Workshop · In internal pilot

php.ms: Code intelligence via MCP

A remotely operated code-intelligence server that indexes source code, history, documentation and business context and makes them available to AI tools through MCP.

Experiment status: In internal pilot
Area of inquiry: A live memory for codebases
Outcome: Potential product path

What are we trying to find out?

Can an AI tool understand a large codebase precisely without relying on outdated summaries or opaque model memory?

Why does this matter to us?

Code, architectural decisions, tickets and documentation change continuously. Conventional context windows see only fragments and lose both history and the exact relationship to a commit.

What did we build?

A SHA-anchored live index combines exact symbols, a code graph and semantic search. Git webhooks update only affected parts; MCP supplies source code and evidence to Claude Code, Codex, Cursor and other clients.

Where does the experiment stand?

Indexing, GitHub integration, history, MCP, OAuth, tenant isolation, connectors, backups and the operations interface are implemented and covered by automated checks. The real operator pilot is still pending.

What happens next?

Connect a real twopeaks repository in production, evaluate the most important questions against real codebases and then decide on initial customer access.

Technologies and topics

Laravel
MCP
PostgreSQL
pgvector
Tree-sitter
GitHub