Live survey286 models · 13 providers · 17,592 auditsAudited Using Git Worktrees · SAFE →What changedHow we verifyllms.txt

MCP servers · connect in Claude Code

Claude Code MCP servers

4,761 MCP servers have a connect command for Claude Code. 2,135 are SAFE, 935 CAUTION and 1,691 BLOCK. Every one was read in full before it was listed.

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ModelsAtlas. “Claude Code MCP servers”. Retrieved 29 Oct 2026. https://modelsatlas.com/mcp/for/claude-code/page/8

Verdicts · 4,761 servers

✓SAFE2,135!CAUTION935✕BLOCK1,691

Transports

  • stdio, runs locally3,568
  • Streamable HTTP, remote1,784
  • SSE, legacy remote410
  • Not declared657

A server can list more than one transport.

Tool risk

1,342

servers expose at least one destructive tool: delete, overwrite or run. The median server with a readable tool list exposes 10 tools.

Servers with no destructive tools →

4,761 servers for Claude Code

169–192 of 4,761 · ranked by trust score, then stars

Prometheus

pab1it0/prometheus-mcp-server

✓SAFE B

A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.

★ 517Not listed in sourcesse

STS2

gennadiyev/sts2mcp

!CAUTION B

Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and the MCP server for the mod.

★ 5091 destructivestdio

Web Agent Protocol

ota-tech-ai/web-agent-protocol

✓SAFE B

🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support

★ 5082 readstdio

Docker

quantgeekdev/docker-mcp

✓SAFE B

A docker MCP Server (modelcontextprotocol)

★ 5042 writestdio

Vibe Check

pv-bhat/vibe-check-mcp-server

!CAUTION B

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks

★ 5031 destructivestdio

Remote Macos Use

baryhuang/mcp-remote-macos-use

✓SAFE B

The only general AI agent that does NOT requires extra API key, giving you full control on your local and remote MacOs from Claude Desktop App

★ 4901 destructivestdio

Youtube Transcript

jkawamoto/mcp-youtube-transcript

!CAUTION B

MCP server retrieving transcripts of YouTube videos

★ 4862 readstdio

Puppeteer

merajmehrabi/puppeteer-mcp-server

✓SAFE B

This MCP server provides browser automation capabilities through Puppeteer, allowing interaction with both new browser instances and existing Chrome windows.

★ 4841 writestdio

Firefox DevTools MCP

mozilla/firefox-devtools-mcp

✓SAFE B

Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through WebDriver BiDi

★ 4827 destructivestdio

Godot

tugcantopaloglu/godot-mcp

!CAUTION B

MCP server for full Godot 4.x engine control: 157 tools for AI-driven game development (GDScript and C#/.NET). Tested with Godot 4.7.

★ 47217 destructivestdio

Firefox DevTools

freema/firefox-devtools-mcp

✓SAFE B

Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through WebDriver BiDi

★ 4707 destructivestdio

Revit

revit-mcp/revit-mcp

✓SAFE B

AI-Powered Revit Modeling

★ 4681 destructivestdio

Google Map

cablate/mcp-google-map

✓SAFE B

18 Google Maps tools and 3 Agent Skills for place search, routes, travel planning, and local SEO—via MCP or standalone CLI.

★ 4671 readstdio

NotebookLM Skill

claude-world/notebooklm-skill

✓SAFE B

NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Creation → Publishing. Claude Code Skill + MCP Server.

★ 4641 destructivestdio

Firefox DevTools

mozilla/firefox-devtools-mcp

✓SAFE B

Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through WebDriver BiDi

★ 4567 destructivestdio

Baidu Maps

baidu-maps/mcp

✓SAFE B

Baidu Map MCP Server

★ 44511 readstdio

Binary Ninja

fosdickio/binary_ninja_mcp

!CAUTION B

A Binary Ninja plugin containing an MCP server that enables seamless integration with your favorite LLM/MCP client.

★ 4452 destructivestdio

Spec-Driven Development

formulahendry/mcp-server-spec-driven-development

✓SAFE B

Spec-Driven Development MCP Server, not just Vibe Coding

★ 438Not listed in sourcestdio

Bazi

cantian-ai/bazi-mcp

✓SAFE B

MCP server for Bazi (八字) information

★ 4353 readstdio

DroidMind

hyperb1iss/droidmind

✓SAFE B

Control your Android devices with AI using Model Context Protocol

★ 4358 readsse

EdgeOne Pages

tencentedgeone/edgeone-pages-mcp

✓SAFE B

An MCP service designed for deploying HTML content to EdgeOne Makers and obtaining an accessible public URL.

★ 4352 writestdio

Frida

dnakov/frida-mcp

✓SAFE B

MCP stdio server for frida

★ 4341 destructive

Selenium

angiejones/mcp-selenium

✓SAFE B

An MCP implementation for Selenium WebDriver

★ 4261 destructivestdio

Memento

gannonh/memento-mcp

✓SAFE B

Memento MCP: A Knowledge Graph Memory System for LLMs

★ 4254 destructivestdio

More about Claude Code

Claude Code: skills, MCP servers and models →

Other client hubs

Claude Desktop3,432

By risk

Read-only servers1,620No destructive tools3,145Remote servers2,120

Questions

How do I add an MCP server to Claude Code?
Run the claude mcp add command shown on the server's page; it names the package and its version.
Which Claude Code MCP servers are safe?
Of the 4,761 servers with a Claude Code connect command, 2,135 are SAFE, 935 CAUTION and 1,691 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?
1,937 of the 4,761 list a remote transport (streamable HTTP or SSE). The rest run as a local process your client starts.

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