{"id":"patricksys-codebase-context","name":"codebase-context","af_score":65.2,"security_score":37.2,"reliability_score":42.5,"what_it_does":"codebase-context is a local-first MCP server/CLI that helps AI agents understand a codebase by performing hybrid search over indexed code, detecting team coding patterns/conventions (including golden files and trend signals), persisting “team memory” extracted from git commits/recorded decisions, and performing edit preflight checks with a decision card to indicate readiness/coverage gaps before code changes.","best_when":"Used locally by trusted developers/agents to index and retrieve from a single team codebase (or a small set of repos) while preserving privacy and consistency with team conventions.","avoid_when":"Avoid exposing the HTTP mode to untrusted networks/clients without additional network controls; also avoid when you need guaranteed governance/compliance evidence beyond what the decision card provides.","last_evaluated":"2026-03-30T15:26:58.278111+00:00","has_mcp":true,"has_api":true,"auth_methods":[],"has_free_tier":false,"known_gotchas":["HTTP mode at localhost may be reachable by multiple clients; without documented auth, restrict network exposure","Index freshness depends on refresh_index/incremental updates; stale index may cause confusing results","When multiple projects are configured and active project is ambiguous, responses require an agent retry using availableProjects/selection paths"],"error_quality":0.0}