Agent
Discoverability
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Claude Connector

Atlas Lab

Run, benchmark, compare, and manage local AI models in Atlas Lab directly from Claude.

View in the Claude registry
Category
AI
Integration details

Description

Atlas Lab MCP connects Claude to Atlas Lab, a local-first AI model foundry and Model Lab for working with open-weight models on your own hardware. From Claude, users can inspect models, load and unload them, discover compute endpoints, run benchmark suites, review evaluation evidence, compare benchmark runs, and start Clone workflows while preserving Atlas approval and licensing boundaries. Operations are executed through the user’s authenticated Atlas Lab account and connected Atlas Desktop session.

Integration type
Connector
Verification status
Community connector
Platform
Claude
Category
AI

The broad Category that contains the Primary Subcategory.

Primary Subcategory
Prompt, Model & Compute Tooling

The Primary Subcategory used for this profile’s headline score.

Secondary Subcategories
None listed

Other Subcategories where the Integration is listed.

Brand
Atlas Lab
Access
Account required
First tracked
2026-09-30
Tool count
19
Geography
US
Agent DiscoverabilityClaude Discoverability Score

Claude Connector discovery is coming soon

Community Connectors only appear in Claude’s registry.Once verified, organic discovery begins and we can calculate your score.Read more about Community Connector verification.

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What discovery looks like

Claude showing a list of relevant Connectors in a conversation

Claude can surface verified Connectors when they match a user’s Prompt.

Primary Subcategory

Competing in Claude Prompt, Model & Compute Tooling

View Category
8 scoredVerified connectors by score · Community connectors A–Z
Primary Subcategory
1Hugging Face100/100
2alphaXiv50/100
3Firecrawl46/100
4SciSpace27/100
5Cloudflare Developer Platform15/100
—AI Video Prompt Generator: Vivideo.aiPending VerificationGet notified
—AI2SQLPending VerificationGet notified
—Atlas LabPending VerificationGet notified
—Context SwitcherPending VerificationGet notified
—GivemeanodePending VerificationGet notified
—Graph of ThoughtPending VerificationGet notified
—haakonPending VerificationGet notified
—Iterative RefinementPending VerificationGet notified
—production.pretty-prompt.comPending VerificationGet notified
—Structured ReflectionPending VerificationGet notified
Tools

19 tools agents can invoke

Recommended guideHow to get your Claude Connector organically discoveredFollow the practical steps agents use to find, shortlist, and choose your Connector.Read guide
FAQs

Atlas Lab Claude Connector FAQ

How the directory, categories and Discoverability Score work.

Read the methodology
How do I improve Atlas Lab's Claude Connector discoverability?

The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.

What are Atlas Lab alternatives on Claude?

As of 2026-10-07, Atlas Lab competes with Hugging Face, alphaXiv, Firecrawl, SciSpace, Cloudflare Developer Platform, Google Compute Engine, Context7, Wolfram and 9 more in Claude Prompt, Model & Compute Tooling, ranked by public Discoverability Score.

Where is this profile measured?

This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.