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mongodb/docs

https://github.com/mongodb/docs · scanned 2026-06-05 17:10 UTC (4 days, 22 hours ago) · 10 languages

300 findings 11/13 scanners ran 24th percentile · Javascript · large (100-500K LoC)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

95 actionable findings from 1 signal source. 181 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

Combined
68.3
/100
Security checks
68
95 findings
System graph
—
—% cov · 0 findings
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 40.0 0.15 6.00
security_score 100.0 0.25 25.00
testing_score 46.0 0.20 9.20
documentation_score 50.0 0.15 7.50
practices_score 76.0 0.15 11.40
code_quality 57.0 0.10 5.70
Overall 1.00 64.8
security_score may be inflated — optional security scanners were skipped on this fast scan
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 28 Medium 9 Low 10 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 95 System graph 0 Crowd 0 Layer: Software 10 Quality 57 Security 17 Cicd 11

Showing 43 of 95 actionable findings. 276 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 Security checks quality Quality conf 1.00 ✓ Repobility 20 occurrences [MINED107] Missing import: `os` used but not imported: The file uses `os.something(...)` but never imports `os`. This raises NameError at runtime the first time the line executes.
Add `import os` at the top of the file.
12 files, 14 locations
content/pymongo-driver/current/source/includes/cursors/tailable-cursor.py:17, 36 (2 hits)
content/pymongo-driver/upcoming/source/includes/cursors/tailable-cursor.py:17, 36 (2 hits)
content/manual/manual/source/includes/queryable-encryption/tutorials/automatic/aws/named-kms/named-kms.py:3
content/manual/manual/source/includes/queryable-encryption/tutorials/automatic/azure/named-kms/named-kms.py:3
content/manual/manual/source/includes/queryable-encryption/tutorials/automatic/gcp/named-kms/named-kms.py:3
content/manual/manual/source/includes/queryable-encryption/tutorials/automatic/kmip/named-kms/named-kms.py:3
content/manual/upcoming/source/includes/queryable-encryption/tutorials/automatic/aws/named-kms/named-kms.py:3
content/manual/upcoming/source/includes/queryable-encryption/tutorials/automatic/azure/named-kms/named-kms.py:3
low Security checks cicd CI/CD security conf 0.35 ✓ Repobility 25 occurrences Workflow references repository secrets in a pull_request workflow
Fork pull_request runs do not receive normal repository secrets on GitHub Actions. Review this as a reliability/intent signal, not as direct fork-secret exfiltration. Raise severity only for pull_request_target or another trusted-context path that runs untrusted PR code with secrets.
12 files, 25 locations
content/app-services/.github/workflows/test-data-api.yml:24, 25, 47, 48, 70, 71 (6 hits)
content/java/current/.github/workflows/osiris-subpar-coverage.yml:21, 32, 56 (3 hits)
content/java/upcoming/.github/workflows/osiris-subpar-coverage.yml:21, 32, 56 (3 hits)
.github/workflows/build-bump-rm-api.yml:34, 48 (2 hits)
.github/workflows/platform-ci.yml:54, 55 (2 hits)
content/app-services/.github/workflows/generate-bump-pages-openapi-admin-v3.yml:34, 48 (2 hits)
content/app-services/.github/workflows/generate-bump-pages-openapi-data-api.yml:34, 48 (2 hits)
.github/workflows/go-sdk-examples-unit-tests.yml:55
CI/CD securityworkflow secretsGitHub Actions
high Security checks software dependencies conf 0.90 ✓ Repobility 3 occurrences [MINED118] Dockerfile FROM `node:20-alpine` not pinned by digest: `FROM node:20-alpine` resolves the tag at build time. The registry CAN re-push a different image for the same tag, so every build is potentially different. Production images should pin to `image@sha256:...` for reproducibility + supply-chain integrity.
Replace with: `FROM node:20-alpine@sha256:<digest>`. Get the digest from `docker manifest inspect`. Re-pin via a scheduled bot (Renovate, Dependabot).
3 files, 3 locations
code-example-tests/openapi/Dockerfile:1
content/realm/.github/actions/push-to-artifact-repo/Dockerfile:1
platform/tools/cdnLogParser/Dockerfile:1
high Security checks software dependencies conf 0.90 ✓ Repobility 3 occurrences [MINED121] requirements.txt installs from `http://<opsmanagerhost>:8090/health...` (git/URL): Pip requirement points to a VCS URL or direct download. Bypasses PyPI's integrity check + scanning. If the host or branch tip changes, the next `pip install` pulls a different package — no diff visible to reviewers.
