发现优秀的 MCP 服务器

Framer MCP Server

Connects MCP clients to Framer projects for reading sites, editing CMS content, designing pages with a DSL, managing code components, and previewing changes locally.

Maritime Vessel Data MCP Server

Enables querying maritime vessel data via MCP tools and resources, including vessel search, port proximity, and vessel details lookups.

mcp-user-system

MCP server for token-user-system wallet operations, supporting balance, trend, transactions, coupons, and corporate transfer info.

MCP-ABI

Enables interaction with Ethereum-compatible smart contracts through their ABI, allowing both read operations (querying state) and write operations (executing transactions) dynamically based on the contract's interface.

XActions MCP Server

Enables AI agents to automate Twitter/X tasks (scraping, posting, following, etc.) via 140+ MCP tools, no API key required.

nyc-311-mcp

An MCP server for the NYC 311 Public API that allows AI assistants to check city services status, weather alerts, and lookup service requests.

LightRAG Code Brain MCP

Provides a durable memory layer for coding agents like Claude Code and Codex by indexing codebases and enabling RAG queries, reducing rediscovery tokens and providing senior-engineer orientation.

Iron Bridge Construction — MCP Equipment Safety Server

MCP server for heavy equipment management with role-based access, supervisor authentication, and high-risk request elicitation/sampling.

mnemo

Persistent memory MCP server for AI agents, featuring a visual interface to browse, search, edit, and delete memory. It provides tools for capturing episodes, recalling, consolidating, crystallizing traits, and forgetting, with local SQLite storage and optional authenticated web UI.

markitdown-mcp

MCP server that exposes MarkItDown's document-to-markdown conversion as a single convert_to_markdown tool, supporting HTTP, HTTPS, file, and data URIs via STDIO, Streamable HTTP, and SSE transports.

mcp_inventory

An MCP server for managing product inventory with SQLite, enabling CRUD operations and statistical queries such as total value, out-of-stock items, and most expensive product.

moamcp

An MCP plugin for Kimi Code CLI and omkc that provides structured multi-agent debate capabilities, enabling round-robin debates with real-time visualization and archival.

mcp-bot-crawler

Discovers, identifies, and governs bots on your website with MCP tools for scanning, analyzing, and managing bot traffic.

store

Single MCP server that manages multiple personal collections (todos, bookmarks, etc.) with only six generic tools, driven by a YAML registry for validation.

ppdiary

Enables AI-assisted diary management through natural language, allowing you to create, read, update, delete, and search diary entries stored locally in SQLite.

orionbelt-semantic-layer-mcp

MCP server for the OrionBelt Semantic Layer. Enables LLMs to explore governed semantic models, compile YAML metric definitions into optimized SQL across 8 engines (BigQuery, ClickHouse, Databricks, Dremio, DuckDB, MySQL, PostgreSQL, Snowflake), and execute analytics queries via natural language. Works with Claude, Cursor, Windsurf, and Copilot.

CDM MCP Server

Enables AI assistants to interact with Delta Lake tables stored in MinIO through Spark using natural language queries. Provides read-oriented data operations on Delta Lake tables through the Model Context Protocol.

MCP Fetch

Enables browser automation using Puppeteer through the MCP interface. Allows launching browsers, creating pages, and executing arbitrary JavaScript for web scraping, testing, and debugging tasks.

Visual Annotation MCP

A Model Context Protocol server that lets an LLM open web pages, list interactive elements, take screenshots, and draw annotations with color contrast selection.

Metasploit MCP Server

Provides AI assistants with secure access to Metasploit Framework functionality through a standardized interface, enabling commands, exploit search, module info, and scanning.

founden-mcp

Enables building and iterating on a software company through natural language, returning live preview URLs, without needing a browser.

qai-consultant-mcp

Keyless, local MCP server bringing ISTQB / OWASP / IEEE / ISO / EU AI Act QA standards into your AI client. Standards-grounded retrieval, deterministic QA effort estimation, automated QA document quality review (0-100 rubric), and JUnit/CSV test-results flakiness analysis.

Précis-MCP

Read-only MCP server for FP&A & management reporting — governed metrics, financial statements and drill-down over a SQL semantic layer. Your own financials on your own warehouse, not market data. Open core of Précis. (metric engine · ClickHouse · OIDC · Docker)

ECharts MCP Server

A Model Context Protocol server that generates beautiful chart images from ECharts configurations, supporting various chart types with customizable dimensions.

React Native Upgrade Helper MCP Server

Automates the React Native Upgrade Helper website to extract upgrade information and file diffs between React Native versions.

MCP Grammar Tools

Validates and tests llguidance grammars (Lark format), providing grammar validation, batch test execution, and syntax documentation.

Academic Paper MCP HTTP/SSE Server

A MCP server for academic literature retrieval, aggregating multiple data sources like arXiv, Crossref, OpenAlex, PubMed, and Semantic Scholar to provide search, details, citations, trends, and recommendations.

TDZ C64 Knowledge

An MCP server for indexing and searching Commodore 64 documentation using full-text, semantic, and fuzzy search across multiple file formats. It enables RAG-based question answering, entity extraction, and interactive timeline or knowledge graph visualizations.

web-speed-oss

Reducing token usage by 70% with a deterministic mapping engine. Also links in with the Web Speed Agent SDK and MCP for post-auth agents.