MCP servers · connect in Claude Desktop

Claude Desktop MCP servers

3,437 MCP servers have a connect command for Claude Desktop. 1,660 are SAFE, 639 CAUTION and 1,138 BLOCK. Every one was read in full before it was listed.

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ModelsAtlas. “Claude Desktop MCP servers”. Retrieved 30 Oct 2026. https://modelsatlas.com/mcp/for/claude-desktop/page/86

Verdicts · 3,437 servers

✓SAFE1,660!CAUTION639✕BLOCK1,138

Transports

A server can list more than one transport.

Tool risk

1,011

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 →
3,437 servers for Claude Desktop · 2,041–2,064 · ranked by trust score, then stars
MySQL!CAUTION B

guangxiangdebizi/mysql_mcp

这是一个功能强大且易用的MySQL数据库MCP(Model Context Protocol)服务器,让你的AI助手可以安全地进行完整的数据库操作,支持多数据库连接管理、增删改查、事务管理和智能回滚功能。

★ 81GitHub stars1 destructivestreamable-http
Ops!CAUTION B

heht571/ops-mcp-server

服务器、网络设备巡检和运维MCP工具

★ 59GitHub stars12 readstdio
Mocxykit!CAUTION B

shunseven/mocxykit

This is an Frontend development service middleware that can be used with webpack and vite. Its main function is to visualize the configuration, manage http(s)-proxy, and mock data.

★ 39GitHub stars1 readsse
AI DirScan!CAUTION B

elitewa/ai_dirscan

可用于AI进行自动目录扫描的MCP辅助工具

★ 36GitHub stars2 readsse
Hyades!CAUTION B

apology-is-policy/hyades

Unicode/ASCII Mathematical Typesetting Engine with LaTeX Input, VSCode Integration, MCP server, and Automatic Rendering into Source Code Comments

★ 30GitHub stars2 readstreamable-http
Rollbar!CAUTION B

rollbar/rollbar-mcp-server

Model Context Protocol server for Rollbar

★ 28GitHub stars1 writestdio
CSS Noop Checker!CAUTION B

purupurupu/css-noop-checker

Chrome DevTools extension that detects CSS properties with no effect

★ 25GitHub stars3 readstdio
Telnyx!CAUTION B

team-telnyx/telnyx-mcp-server

Official Telnyx Local Model Context Protocol (MCP) Server that enables interaction with powerful telephony, messaging, and AI assistant APIs. This server allows MCP clients like Claude Desktop, Cursor, Windsurf, OpenAI Agents and others to manage phone numbers, send messages, make calls, and create

★ 25GitHub stars3 destructive
artel!CAUTION B

NicolasPrimeau/artel

Your fleet's smart notepad — one that learns. Shared memory your agents write to and get back at the right moment, plus a ledger showing what the work cost and which chores keep getting done by hand. Self-hosted, MIT.

★ 9GitHub starsNot listed in sourcestdio
convex-mcp-gateway!CAUTION B

tfohlmeister/convex-mcp-gateway

Auth-aware Convex component that exposes selected Convex functions as MCP tools

★ 9GitHub stars2 destructivestreamable-http
stop-ai-slop!CAUTION B

WhiteBite/stop-ai-slop

Zero-dependency linter and gate that blocks AI-generated comment slop: multi-line narrative comments, changelog markers, step-numbered filler. Write-time plugin for OpenCode, Claude Code hooks, pre-commit, GitHub Action, GitLab CI, MCP server. RU+EN+DE+FR+ES detection.

★ 2GitHub stars1 write
6F!CAUTION B

Xxx91n/6F

Macro + micro engineering-content audit for git-healthy repositories — Claude Code Agent Plugin (Hub-of-Facts + federated adjudication, evidence gates, verifiable receipts). Preview: 3 of 5 capabilities live.

★ 0GitHub stars1 read
indexagentica-mcp!CAUTION B

Drudley/indexagentica-mcp

Read-only remote MCP server (Streamable HTTP) and REST search for indexagentica.com

★ 0GitHub stars4 readstreamable-http
microsoft-agent✓SAFE B

Knuckles-Team/microsoft-agent

Microsoft A2A / AG-UI Agent

★ 0GitHub stars3 writesse
oszillation-mixing-buddy!CAUTION B

WizardofTryout/oszillation-mixing-buddy

Universal AI Co-Producer for DAWs · Bit-transparent ITU-R BS.1770-4 telemetry, 128-band RTA & zero-latency native accessibility bridges (macOS / Logic Pro & Steinberg).

★ 0GitHub stars10 writesse
saybooks!CAUTION B

alviso/saybooks

Saybooks — open-source books an AI agent can keep: invoicing, order to cash, CRM, job hunt and personal finances over one MCP connector, with rules the agent cannot break and one audit trail for people and agents. AGPL-3.0.

★ 0GitHub starsNot listed in sourcestdio
Spec Workflow!CAUTION B

pimzino/spec-workflow-mcp

A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and VSCode extension for monitoring and managing your project's progress directly in your development environment.

★ 4,293GitHub stars3 writestdio
Ghidra!CAUTION B

bethington/ghidra-mcp

Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker deployment.

★ 3,948GitHub stars3 readstdio
Code Interpreter API!CAUTION B

shroominic/codeinterpreter-api

👾 Open source implementation of the ChatGPT Code Interpreter

★ 3,844GitHub stars1 read
LLM Wiki!CAUTION B

lucasastorian/llmwiki

Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !

★ 1,643GitHub stars2 readstreamable-http
Coding Tools!CAUTION B

xytom/coding-tools-mcp

Give any AI agent the ability to code

★ 1,158GitHub stars2 writestdio
Mem0!CAUTION B

mem0ai/mem0-mcp

★ 662GitHub stars1 readstdio
KiCad!CAUTION B

lamaalrajih/kicad-mcp

Model Context Protocol server for KiCad on Mac, Windows, and Linux

★ 525GitHub stars1 write
TrueMemory✓SAFE B

buildingjoshbetter/truememory

The memory your AI should have had from the start. Automatic capture, automatic recall, 100% local. One SQLite file, zero cloud. Works with Claude Code, Claude CLI, Cursor, Codex CLI, Gemini CLI.

★ 379GitHub stars1 readstdio

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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 3,437 servers with a Claude Desktop connect command, 1,660 are SAFE, 639 CAUTION and 1,138 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?
1,265 of the 3,437 list a remote transport (streamable HTTP or SSE). The rest run as a local process your client starts.

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