Publish to PyPI (private if needed) and reference by version. If that's not feasible, lock to a commit SHA via `package @ git+https://...@<sha>` and verify in CI.
3 files, 3 locations
content/ops-manager/current/source/includes/requirements-network-ports.rst:73
content/ops-manager/upcoming/source/includes/requirements-network-ports.rst:73
content/ops-manager/v7.0/source/includes/requirements-network-ports.rst:73
high Security checks software dependencies conf 0.90 ✓ Repobility [MINED134] Binary file `content/kotlin/current/examples/gradle/wrapper/gradle-wrapper.jar` committed in source repo: `content/kotlin/current/examples/gradle/wrapper/gradle-wrapper.jar` is a .jar binary (60,756 bytes) committed to a repo that otherwise has 23216 source files. Trojan binaries inside otherwise-normal source repos are a known supply-chain attack: a compromised dependency or PR slips in a binary that gets executed by build scripts.
Audit the binary's provenance. If it's vendored library code, document it in a VENDORED.md. If it's a build artifact, add the extension to .gitignore and rebuild from source.
content/kotlin/current/examples/gradle/wrapper/gradle-wrapper.jar:1
high Security checks software dependencies conf 0.90 ✓ Repobility [MINED134] Binary file `content/kotlin/upcoming/examples/gradle/wrapper/gradle-wrapper.jar` committed in source repo: `content/kotlin/upcoming/examples/gradle/wrapper/gradle-wrapper.jar` is a .jar binary (60,756 bytes) committed to a repo that otherwise has 23216 source files. Trojan binaries inside otherwise-normal source repos are a known supply-chain attack: a compromised dependency or PR slips in a binary that gets executed by build scripts.
Audit the binary's provenance. If it's vendored library code, document it in a VENDORED.md. If it's a build artifact, add the extension to .gitignore and rebuild from source.
content/kotlin/upcoming/examples/gradle/wrapper/gradle-wrapper.jar:1
high Security checks security Secret conf 1.00 [SEC061] JWT in source: Three-part JWT (likely signed token). Even if expired, may leak structure or claims. Ported from gitleaks jwt (MIT).
If the JWT is live, invalidate by rotating the signing key. Move tokens out of source.
content/app-services/source/data-api/snippets/custom-endpoints.snippet.auth-jwtTokenString.sh:4
low Security checks security Injection conf 1.00 [SEC103] LDAP injection — non-constant search filter: User input concatenated into an LDAP search filter. Attackers inject `*)(uid=*` style payloads to bypass auth or enumerate accounts.
Escape with javax.naming.ldap.Rdn.escapeValue or equivalent. For python-ldap, use ldap.filter.escape_filter_chars. Better: use parameterized search APIs (Spring LdapTemplate filter encoders).
.github/agents/atlas-release-notes/fetch_aha_features.py:75
high Security checks security auth conf 0.78 Consent is collected in UI without visible backend audit persistence
Persist consent as a backend record with subject, actor, purpose, scope, legal text version, timestamp, IP address, user agent, and revocation state.
content/table-of-contents/L2-data/on-prem.ts:1384
high Security checks cicd CI/CD security conf 0.92 Docker build context is very large
Shrink the build context with .dockerignore, move generated/runtime data outside the build context, and copy only the manifest files needed for cached dependency layers.
.dockerignore CI/CD securitycontainers
high Security checks cicd CI/CD security conf 0.92 Dockerfile copies the entire context without .dockerignore
Create .dockerignore before using broad context copies, or copy only the required files and directories.
