AI Repository Intelligence

Understand your codebase instantly.

Connect any GitHub repository, index files in the background, and ask grounded questions with source code citations instead of hallucinated answers.

repo: acme/payments-api
Ready

User Question

Where does the API decide whether a private repository can be indexed?

Monocle Assistant100% Grounded

The private repository path checks organization membership first, then validates the optional token before the indexing job is queued in BullMQ.

apps/api/repos/access.ts:58workers/indexing/enqueue.ts:21
const allowed = await canIndexRepo({ userId, repoId }); if (!allowed) return forbidden();
Capabilities

Built for engineers reading unfamiliar systems.

Zero hallucination, grounded file citations, and commit intelligence at your fingertips.

Semantic Vector Search

Find concepts across files, packages, and historical commits using pgvector cosine similarity without guessing exact file names.

Streaming AI Chat

Ask natural questions and watch token-by-token streaming answers form with direct citations linked to exact line numbers.

Commit Intelligence

Review AI-generated summaries of git diffs with author, timestamp, hash, and affected component signals.

Async Queue Indexing

Repository ingestion runs in the background powered by BullMQ & Redis. Track pending, indexing, and ready states live.

Security & Scope Control

Private repo access is verified with read-only scoped tokens. Token handling is transparent and never stored insecurely.

Type-Aware Code Context

Code blocks preserve syntax, file paths, and implementation context ready for instant copy-paste into your editor.

Workflow

Three steps from URL to complete codebase clarity.

01

Connect Repository

Paste any public GitHub repository URL or supply a fine-grained token for private repositories.

02

Zero-Cost AST Embedding

Files are filtered, parsed, and embedded into 768-dim vectors using pgvector without burning text generation quota.

03

Ask & Explore

Ask complex architectural questions and receive cited answers, commit summaries, and code explanations.

Pricing

Plans plus credit packs, transparent & simple.

Solo Developer

For developers evaluating unfamiliar repositories.

Free Trial

  • 100 Free Credits on signup
  • Public & private repos
  • Streaming AI chat & citations
Start Free Trial
Most Popular

Team Pro

For engineering teams sharing repository intelligence.

₹999 /pack

  • 150 Additional Indexing Credits
  • Shared team saved questions
  • Priority BullMQ processing
  • Instant commit diff summaries
Get Team Pro

Enterprise Monorepo

For large monorepos with 1,000+ files and audit sprints.

₹2,499

  • 500 Enterprise Credits
  • Dedicated vector namespace
  • Custom rate limit ceiling
Buy Enterprise Pack

Start with your first repository today.

Connect, index, ask questions, and keep the answers worth returning to.

Get Started Free