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qianh/ai-mce

https://github.com/qianh/ai-mce · scanned 2026-06-15 23:43 UTC (2 months, 4 weeks ago)

59 raw signals (0 security + 59 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 4 weeks ago · v1 · 51 actionable findings from 1 signal source. 8 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Combined
66.8
/100
Security checks
67
0 findings
System graph
67
88.9% cov · 51 findings
Critical
0
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 13 Medium 10 Low 24 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 51 Crowd 0 Layer: Software 3 Frontend 2 Cicd 1 Quality 18 Security 1 Api 26
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Scan summary Repository scanned at 66.8/100 with 88.9% coverage. It contains 1128 nodes across 26 cross-layer flows, written primarily in mixed languages. Engine surfaced 59 findings — concentrated in api (26), quality (18), software (11). Risk profile is high: 0 critical, 13 high, 10 medium. Recommended next step: open the api layer findings first — that's where the highest-impact wins live.

Showing 44 of 51 actionable findings. 59 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high System graph api Wiring conf 1.00 Dangling fetch: DELETE /v1/captures/${encodeURIComponent(id)} (extension/src/lib/cloud-api.ts:143)
`extension/src/lib/cloud-api.ts:143` calls `DELETE /v1/captures/${encodeURIComponent(id)}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/captures/<p>` If this points at an external API, prefix it with `htt…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: DELETE /v1/captures/${id} (console/src/lib/api.ts:89)
`console/src/lib/api.ts:89` calls `DELETE /v1/captures/${id}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/captures/<p>` If this points at an external API, prefix it with `https://` so the matcher skips i…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/dev-creds (console/src/pages/Login.tsx:13)
`console/src/pages/Login.tsx:13` calls `GET /api/dev-creds` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/dev-creds` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /v1/captures/${encodeURIComponent(id)} (extension/src/lib/cloud-api.ts:140)
`extension/src/lib/cloud-api.ts:140` calls `GET /v1/captures/${encodeURIComponent(id)}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/captures/<p>` If this points at an external API, prefix it with `https:…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: GET /v1/captures/${id} (console/src/lib/api.ts:85)
`console/src/lib/api.ts:85` calls `GET /v1/captures/${id}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/captures/<p>` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: GET /v1/captures?${qs} (console/src/lib/api.ts:81)
`console/src/lib/api.ts:81` calls `GET /v1/captures?${qs}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/captures` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: POST /v1/auth/login (console/src/lib/api.ts:68)
`console/src/lib/api.ts:68` calls `POST /v1/auth/login` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/auth/login` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: POST /v1/auth/login (extension/src/lib/cloud-api.ts:112)
`extension/src/lib/cloud-api.ts:112` calls `POST /v1/auth/login` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/auth/login` If this points at an external API, prefix it with `https://` so the matcher skips …
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: POST /v1/auth/logout (extension/src/lib/cloud-api.ts:124)
`extension/src/lib/cloud-api.ts:124` calls `POST /v1/auth/logout` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/auth/logout` If this points at an external API, prefix it with `https://` so the matcher skip…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: POST /v1/auth/refresh (extension/src/lib/cloud-api.ts:118)
`extension/src/lib/cloud-api.ts:118` calls `POST /v1/auth/refresh` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/auth/refresh` If this points at an external API, prefix it with `https://` so the matcher sk…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: POST /v1/auth/register (extension/src/lib/cloud-api.ts:106)
`extension/src/lib/cloud-api.ts:106` calls `POST /v1/auth/register` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/auth/register` If this points at an external API, prefix it with `https://` so the matcher …
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: POST /v1/captures (extension/src/lib/cloud-api.ts:130)
`extension/src/lib/cloud-api.ts:130` calls `POST /v1/captures` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/captures` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchHelper:request
high System graph security auth conf 1.00 FastAPI POST `refresh` without auth dependency — api-server/app/routes/auth.py:45
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api-server/app/routes/auth.py:45 securityAuth fastapi unauth mutation
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — design/design-canvas.jsx:136
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — extension/src/lib/cloud-api.ts:90
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: console/CLAUDE.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
console/CLAUDE.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing license, ci. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
Repo hardeningGenerated repo pattern
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph quality Integrity conf 1.00 Frontend route `/capture/:id` has no Link/navigate to it — console/src/App.tsx
The route is registered but no `<Link to=…>` or `navigate(…)` in the codebase navigates here. Either it's reachable only via direct URL (intentional), it's dead, or the link broke during a refactor.
Orphan pageWiring
medium System graph cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `open_v2` in extension/src/db/worker.ts:32
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: current_user_id
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
api-server/app/routes/captures.py:14
low System graph software Dead code conf 1.00 5 occurrences Possibly dead Python function: downgrade
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
5 files, 5 locations
api-server/app/alembic/versions/0001_initial.py:73
api-server/app/alembic/versions/0002_fix_capture_dedup_key.py:30
api-server/app/alembic/versions/0003_add_message_count.py:28
api-server/app/alembic/versions/0004_add_session_id.py:37
api-server/app/alembic/versions/0005_profile_tables.py:41
low System graph software Dead code conf 1.00 5 occurrences Possibly dead Python function: upgrade
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
5 files, 5 locations
api-server/app/alembic/versions/0001_initial.py:19
api-server/app/alembic/versions/0002_fix_capture_dedup_key.py:19
api-server/app/alembic/versions/0003_add_message_count.py:19
api-server/app/alembic/versions/0004_add_session_id.py:22
api-server/app/alembic/versions/0005_profile_tables.py:33
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — console/server.ts:21
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — extension/index.ts:1
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph api Wiring conf 1.00 Unused endpoint: DELETE /{capture_id}
`api-server/app/routes/captures.py` declares `DELETE /{capture_id}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /
`api-server/app/routes/captures.py` declares `GET /` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /brief
`api-server/app/routes/profile.py` declares `GET /brief` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /claims
`api-server/app/routes/profile.py` declares `GET /claims` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /claims/{claim_id}/evidence
`api-server/app/routes/profile.py` declares `GET /claims/{claim_id}/evidence` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /dreams/latest
`api-server/app/routes/profile.py` declares `GET /dreams/latest` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /{capture_id}
`api-server/app/routes/captures.py` declares `GET /{capture_id}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /
`api-server/app/routes/captures.py` declares `POST /` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /backfill
`api-server/app/routes/profile.py` declares `POST /backfill` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /calibrations
`api-server/app/routes/profile.py` declares `POST /calibrations` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /login
`api-server/app/routes/auth.py` declares `POST /login` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /logout
`api-server/app/routes/auth.py` declares `POST /logout` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /refresh
`api-server/app/routes/auth.py` declares `POST /refresh` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /register
`api-server/app/routes/auth.py` declares `POST /register` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph quality Complexity conf 1.00 Very large file: design/design-canvas.jsx (974 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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