Agents need better source judgment.
AI coding agents can move quickly, but source selection is often fragile. A wrong package, stale API reference, unofficial example, or over-permissioned tool can create risk before implementation even starts.
Source intelligence for AI-assisted development.
Brainn.dev develops tools that help AI coding agents make better source decisions before they write code. The first product is RegistryRouter MCP, a source-routing interface for registries, documentation, package indexes, marketplaces, and policy-controlled systems.
RegistryRouter routes agents to trusted sources.
Given a task, stack, and constraints, RegistryRouter classifies the work, recommends authoritative sources, applies policy, and returns a preflight report with risks and approval gates.
Principles
Built around trust, authority, and review.
Prefer official sources
Official docs, package indexes, registries, marketplaces, and internal catalogs should outrank random snippets and stale tutorials.
Separate discovery from execution
Finding a candidate is not the same as installing it, granting access, or changing production infrastructure.
Make approval explicit
Payments, auth, production infra, private code, secrets, and broad data access should trigger clear human approval gates.
Product direction
From reference atlas to agent-facing interface.
Brainn.dev starts with a structured registry atlas and exposes that knowledge through RegistryRouter MCP. The longer-term direction is a source-intelligence layer that can support local agents, team policies, private catalogs, and API-based integrations.
Registry Atlas
A curated map of registries, docs, catalogs, package indexes, marketplaces, and risk checks across the software stack.
RegistryRouter MCP
An agent-facing interface for classifying tasks, resolving trusted sources, applying policy, and generating preflight reports.
Policy-aware routing
A framework for approved sources, blocked tools, human approval gates, and organization-specific implementation rules.
Contact: early-access and pilot inquiries will be available through hello@brainn.dev once email forwarding is configured.
Support independent development: help fund continued work on RegistryRouter and Brainn.dev through Buy Me a Coffee.