发现优秀的 MCP 服务器

anamnesis

Persistent session memory for Claude Code, providing episodic recall across sessions via structured markdown logs and BM25 search.

mcp-stl

Enables editing of STL 3D model files through the Model Context Protocol, providing tools for reading, writing, transforming, and creating primitive shapes.

mesh

A cross-agent communicator MCP server providing presence, resource locks, and durable messaging for coordinating multiple agents on the same repository.

@kimagure-dd/xirr-mcp

MCP server for calculating XIRR (Extended Internal Rate of Return) from cash flows and Rakuten Securities CSV, enabling natural language portfolio performance queries.

Krill.to MCP Server

Enables AI agents to search and manage Twitter/X bookmarks via krill.to.

PostgreSQL MCP Server

Enables secure, read-only PostgreSQL database interaction through natural language, with automatic database discovery and connection management.

l402-kit-mcp

MCP server for l402-kit — enables AI agents (Claude, Cursor, etc.) to autonomously pay Bitcoin Lightning-protected APIs. Tools: l402_fetch, l402_balance, l402_spending_report. Run with: npx l402-kit-mcp

October Themes MCP Server

Provides 1000+ handcrafted design system themes (colors, typography, components, animations) to inject into AI-generated UI, enabling tools like Claude, ChatGPT, and Cursor to produce polished, non-generic interfaces.

mcp-svg-render

Renders SVG to PNG so AI agents can see the SVG they generate.

Snowfort Circuit MCP

A comprehensive Model Context Protocol (MCP) server suite that enables AI coding agents to automate both web browsers and Electron desktop applications with auto-snapshots and element references.

MCP Picnic

Enables AI assistants to interact with Picnic online supermarket for grocery shopping, meal planning, cart management, delivery tracking, and budget-conscious shopping in Netherlands and Germany.

Expense Tracker MCP Server

Enables AI assistants like Claude to manage personal expenses locally using SQLite. Supports adding, categorizing, summarizing expenses, setting budgets, and exporting data without cloud services.

klayout-mcp

Read-only MCP server for KLayout that opens GDS/OAS layouts, inspects geometry and hierarchy, renders deterministic PNGs, and runs batch DRC with structured JSON output.

SAP OData to MCP Server

Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by exposing all OData services as dynamic MCP tools. Enables natural language interactions with ERP data for querying, creating, updating, and deleting business entities through SAP BTP integration.

LinkForty MCP Server

Connects AI assistants like Claude and Cursor to LinkForty deep links and analytics, enabling natural language management of links, analytics, templates, projects, and SDK integration.

Anki MCP Server

Enables AI assistants to manage Anki flashcard decks and cards through natural language, supporting deck creation, card additions (basic and cloze types), and review queue management.

NexusMind

An MCP server that leverages graph structures to perform sophisticated scientific reasoning through an 8-stage processing pipeline, enabling AI systems to handle complex scientific queries with dynamic confidence scoring.

Klaviyo API MCP Server

Provides comprehensive tools and resources for managing Klaviyo marketing automation, including profiles, lists, campaigns, flows, and more through natural language.

agent-mesh

Provides a messaging multiplexer for agents using Redis streams, allowing Claude Code to send, receive, and ping other agents through MCP tools.

tatastu-proof

Enables creating and verifying permanent, publicly verifiable content provenance stamps via MCP tools.

TypeScript MCP Server Boilerplate

A starter template designed to jumpstart the development of Model Context Protocol (MCP) servers using TypeScript. It provides pre-configured examples for creating tools and resources, along with integration guides for MCP clients like Cursor.

pdf4vllm

Enables vision LLMs to read PDFs by automatically detecting text corruption and switching between text extraction and image rendering modes, while preserving reading order and filtering unnecessary images to prevent token overflow.

SEOAnalytics Read MCP

Read-only MCP server that retrieves SEO analytics data from WordPress, Google Search Console, and Google Analytics 4, enabling users to fetch posts, search performance, page metrics, and more via natural language.

Remote MCP Server (Authless)

A template for deploying MCP servers on Cloudflare Workers without authentication. Provides a foundation for creating custom tools accessible via Server-Sent Events from both web-based and desktop MCP clients.

Grips Intelligence MCP Server

Provides access to Grips Intelligence e-commerce analytics data through Model Context Protocol. Enables querying domain performance metrics, channel breakdowns, ad spend data, and device analytics for e-commerce businesses.

Universal Web Data Extraction Platform

Enables LLMs to extract content from websites using automated static and dynamic scraping engines with built-in anti-bot protections. It provides tools for web data retrieval and stores results in MongoDB with support for JSON and CSV exports.

pyaireader

MCP server for safely reading public URLs for AI agents, providing tools to fetch, extract, cache, and inspect web content as evidence.

System Information MCP Server

Provides comprehensive system diagnostics and hardware analysis through 10 specialized tools for troubleshooting and environment monitoring. Offers targeted information gathering for CPU, memory, network, storage, processes, and security analysis across Windows, macOS, and Linux platforms.

Unloop MCP

Detects and breaks repetitive fix loops in AI coding assistants by tracking attempts and providing escalating intervention strategies. It utilizes error fingerprinting and similarity analysis to redirect the AI toward new approaches when it gets stuck on the same error.

Word Cloud MCP

Enables creation of word cloud visualizations from various document formats (PDF, Word, TXT, MD) with intelligent text extraction, customizable themes, and multiple output formats (SVG, PNG, JPG, WebP).