Provides deterministic local development tools over stdio MCP, including repository mapping, code review, secret and dependency scanning, release checks, whitelisted checks, scaffolding, and workflow state tracking.
Exposes 11 agent-native QA tools over stdio so coding agents can discover a project, analyze risk, select the smallest relevant test set, generate and dry-run tests, triage failures, propose tiered heals, analyze flakes, generate quality reports, and evaluate release readiness. Planning and healing tools stay read-only or propose-only, while execution defaults to dry-run, keeping agent actions safe and evidence-backed.
Exposes read-only local analysis tools for source auditing, web traffic review, binary reverse engineering, exploit scaffolding, OSINT, and reporting via JSON-RPC over stdio, enabling LLMs to orchestrate evidence-based security workflows without executing targets or sending network requests.
Exposes code-review and issue-triage tools to AI assistants over stdio, letting them evaluate unified pull-request diffs for maintainer remarks, slice diffs into categorized AST hunks, and classify GitHub issues by priority while synthesizing minimal reproduction stubs.
Enables local tool calling over Model Context Protocol via stdio, providing deterministic tools such as calc.add, text.word_count, and text.summarize_naive after JSON-RPC handshake and discovery.