MCP servers · connect in Claude Desktop

Claude Desktop MCP servers

3,432 MCP servers have a connect command for Claude Desktop. 1,660 are SAFE, 638 CAUTION and 1,134 BLOCK. Every one was read in full before it was listed.

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Cite this page

ModelsAtlas. “Claude Desktop MCP servers”. Retrieved 29 Oct 2026. https://modelsatlas.com/mcp/for/claude-desktop/page/25

Verdicts · 3,432 servers

✓SAFE1,660!CAUTION638✕BLOCK1,134

Transports

A server can list more than one transport.

Tool risk

1,009

servers expose at least one destructive tool: delete, overwrite or run. The median server with a readable tool list exposes 9 tools.

Servers with no destructive tools →

3,432 servers for Claude Desktop

577–600 of 3,432 · ranked by trust score, then stars

Deep Web Research

qpd-v/mcp-deepwebresearch

✓SAFE B

Enhanced MCP server for deep web research

★ 865 readstdio

Optuna

optuna/optuna-mcp

!CAUTION B

The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.

★ 866 write

Pyats

automateyournetwork/pyats_mcp

✓SAFE B

An MCP Server for pyATS (experimental)

★ 866 writestreamable-http

Nav2

ajtudela/nav2_mcp_server

✓SAFE B

MCP server that provides tools and resources to control and monitor robots using Nav2.

★ 851 destructivestdio

Spline

aydinfer/spline-mcp-server

✓SAFE B

An MCP server for working with Spline 3D design tool API

★ 85145 readstdio

SymPy

sdiehl/sympy-mcp

!CAUTION B

A MCP server for symbolic manipulation of mathematical expressions

★ 851 destructivestreamable-http

Xcodebuild

shenghaiwang/xcodebuild

✓SAFE B

MCP tool for building Xcode iOS workspace/project and feeding back error to LLMs.

★ 851 writestdio

OpenAI Integration

pierrebrunelle/mcp-server-openai

✓SAFE B

Query OpenAI models directly from Claude using MCP protocol.

★ 841 readstdio

Remind

sandst1/remind

!CAUTION B

A memory layer for AI Agents

★ 842 destructive

Gemini Google Search

yukukotani/mcp-gemini-google-search

✓SAFE B

MCP server for Google Search integration using Gemini's built-in search capabilities

★ 831 readstdio

Korean Jangbu

kimlawtech/korean-jangbu-for

✓SAFE B

한국 스타트업, 1인 법인, 프리랜서, 개인 사업자를 위한 장부 자동 생성 Claude Code 스킬. 카드명세서 PDF·은행 CSV → 재무제표·세무사 전달 CSV 자동 생성. Level 2 민감정보 마스킹 적용.

★ 833 writestdio

Ros2

kakimochi/ros2-mcp-server

✓SAFE B
★ 831 write

Scira AI

zaidmukaddam/scira-mcp

✓SAFE B
★ 834 read

Speech

kvadratni/speech-mcp

!CAUTION B

Speech MCP: A Goose MCP extension for voice interaction with audio visualization

★ 831 write

Metabase

easecloudio/mcp-metabase-server

✓SAFE B

A comprehensive MCP server for Metabase with 70+ tools.

★ 829 destructivestdio

Notes

krasun/notes-mcp

✓SAFE B

An MCP server that connects with your Apple Notes on macOS.

★ 821 writestdio

Patent Literature Search

patsnap/patent-literature-search-mcp

!CAUTION B

Search global patents across WIPO, EPO, USPTO, CNIPA, JPO, KIPO and other authorities, together with scientific literature from PubMed, arXiv, Nature, Science and other major sources using natural-language, semantic, keyword and structured search.

★ 822 readstdio

Anki

camdenclark/anki-mcp-server

✓SAFE B

A model context protocol server that connects to Anki through AnkiConnect

★ 812 writestdio

Douyin Creator Data

kuhakucai/douyin-mcp

✓SAFE B

⚡ 本地运行的抖音创作者数据 MCP Server:让 AI 读懂你的抖音创作数据,能够进行查询、对比并复盘作品表现。

★ 818 write

Shanghai Disney

syyuan14/sh-disney-mcp

✓SAFE B

sh-disney-mcp 是一个基于 Model Context Protocol (MCP) 的mcp server,旨在通过标准化的接口,帮助大模型快速获取上海迪士尼乐园的门票价格和售卖状态信息

★ 814 readstdio

Bing Search

leehanchung/bing-search-mcp

✓SAFE B

MCP Server for Bing Search API

★ 803 readstdio

Browser Use

vinayak-mehta/mcp-browser-use

✓SAFE B

MCP server for browser-use

★ 801 writestdio

ChatGPT

xncbf/chatgpt-mcp

✓SAFE B

MCP server enabling interaction between macOS ChatGPT desktop app and MCP-compatible AI assistants.

★ 802 writestdio

Context

dodopayments/context-mcp

✓SAFE B

Self-hosted MCP server for your documentation

★ 801 readstreamable-http

More about Claude Desktop

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Questions

How do I add an MCP server to Claude Desktop?
Paste the JSON block shown on the server's page into the mcpServers section of Claude Desktop's configuration file.
Which Claude Desktop MCP servers are safe?
Of the 3,432 servers with a Claude Desktop connect command, 1,660 are SAFE, 638 CAUTION and 1,134 BLOCK. Cards are ranked by trust score, so the safest are first; open one to read its findings before you connect it.
Are any of these servers remote?
1,261 of the 3,432 list a remote transport (streamable HTTP or SSE). The rest run as a local process your client starts.

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