发现优秀的 MCP 服务器

safe-cart-ai

Enables AI agents to browse product catalogs and make purchases through a policy engine that enforces spending limits, requires human approval for certain amounts, and logs all actions to an audit trail.

lore-mcp

Persistent knowledge layer for AI agents. Structured KB with search, investigation threads, multi-session journal, and multi-agent attribution. SQLite or PostgreSQL.

fetchaller

Enables fetching any website without permission prompts, including automatic bot challenge bypass, with built-in web search, Reddit, marketplace, realtor, AliExpress, and Alibaba tools.

SnapRef

Policy-gated MCP server for local-first browser automation, enabling agents to drive isolated Chromium sessions via snapshots, revision-bound refs, typed actuation, scripts, and telemetry receipts.

docs2db-mcp-server

MCP server for semantic and hybrid search over RHEL documentation using docs2db RAG, with cross-encoder reranking and support for multiple MCP clients.

AISentinel

An open-source MCP server that protects AI agents at runtime by evaluating every tool call against YAML policies and generating audit trails.

AgenSysAdmin

MCP server for remote Linux server administration via SSH, integrating with Claude Code to manage Ubuntu/Debian servers.

AIE8-MCP Server

An MCP server that provides web search capabilities through the Tavily API and weather data retrieval tools. It demonstrates how to integrate external APIs into AI applications and build agentic workflows with LangGraph.

ar-mcp

Resolves AR-IDs, manifest hashes, and provenance trees from any MCP-compatible AI client via the AnchorRegistry API.

Turbular

Provides a unified API to connect LLMs to various databases, with schema normalization and query transformation for seamless interaction.

aperture-mcp

A commitment tripwire that flags when a tracked commitment disappears verbatim between document versions; enables AI agents to call this check via MCP.

checkpointer

MCP server for file checkpointing and undo, enabling AI agents to safely read, write, and edit files with full snapshot history and revert capabilities.

DESY MCP Server

Provides programmatic access to the DESY design system documentation, enabling AI assistants to retrieve component code, style guides, and UI patterns for the Government of Aragon.

mcp-magic-8-ball

A Magic 8 Ball MCP server that wraps StupidAPIs to answer yes-or-no questions with mystical responses, supporting cynical and corporate modes.

@odatano/nightgate-mcp

MCP server that lets AI agents interact with NIGHTGATE, the Midnight blockchain attestation layer, to anchor documents, verify zero-knowledge predicates, manage disclosure grants, and poll async jobs.

Todo MCP Server

A complete todo management system with authentication and billing that enables AI assistants to create, manage, and track todos with user accounts, free tier limits, and database persistence.

pholly-figma-mcp

Local-first MCP bridge for live Figma documents, enabling design inspection, editing, asset export, component authoring, and variable management through a plugin and WebSocket server without consuming Figma REST API requests.

ForeverTools MCP Server

Gives Claude 8 real-world tools via a single free API key: SSL certificate inspection, WHOIS lookup, email validation (syntax + MX + disposable detection), webpage screenshots, IP geolocation, currency conversion, schema markup generation, and UK business-day calculations. Python, pip install forevertools-mcp, MIT licensed.

G4 Data Model MCP Server

Enables deployment of a customizable MCP server on Cloudflare Workers without authentication. Allows users to define custom tools and connect to clients like Claude Desktop or Cloudflare AI Playground for remote tool execution.

Redmine MCP Server

镜子 (jìng zi)

Aidelly MCP Server

Automate Aidelly social media management directly from Claude Code. Create, schedule, and manage posts across all connected platforms with AI-powered MCP tools.

expression-atlas

Enables querying the EBI Expression Atlas for gene expression data across species and conditions. Part of the Pipeworx gateway, it provides access to baseline and differential expression studies.

FLINT Agent Passport

Enables verification of AI agent identity, authority, and integrity at transaction time, returning signed verdicts for allow, step-up, review, or block.

Flask Video Feedback

Video feedback for AI agents via Flask (flask.do). Agents upload renders for human review and get the feedback back as transcribed, timestamped comments over MCP, with annotated frames and versioned revisions.

memhippo

Provides persistent, shared memory for AI agents by capturing conversations verbatim, distilling facts and summaries, and enabling retrieval through search, timeline, details, and explicit remember tools.

MCP Windows Screenshots

An MCP server that enables Claude to access Windows screenshots from WSL2, allowing users to easily share screenshots with Claude Code without manually navigating complex file paths.

AkShare MCP Server

Provides access to historical financial data for US, Hong Kong, and A-share markets using the AkShare library. It returns formatted stock market data, including prices and trading volumes, in easy-to-read Markdown tables.

mobile-mcp-opengl

Enables AI coding agents to test and automate Android apps rendering UI in OpenGL/Vulkan/Metal surfaces via screenshot-based vision tools for tapping, swiping, long-pressing, and recording, without accessibility tree dependency.

keka-mcp-server

MCP server for the Keka HRM API, enabling HR operations like employee management, leave, attendance, payroll, recruitment, and PSA.