platform/tools/cdnLogParser/Dockerfile:16 CI/CD securitycontainers
low Security checks cicd CI/CD security conf 0.90 ✓ Repobility 8 occurrences GitHub Action is tag-pinned rather than SHA-pinned
[MINED115] Action `actions/checkout` pinned to mutable ref `@v4`: `uses: actions/checkout@v4` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lo…
6 files, 8 locations
content/mongoid/current/.github/workflows/vale-tdbx.yml:13, 24 (2 hits)
content/mongoid/upcoming/.github/workflows/vale-tdbx.yml:13, 24 (2 hits)
content/mongoid/current/.github/workflows/add-netlify-links.yml:15
content/mongoid/upcoming/.github/workflows/add-netlify-links.yml:15
content/node/v6.x/.github/workflows/add-netlify-links.yml:15
content/node/v6.x/.github/workflows/copy-compat-to-docs-shared.yml:21
CI/CD securitySupply chainGitHub Actions
high Security checks cicd CI/CD security conf 0.90 ✓ Repobility 7 occurrences GitHub Action is tag-pinned rather than SHA-pinned
[MINED115] Action `actions/checkout` pinned to mutable ref `@master`: `uses: actions/checkout@master` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit …
5 files, 7 locations
content/mongodb-vscode/.github/workflows/vale-tdbx.yml:16, 24 (2 hits)
content/node/v6.x/.github/workflows/vale-tdbx.yml:13, 27 (2 hits)
content/mongoid/current/.github/workflows/add-netlify-links.yml:52
content/mongoid/upcoming/.github/workflows/add-netlify-links.yml:52
content/node/v6.x/.github/workflows/add-netlify-links.yml:52
CI/CD securitySupply chainGitHub Actions
medium Security checks cicd CI/CD security conf 0.90 ✓ Repobility 10 occurrences GitHub Action is tag-pinned rather than SHA-pinned
[MINED115] Action `masesgroup/retrieve-changed-files` pinned to mutable ref `@v2`: `uses: masesgroup/retrieve-changed-files@v2` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos…
6 files, 10 locations
content/mongodb-vscode/.github/workflows/vale-tdbx.yml:19, 37 (2 hits)
content/mongoid/current/.github/workflows/vale-tdbx.yml:19, 36 (2 hits)
content/mongoid/upcoming/.github/workflows/vale-tdbx.yml:19, 36 (2 hits)
content/node/v6.x/.github/workflows/vale-tdbx.yml:22, 40 (2 hits)
content/mongoid/current/.github/workflows/backport.yml:24
content/mongoid/upcoming/.github/workflows/backport.yml:24
CI/CD securitySupply chainGitHub Actions
medium Security checks security auth conf 0.92 [AUC001] No Repobility access matrix policy found: The repository uses web/API frameworks but does not define .repobility/access.yml or equivalent authorization documentation.
Add .repobility/access.yml mapping routes to anonymous, authenticated, owner, admin, and super_admin. Keep business-specific rules in the repo so CI can enforce them.
high Security checks security auth conf 0.74 [AUC002] Low visible authorization coverage in route inventory: Only 21.9% of discovered routes show nearby authentication, authorization, middleware, or public-route evidence.
Review the access matrix and add explicit framework auth declarations or policy-file exceptions for intentionally public routes.
high Security checks security auth conf 0.66 [AUC004] Admin route does not show super_admin separation: An administrative route was detected without nearby evidence that platform super_admin access is separated from tenant/application admin access. Endpoint: ANY /admin/.
Define whether this endpoint is admin-only or super_admin-only, then enforce that distinction in code and .repobility/access.yml.
content/django-mongodb/upcoming/source/includes/qe/django_qe/django_qe/urls.py:21
high Security checks security auth conf 0.66 [AUC004] Admin route does not show super_admin separation: An administrative route was detected without nearby evidence that platform super_admin access is separated from tenant/application admin access. Endpoint: ANY /blog/.
Define whether this endpoint is admin-only or super_admin-only, then enforce that distinction in code and .repobility/access.yml.
content/django-mongodb/upcoming/source/includes/qe/django_qe/django_qe/urls.py:15
high Security checks security auth conf 0.68 [AUC009] Sensitive function route lacks elevated authorization evidence: A route appears to perform a sensitive function such as export, invite, role, token, billing, or destructive action without elevated policy evidence. Endpoint: GET /banners/route.
Require an explicit admin, maintainer, super_admin, or scoped service role in code and .repobility/access.yml.
platform/docs-nextjs/src/app/api/banners/route.ts:21
high Security checks security auth conf 0.68 [AUC009] Sensitive function route lacks elevated authorization evidence: A route appears to perform a sensitive function such as export, invite, role, token, billing, or destructive action without elevated policy evidence. Endpoint: GET /inventory/:...path/route.
Require an explicit admin, maintainer, super_admin, or scoped service role in code and .repobility/access.yml.
platform/docs-nextjs/src/app/api/inventory/[...path]/route.ts:7
high Security checks security auth conf 0.68 [AUC009] Sensitive function route lacks elevated authorization evidence: A route appears to perform a sensitive function such as export, invite, role, token, billing, or destructive action without elevated policy evidence. Endpoint: GET /markdown/:...path/route.
Require an explicit admin, maintainer, super_admin, or scoped service role in code and .repobility/access.yml.
platform/docs-nextjs/src/app/api/markdown/[...path]/route.ts:19
high Security checks security auth conf 0.68 [AUC009] Sensitive function route lacks elevated authorization evidence: A route appears to perform a sensitive function such as export, invite, role, token, billing, or destructive action without elevated policy evidence. Endpoint: GET /offline-download/route.
