发现优秀的 MCP 服务器

codeitall

Provides deterministic tools for querying Rust package API behavior, including signature search, behavior lookup, and cross-implementation comparisons.

mcp-sandbox-computer-vm-for-ai

MCP server that gives AI agents isolated, named Linux computers with stable IDs and lifecycle control. Supports multiple backends like Docker, Fly Machines, Modal, and E2B, with a dashboard for managing sandboxes.

McpVanguard

A security proxy and active firewall for the Model Context Protocol that protects host systems from malicious intent, prompt injection, and data exfiltration. It acts as an interception layer between AI agents and tools, providing real-time verification and multi-layered defense mechanisms.

Walrus Memory MCP

Enables MCP clients to connect to Walrus Memory for persistent memory operations like remember, recall, analyze, and restore, with browser-based wallet login and local credential storage.

ArcadeDB Multi-Model DBMS

ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.

gmail-mcp

Enables AI assistants to manage Gmail accounts programmatically, including sending emails, managing labels, creating filters, and handling attachments via OAuth2 authentication.

Sonic Pi MCP

一个模型上下文协议服务器，允许像 Claude 和 Cursor 这样的 AI 助手通过 OSC 消息以编程方式创作音乐和控制 Sonic Pi。

ibge-microdata-mcp

Local-first MCP server for discovering, downloading, and analyzing official IBGE microdata using DuckDB and Parquet.

willhaben-mcp

Enables searching Austria's largest classifieds marketplace (willhaben.at) for real estate, cars, jobs, and second-hand items via natural-language queries and structured filters, with full listing details.

draftly-wps

AI chat sidebar inside WPS Office (Mac) that edits the live document through the real JS add-in object-model API — no keyboard/mouse simulation. Powered by the Claude Agent SDK, with streaming replies, session history, and per-document (Word/Excel/PPT) isolation.

Society ElizaOS Connector MCP

Integrates ElizaOS agents with Cursor IDE, allowing users to list, select, and chat with agents via MCP tools.

MCP Memory System

Enables persistent storage and retrieval of decisions, settings, and operational rules across chat sessions, maintaining context continuity and decision consistency for long-term development projects through structured memory management.

Justiça 5.0

MCP server bridge for Obsidian that exposes the vault as an MCP server and connects to external legal data servers (PJe/DataJud/CNJ) for legal document management.

MCPFind

A context-efficient proxy that replaces individual tool schemas with three meta-tools for semantic search, schema retrieval, and tool routing. It enables agents to manage hundreds of backend tools while maintaining a constant context footprint of approximately 500 tokens.

Google Play Game Services Configuration MCP Server

A Multi-Agent Conversation Protocol server for interacting with Google Play Game Services Configuration API, allowing management of game configurations through natural language commands.

LocalHands

A local MCP server that gives a cloud AI agent hands on a real machine, enabling file operations, command execution, and screen capture via a secure tunnel with path whitelisting, command guards, and audit logging.

mcp-think

A remote MCP server for structured sequential thinking, enabling users to create, revise, and manage sequences of steps with persistent state via Cloudflare Workers and Durable Objects.

MCP SSE Server Python

Enables real-time system monitoring and automation through MCP protocol with SSE transport, integrating with n8n workflows to check system health, query logs, and retrieve metrics from ABC system APIs. Supports natural language queries in Vietnamese and English for seamless system administration.

doc-extract-mcp

Enables an AI assistant to reliably read and chunk PDF/text documents, validate extracted JSON against a schema with full error paths, and save structured output—all confined to a single allowed directory.

Amazon MCP Server

Enables interaction with Amazon services through AI assistants, allowing users to search products, manage their cart, view order history, and place orders using natural language.

postgres-mcp

Exposes PostgreSQL query execution, EXPLAIN, and schema inspection tools to MCP-compatible clients like Claude Desktop.

Xafari MCP

An MCP server and crawler for Xafari documentation that enables AI agents to search, retrieve pages, and extract code examples from a local index. It provides structured documentation access through stdio or HTTP interfaces for seamless IDE integration.

verifiedstate-mcp

Verified memory infrastructure for AI agents. Every assertion signed, timestamped, and cryptographically proven. Includes session continuity across Claude Code, Cursor, and Windsurf, plus Proof Meter billing attestation.

Ubuntu SSH MCP Server

Connects to Ubuntu servers over SSH to manage, maintain, and secure them through natural language conversation.

geni-mcp

An MCP server that gives Claude access to Geni — the collaborative genealogy platform. Use Claude to browse, search, correct, and extend your family tree.

MO5 MCP Server

Enables AI agents to access Thomson MO5 technical documentation, perform semantic search, and use build tools for MO5 development.

P-GitHubTestRepo

从 MCP 服务器演示创建。

dex-mcp

Debug and inspection tooling for Roblox projects, exposed as an MCP server so an AI agent can explore the instance tree, read/write properties, call remotes, and run Luau in a Roblox client driven by an executor.

weid.ai MCP Server

Provides AI agents with persistent identities (Weid numbers) and a friend-based messaging system, enabling cross-platform AI-to-AI communication through 11 MCP tools.

SW Toolbox MCP

A local MCP hub for SW Toolbox providing file-processing tools like image compression, conversion, PDF merging, and data utilities. It includes a free compress_image tool and requires a Pro key for additional tools.