storage, semantic search, explicit session lifecycle, and nightly consolidation.

Proplist MCP Hello World

Minimal FastMCP server that lists worksheet names, IDs, and visibility from a SharePoint Excel workbook via Microsoft Graph.

Smart Code Search MCP Server

Enables semantic code search across projects using AI embeddings to find code by meaning rather than just text matching. Provides fast intelligent search, symbol analysis, and code similarity detection with multi-language support.

Hippocampal Memory MCP

An MCP server for neuroanatomically-inspired memory consolidation using Neo4j and semantic search, enabling episodic memory encoding, semantic retrieval, and graph operations.

imagine-mcp

Production-grade MCP server for image and video understanding and generation across Gemini, OpenAI, and Grok.

packkit-mcp

Lets AI agents scaffold modern npm packages, CLIs, HTTP services, and apps as a native tool. Three tools: inspect the full option/preset schema, preview the generated file tree for a config, and write the project to disk.

MCP Server Semgrep

A Model Context Protocol compliant server that integrates Semgrep static analysis tool with AI assistants like Anthropic Claude, enabling advanced code analysis, security vulnerability detection, and code quality improvements through a conversational interface.

LFM2.5-local

Run Liquid AI's LFM2.5 model locally on Mac with a chat UI and MCP server for integration with Claude Desktop, Cursor, and other tools. Offers fast inference, privacy, and multi-Mac clustering.

Concierge Voyage MCP

An interactive travel planning server that integrates flight searching, weather forecasting, and route calculation through external APIs like Amadeus and OpenWeather. It uses the Model Context Protocol to enable AI assistants to autonomously manage travel logistics and discover local services.

rustchain-mcp

MCP server for the RustChain blockchain and BoTTube video platform, enabling AI-agent-based token earning through model context protocol and proof-of-antiquity.