发现优秀的 MCP 服务器

Figma MCP Write Bridge

A Model Context Protocol server that enables AI agents to programmatically create, modify, and manage Figma documents via a WebSocket bridge and Figma plugin.

ovice MCP Server

Integrates with the ovice Public API to manage virtual office workspaces, groups, and users. It enables Claude to send targeted notifications and retrieve organizational metadata such as space names and access URLs.

vcluster-mcp

Provides tools for managing vcluster instances, enabling AI assistants to list, describe, create, delete, pause, resume, and execute commands inside virtual clusters.

MCP Beget

An MCP server for managing Beget hosting services including sites, domains, databases, and mail directly through Claude Code. It provides comprehensive tools for configuring DNS, FTP, Cron jobs, and managing backups via the Beget API.

low-hallucination-vision

A low-hallucination vision MCP server that uses OpenAI-compatible multimodal models with structured prompts, confidence gating, and forced JSON to reduce false claims in image analysis.

Datapack MCP Server

Validates Minecraft datapack JSON files (recipes, advancements, loot tables, etc.) against official Minecraft data formats using Spyglass.

MiSTerClaw

MCP remote control for MiSTer-FPGA. Launch games, search ROMs, take screenshots, auto-discover 70+ retro gaming systems. Single Go binary, zero dependencies.

Accord Server MCP

Connects AI agents to Accord chat server instances via the Model Context Protocol to manage spaces, channels, and messages. It supports a comprehensive range of operations including searching conversation history, sending messages, and performing server moderation tasks.

jlab-mcp

An MCP server that enables LLMs to execute Python code on GPU-accelerated compute nodes within SLURM-managed HPC environments. It bridges local clients to remote clusters by launching JupyterLab sessions via SLURM jobs to facilitate high-performance notebook-based computation.

mcp-memory-server

A self-hosted knowledge-graph memory server for AI agents, providing persistent memory via 7 MCP tools, automatic instructions, and a web dashboard, enabling AI assistants to remember and retrieve information across sessions.

MCP AWS Monitor

Monitors AWS infrastructure including EC2, RDS, S3, SQS, CloudWatch, and more through 19 tools, enabling natural language queries for infrastructure status.

Sales Analyzer MCP

Sales anomaly detection for a sample café dataset. Enables analyzing weekly sales, product history, and detecting anomalies like closures or pricing glitches.

memory-mcp

A persistent memory MCP server for Claude Code that automatically saves conversations and retrieves relevant history across sessions to provide context.

spotifyMCP

Enables controlling Spotify playback, managing playlists, searching music, and accessing library features through any MCP-compatible AI client. Provides 34 tools for full Spotify integration.

test-mcp

A minimal MCP server that tests Authgear's Dynamic Client Registration and resource-indicator flow, verifying JWTs bound to a specific resource.

AllocContext

Portfolio-aware crypto context for AI agents. Discover holdings, market, sentiment, macro, and regime; optional allocation analysis. Hosted streamable HTTP MCP with x402 on Base (USDC/EURC). Privacy: pass-through only — keys never stored. Also on PyPI: pip install "alloc-context\[mcp]". Integration: https://github.com/negillett/alloc-context/blob/main/docs/agent-integration.md

memgit

Provides git-like version-controlled persistent memory for AI assistants, enabling context persistence, diffing, rollback, and sync across sessions and AI tools via MCP.

mcp-crew

Agent Personas for Claude. 10 tools, 8 personas, 3 workflows. Zero API cost.

Skippr Extension MCP Server

Enables AI coding agents to discover, understand, and fix product issues (UX inconsistencies, accessibility violations, quality problems) identified by Skippr's browser extension through natural language commands.

EasyPeasyMCP

A lightweight, zero-config MCP server that makes documentation and API specifications instantly accessible to AI models using the llms.txt standard. It enables searching and retrieving full documentation, OpenAPI, and AsyncAPI specs without requiring a complex RAG infrastructure or vector database.

SpaceTraders MCP Server

An MCP server that enables AI agents to interact with the SpaceTraders API, managing agents, fleets, contracts, and trading operations in the SpaceTraders universe.

Inliner MCP Server

Enables AI coding agents to manage image projects, generate and edit images, and check usage via Inliner.ai through natural language commands.

app.anakior/atlas-mind

Atlas Mind MCP server exposes 24 tools to read, write, triage, map, rewind, and audit a knowledge base stored as plain files in a git repository, enabling AI assistants to act as an external brain.

Anywhere MCP Server

A Model Context Protocol server that integrates with AT&T Cybersecurity's USM Anywhere platform, providing secure access to security monitoring data including alarms, events, and threat intelligence.

border-patrol-mcp

A policy-enforcing MCP gateway that intercepts all tool calls to downstream MCP servers, applying allow/deny/ask rules with human approval and audit logging for safe access to dangerous tools.

@aiwerk/mcp-server-vault

MCP server for secure AI agent access to Bitwarden/Vaultwarden vaults with BYOK, exposing tools to list items, reveal secrets via encrypted Sends, get TOTP codes, and save credentials.

zen-devtools-mcp

Unofficial MCP server for Zen Browser DevTools, enabling AI assistants to inspect and control Zen via Gecko/WebDriver BiDi

screener-mcp

Exposes Screener.in data for Indian stocks (NSE/BSE) — fundamentals, financial statements, peers, and price/EPS time-series — as tools any MCP client can call.

File Search Server

Enables intelligent file searching in local directories using natural language queries. Supports searching by file type, filename patterns, and content across multiple formats including PDF, Word, Excel, and text files with AI-powered relevance scoring.

Karakeep MCP Server

Okay, here's the translation of "Search for and create bookmarks in Karakeep (Hoarder)" into Chinese: **搜索并在 Karakeep (Hoarder) 中创建书签** **Explanation of the translation:** * **搜索 (sōusuǒ):** Search * **并 (bìng):** And * **在 (zài):** In / At * **Karakeep (Hoarder):** This is kept as is, assuming it's a proper noun (the name of the application). If "Hoarder" needs to be translated, it would be something like "囤积者 (túnjī zhě)" but keeping it as "Hoarder" is generally better for software names. * **中 (zhōng):** In (within) * **创建 (chuàngjiàn):** Create * **书签 (shūqiān):** Bookmarks Therefore, the complete translation is a direct and accurate representation of the original English phrase.