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Build better AI stacks, claim useful opportunities, and give AI infrastructure companies a source-labeled adoption readout they can trust.

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⌘Developer workbench

Build with the right stack. Show what shipped.

Describe your app and get a source-labeled minimal stack, docs and API evidence, cost assumptions, MCP context for your agent, and a project page when you ship.

Source-labeled stackCost + creditsAgent-ready MCPPublish proof

Get a tool shortlist, credits, MCP setup, and publish path.

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Builders use any email. Companies use a work email.

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Pick a stack, use credits, build with an agent, and publish proof.

Stack → credits → agent → proof

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Get a build planStack + credits
Observed tool evidenceSources labeled

Browse before you commit

7+ verified Tokens& builders rank first. Until then, dated GitHub interest fills the list; docs and low-volume saves do not rank tools.

Browse directory

Builder tools

Dated GitHub interest · measured Jun 26, 2026

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Community opportunities

Opportunities for your build.

Find tools, live events, and credits when they fit your build.

Browse credits/perksPublish shipped project
ToolsAPI + docsLangChainRAG Frameworks · public build evidenceBrowse tools
Hand off to agent
Agent context
Publish what shippedProject proof
Get a free stack

Company

Work email

Developer distribution you can measure, from first touch to pipeline.

Built for AI infrastructure, database, API, open-source, and developer-tool companies.

Reach developersEvents, credits, registries
Prove adoptionAuthorized usage
Qualify accountsPermitted context
Hand off revenueGoverned handoff
Start free company workspace
LangChain logo
LangChainRAG Frameworks · langchain.com
145,400 GitHub starsGitHub · checked Sep 1
Context7 logoContext7RAG Frameworks · context7.com61,500 GitHub starsGitHub · checked Sep 1
Hermes Agent logoHermes AgentAI Agents · hermes-agent.nousresearch.com203,205 GitHub starsGitHub · measured Jun 26, 2026
Langflow logoLangflowAgent Frameworks · langflow.org150,154 GitHub starsGitHub · measured Jun 28, 2026

Agent Skills

Installable agent workflows

Registry
AI-Q Blueprint deploymentNVIDIA · Cataloged Jul 18, 2026Source verifiedcuOpt installationNVIDIA · Cataloged Jul 18, 2026Source verifiedcuPyNumeric installationNVIDIA · Cataloged Jul 18, 2026Source verifiedEarth2Studio installationNVIDIA · Cataloged Jul 18, 2026Source verified

Credits & perks

Offers matched to a build

See credit paths
AnswerLens logoAnswerLens50% off the AnswerLens implementation reportStartup creditsKapso logoKapsoKapso free WhatsApp developer tierFree API creditsBright Data Web MCP logoBright Data Web MCPBright Data free Web MCP tierFree API creditsBrowser Use logoBrowser UseBrowser Use free cloud promptsFree API credits

Open a tool, copy an agent workflow, or claim a credit when it fits your build.

Explore public graph
Live events2 live
Open Model Hack - Gradient x Google DeepmindSan Francisco · hackathons, workshops, and demo rooms
Browse events
Credits & perksStartup creditsAnswerLensAnswerLens · 50% off the AnswerLens implementation reportBrowse public perks
Live builder eventsLive events·Open Model Hack - Gradient x Google Deepmind· San FranciscoTwilio Assemble SF: The Future of Comms + AI· San Francisco
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Public submission

Choose a project, tool, product, or perk path. Builder proof and company tracking stay separate.

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