AI Driven Dev / Agent access
This page exposes the same facts and limitations as the human homepage. AI Driven Dev is a Codefrost decision guide, not an independent product-review directory.
MCP URL: https://aidrivendev.com/mcp. Public, stateless Streamable HTTP. POST with Content-Type: application/json and Accept: application/json, text/event-stream. No authentication or session ID. GET/SSE subscriptions and batch requests are not supported.
Tools: get_aidrivendev_ecosystem (empty object) and recommend_aidrivendev_next_step (task, app_stage, assistance). Both return read-only data without navigation or submission.
{
"type": "object",
"additionalProperties": false,
"required": [
"task",
"app_stage",
"assistance"
],
"properties": {
"task": {
"type": "string",
"enum": [
"specify",
"own_code",
"validate_changes",
"connect_tools",
"fix_or_launch",
"ongoing_support",
"clarify_brief",
"learn",
"unsure"
]
},
"app_stage": {
"type": "string",
"enum": [
"idea",
"prototype",
"prelaunch",
"live"
]
},
"assistance": {
"type": "string",
"enum": [
"self_service",
"engineering_help",
"either"
]
}
}
}{"task":"validate_changes","app_stage":"prototype","assistance":"either"}Explicit tasks take precedence. Engineering-help preferences route planning/code ownership to scoping and validation/integrations to workflow engineering. If unsure, stage selects planning, validation, launch review, or ongoing support. Unavailable entries have no executable link.
Checking browser tool support…
Reviewed snapshot imported 2026-09-21T02:28:09.911Z from published-registry. Source: https://www.codefrost.dev/api/v1/ecosystem. Source revision: 1eee152d25737c182d2053e145f078e3f097aff1a61ecaa576a363a9ca8dd4c9. Developer catalog revision: e7ac02d4bdb47b55ddb1fdebffc81ec3e697790a7d2568bd55707de6beb14b53. This is not a live provider availability check.
Choose a task and context. This uses published rules and a reviewed catalog; it does not inspect your app or send a request to a provider.
I need to define what to build
A private professional-grade specification system for AI-assisted development. Generate implementation-ready specs with multi-provider LLM support, structured output, and export to development tools.
I need my Bolt project in GitHub
A Chrome extension that bridges AI-powered code generation (Bolt.new) with professional version control. Automatically capture and push projects to GitHub repositories, manage branches, and sync private repos — all from your browser.
I need to check what my coding agent changed
A methodology and toolchain for disciplined AI coding agents. MAID Runner uses native TDD, real red evidence, living validated manifests, phase-specific skills, independent review, and repository learning from recorded outcomes. Includes CLI, VS Code extension, LSP server, and MCP integration.
My agent needs access to another tool
Explore MCP servers for local search, audio generation, and MAID Runner workflows, with setup instructions and permission requirements.
My app is stuck or nearly ready to launch
A technical safety net for founders preparing AI-built apps for real users, payments, or private data. Get a production-readiness audit, evidence-backed findings, launch blockers, remediation roadmap, and optional implementation.
My app is live and I need technical backup
Keep building while a senior engineer helps with difficult bugs, risky changes, and production maintenance within an agreed monthly scope.
I need to clarify a client's brief before quoting
Identify unanswered questions, conflicting requirements, and assumptions before committing to delivery.
Editorial briefs only. Unpublished examples remain disabled until artifacts exist.
From a rough idea to an implementation brief
Status: Coming soon. Some steps are manual. This does not claim automatic ArchSpec-to-MAID conversion.
From an AI-generated change to reviewable evidence
Status: Coming soon. A passing test count is not comprehensive correctness.
From a working prototype to a supportable application
Status: Coming soon. Label synthetic work as an "Illustrative example", not a client result.
Codex Reset Watch: Public reset signals and unofficial predictions; consult the stated limitations.
Public destination available. No paid or privileged predictions. Not an official prediction service.
https://reset.aidrivencoder.com/Receive selected guides, worked examples, and updates to the tools you choose to follow.