Turn API docs into endpoint maps, auth setup, demo ideas, and build-ready prompts.

Status
In Progress
Tier
Free
Platform
Web
Host
demoforge.developersdigest.tech
Replit migration status
Planned subdomain reserved. Launch stays disabled until Coolify deploy, DNS, auth, and health checks are wired.
Turn API docs into endpoint maps, auth setup, demo ideas, and build-ready prompts. Built and maintained by Developers Digest, Docs To Demo is part of a larger ecosystem of 91 AI agent tools, Claude Code tools, MCP servers, and developer agents.
The Program-as-Weights paper is a useful signal for developers: some LLM calls may move from per-request API prompts into compact local artifacts that behave like reusable fuzzy functions.
Everything developers need to migrate from Sonnet 4.6 to Sonnet 5 - three breaking API changes, the new effort parameter, tokenizer impact, and when to use each effort level. Verified against Anthropic's official docs on July 4, 2026.
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Skills, files, memory, and generation do not need four integrations. They need one MCP endpoint with tiered disclosure, one API key that scopes everything to its owner, and one credit balance. The same tools answer to an MCP client, an in-product chat, and a CLI. Here is the whole architecture, and why it is the shape that makes a fleet of agents coherent.
Every coding agent in one window. Stop alt-tabbing between Claude, Codex, and Cursor.
See exactly what your agent did, locally. No cloud, no signup.
One CLI to install, configure, and update every DD tool.
Turn a one-liner into a working Claude Code skill. From idea to installed in a minute.