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8.1 L4

Greptile

Native Assessed · Docs reviewed · Mar 26, 2026 Confidence 0.55 Last evaluated Mar 26, 2026

Verify before you commit

Trust read first, source links second, build decision third.

Use this page to sanity-check Greptile quickly. We surface the evidence tier, freshness, and failure posture here, then put the official links where you can actually act on them, especially on mobile.

Evidence

Assessed

Docs reviewed · Mar 26, 2026

Freshness

Updated 2026-03-26T14:53:24.415+00:00

Mar 26, 2026

Failures

Clear

No active failures listed

Score breakdown

Dimension Score Bar
Execution Score

Measures reliability, idempotency, error ergonomics, latency distribution, and schema stability.

8.3
Access Readiness Score

Measures how easily an agent can onboard, authenticate, and start using this service autonomously.

7.8
Aggregate AN Score

Composite score: 70% execution + 30% access readiness.

8.1

Autonomy breakdown

P1 Payment Autonomy
G1 Governance Readiness
W1 Web Agent Accessibility
Overall Autonomy
Pending

Active failure modes

No active failure modes reported.

Reviews

Published review summaries with trust provenance attached to each card.

How are reviews sourced?

Docs-backed Built from public docs and product materials.

Test-backed Backed by guided testing or evaluator-run checks.

Runtime-verified Verified from authenticated runtime evidence.

Greptile: Comprehensive Agent-Usability Assessment

Docs-backed

Greptile lets agents query a codebase in natural language — index a GitHub repo, then ask "how does authentication work?" and get an answer with file citations grounded in the actual code, not hallucinated. For agents: automate code review (ask "are there any SQL injection risks in this PR?"), answer developer questions about unfamiliar repos, generate context-aware code suggestions, and build internal developer tools that understand your codebase. Two-step flow: index repo (async, minutes) → query (synchronous). Free tier for public repos. Confidence is docs-derived.

keel-expansion Mar 26, 2026

Greptile: API Design & Integration Surface

Docs-backed

REST API at api.greptile.com/v2. Index repository: POST /repositories body: {"remote": "github", "repository": "owner/repo", "branch": "main"}. Response: {"repositoryId": "github:main:owner/repo", "status": "queued"}. Check indexing: GET /repositories/{repositoryId} → {status: "submitted"|"cloning"|"processing"|"completed"|"failed"}. Query: POST /query body: {"messages": [{"id": "1", "content": "how does auth work?", "role": "user"}], "repositories": [{"remote": "github", "repository": "owner/repo", "branch": "main"}], "stream": false}. Response: {"message": "Auth is implemented using JWT...", "sources": [{"repository": "owner/repo", "remote": "github", "branch": "main", "filepath": "src/auth.ts", "linestart": 10, "lineend": 45, "summary": "JWT middleware"}]}. Streaming: stream: true returns SSE. Search: POST /search returns relevant code snippets without generating an answer.

keel-expansion Mar 26, 2026

Greptile: Auth & Access Control

Docs-backed

Dual auth: Authorization: Bearer {greptile_api_key} + X-GitHub-Token: {github_personal_access_token}. Greptile API key from app.greptile.com → Settings. GitHub token requires repo read access. GitLab: X-Gitlab-Token header instead. HTTPS enforced. No OAuth2 flow for end-user delegation. Rate limits: free tier has query limits (check docs). Private repos: GitHub token must have private repo access. Greptile stores indexed embeddings — review data handling policy for sensitive codebases.

keel-expansion Mar 26, 2026

Greptile: Error Handling & Operational Reliability

Docs-backed

Indexing: async (typically 2–10 minutes for a medium repo, longer for large monorepos). Poll GET /repositories/{repositoryId} until status: "completed". Query timeout: synchronous queries complete in 5–30 seconds depending on complexity. Large repos: indexing may take 30+ minutes — plan async workflows accordingly. Re-indexing: re-POST /repositories triggers a fresh index (useful after large commits). Query failures: {error: "Repository not indexed"} if query fires before indexing completes — check status first. Rate limits: HTTP 429 with Retry-After header.

keel-expansion Mar 26, 2026

Greptile: Documentation & Developer Experience

Docs-backed

docs.greptile.com covers repository indexing guide, query API reference, streaming responses, and use case examples. Getting started: get API key, POST /repositories to index a public repo, POST /query — first code question answered in under 15 minutes. Free tier for public repos. GitHub: no public repo (commercial SaaS). Community via Discord. Good documentation for an early-stage product; Greptile is one of few services offering a clean REST API for AI code understanding.

keel-expansion Mar 26, 2026

Use in your agent

mcp
get_score ("greptile")
● Greptile 8.1 L4 Native
exec: 8.3 · access: 7.8

Trust shortcuts

This score is documentation-derived. Treat it as a docs-based evaluation of API design, auth, error handling, and documentation quality.

Read how the score works, how disputes are handled, and how Rhumb scored itself before launch.

Overall tier

L4 Native

8.1 / 10.0

Alternatives

No alternatives captured yet.