Repository aware
The GitHub App receives repository webhooks and refreshes code chunks after pushes and pull requests.
How it works
From repository events to searchable memory
Vector memory on YDB
Chunks, embeddings, GitHub metadata, and search payloads live in YDB-backed Qdrant-compatible storage.
Agent ready MCP
Coding agents call one hosted MCP endpoint and search by owner, repository, and natural language query.
Public beta shape
Built for narrow access and cost control
Least privilege
GitHub permissions are scoped to metadata, contents, pull requests, and checks for installed repositories.
Token control
MCP tokens are shown once, stored as hashes, and can be revoked from the dashboard.
Hosted beta
Public beta quotas limit repository count, indexed chunks, and daily searches.