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Agent host

Windsurf

145 skills · 0 MCP serversLatest audit 28 Oct 2026

Skills · 145
145 audited agent skills on ModelsAtlas mention Windsurf: 29% are stamped SAFE and 74 are BLOCK and should not be installed. No MCP server record carries a Windsurf connect snippet yet. Below: how to add each kind, and the safest picks.
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Cite this page

ModelsAtlas. “Windsurf: skills and MCP servers”. Retrieved 28 Oct 2026. https://modelsatlas.com/hosts/windsurf
Skills
145

name Windsurf in their docs

SAFE skills
42

29% · 29 caution · 74 block

MCP servers
0

no snippet yet

MCP BLOCK
0

none listed

Works with

Windsurf in the atlas

▣Agent skills

Install a skill in Windsurf

Only what each skill's own page records

  1. Check the stamp first

    Open the skill on ModelsAtlas. Install SAFE skills freely, read the findings on CAUTION, never install BLOCK.

  2. Use the audited commit

    Every audit names the commit it read. The stamp covers that commit only, not the branch head.

  3. Run what the skill says

    Where a skill's instructions give an install line, its page lists it. Where they do not, we show nothing rather than invent one.

npx skills add https://github.com/mem0ai/mem0 --skill mem0

From the instructions of Mem0 Skill for Claude (mem0ai/mem0), the most-starred SAFE skill here that gives a complete install line. Audited commit e399ff1.

Connect an MCP server

Snippets come from each server's published package

No MCP server record carries a connect snippet for Windsurf yet, so we show no command. Servers with a snippet for other clients are on the MCP servers hub.

Safest skills for Windsurf

All 145 Windsurf skills →

SAFE skills only, highest audit score first, then stars.

Skills For Real Engineers

mattpocock/skills

Skills for Real Engineers. Straight from my .agents directory.

✓SAFE B★ 305,019

Skills For Real Engineers

mattpocock/skills

Skills for Real Engineers. Straight from my .agents directory.

✓SAFE B★ 302,268

Open Source

browser-use/browser-use

Open-source Python library for AI browser agents, plus Browser Use Cloud: stealth browsers and a hosted agent API.

✓SAFE B★ 118,798

Context Engineering

addyosmani/agent-skills

Production-grade engineering skills for AI coding agents.

✓SAFE B★ 99,537

Mem0 Skill for Claude

mem0ai/mem0

The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

✓SAFE B★ 67,533

Humanizer

blader/humanizer

Agent skill that removes signs of AI-generated writing from text

✓SAFE B★ 58,708

Questions about Windsurf

How do I install a skill in Windsurf?
Open the skill's page on ModelsAtlas. It shows the install lines the skill's own instructions give, when it has any, and the commit we audited. Install SAFE skills as you would any dependency, read the findings on CAUTION first, and do not install BLOCK. The stamp covers the audited commit only, so use that commit rather than the branch head.
Are Windsurf skills safe?
Most are not a problem, but check each one: of 145 audited skills that mention Windsurf, 42 are SAFE, 29 CAUTION and 74 BLOCK. A skill can run scripts and steer the agent, so look at its stamp before you install.
Which skills work in Windsurf?
The 145 that name Windsurf in their own documentation. That is what the text claims, not a compatibility test we ran.
Can I connect MCP servers to Windsurf?
We have no MCP server record with a connect snippet for Windsurf yet, so we show none rather than guess a command.

Keep going in your AI

Opens with this page as the source. We add nothing else to the prompt.