Require an explicit admin, maintainer, super_admin, or scoped service role in code and .repobility/access.yml.
platform/docs-nextjs/src/app/api/offline-download/route.ts:6
high Security checks security auth conf 0.68 [AUC009] Sensitive function route lacks elevated authorization evidence: A route appears to perform a sensitive function such as export, invite, role, token, billing, or destructive action without elevated policy evidence. Endpoint: GET /products/route.
Require an explicit admin, maintainer, super_admin, or scoped service role in code and .repobility/access.yml.
platform/docs-nextjs/src/app/api/products/route.ts:16
high Security checks security auth conf 0.68 [AUC009] Sensitive function route lacks elevated authorization evidence: A route appears to perform a sensitive function such as export, invite, role, token, billing, or destructive action without elevated policy evidence. Endpoint: GET /search-mapping/route.
Require an explicit admin, maintainer, super_admin, or scoped service role in code and .repobility/access.yml.
platform/docs-nextjs/src/app/api/search-mapping/route.ts:17
high Security checks security auth conf 0.68 [AUC009] Sensitive function route lacks elevated authorization evidence: A route appears to perform a sensitive function such as export, invite, role, token, billing, or destructive action without elevated policy evidence. Endpoint: POST /documents/route.
Require an explicit admin, maintainer, super_admin, or scoped service role in code and .repobility/access.yml.
platform/docs-nextjs/src/app/api/documents/route.ts:10
high Security checks security auth conf 0.68 [AUC009] Sensitive function route lacks elevated authorization evidence: A route appears to perform a sensitive function such as export, invite, role, token, billing, or destructive action without elevated policy evidence. Endpoint: POST /feedback-interaction/route.
Require an explicit admin, maintainer, super_admin, or scoped service role in code and .repobility/access.yml.
platform/docs-nextjs/src/app/api/feedback-interaction/route.ts:42
medium Security checks quality Quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `measure_latency_with_varying_topk` (list): `def measure_latency_with_varying_topk(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def measure_latency_with_varying_topk(x=None): x = x or []`
content/vector-search/source/includes/auto-quantization-tutorial/code-snippets/latency-function.py:1
medium Security checks software dependencies conf 0.90 ✓ Repobility 24 occurrences [MINED124] requirements.txt: `Accessible Addresses and Ports` has no version pin: Unpinned pip requirement means every fresh install may resolve a different version. Newer releases can introduce malicious code (typosquats, account compromises). Reproducible installs need exact pins.
Replace `Accessible Addresses and Ports` with `Accessible Addresses and Ports==<version>` and manage upgrades through PRs / Dependabot.
4 files, 24 locations
ext-source/docs-notebooks/voyageai/apps/rag-with-mongodb/requirements.txt:1, 2, 3, 4, 5, 6, 7, 8, +1 more (9 hits)
ext-source/docs-notebooks/voyageai/apps/rag-in-memory/requirements.txt:1, 2, 3, 4, 5, 6, 7, 8 (8 hits)
content/cloud-manager/source/includes/requirements-cloud-firewall-settings.rst:1, 2, 4, 6 (4 hits)
requirements.txt:1, 2, 3 (3 hits)
medium Security checks software dependencies conf 0.90 ✓ Repobility [MINED124] requirements.txt: `The agents connect to |mms| on port ``443``. Whether you provision` has no version pin: Unpinned pip requirement means every fresh install may resolve a different version. Newer releases can introduce malicious code (typosquats, account compromises). Reproducible installs need exact pins.
Replace `The agents connect to |mms| on port ``443``. Whether you provision` with `The agents connect to |mms| on port ``443``. Whether you provision==<version>` and manage upgrades through PRs / Dependabot.
content/cloud-manager/source/includes/requirements-cloud-firewall-settings.rst:9
low Security checks quality Error handling conf 0.55 ✓ Repobility 16 occurrences Broad exception handler needs review
This handler catches Exception/BaseException. It is actionable when it swallows errors without logging, re-raising, or returning a structured error. Handlers that intentionally convert exceptions into typed error results should not be treated as high risk.
10 files, 16 locations
code-example-tests/python/pymongo/utils/comparison/expect.py:647, 753, 823 (3 hits)
code-example-tests/python/pymongo/utils/comparison/parser.py:796, 803, 909 (3 hits)
code-example-tests/python/pymongo/utils/comparison/comparison.py:348, 465 (2 hits)
content/atlas/source/includes/ai-integrations/langgraph/python/config.py:52, 68 (2 hits)
code-example-tests/python/pymongo/utils/comparison/arrays.py:122
code-example-tests/python/pymongo/utils/comparison/normalize.py:283
content/atlas/source/includes/ai-integrations/langgraph/python/agent.py:111
content/atlas/source/includes/ai-integrations/vertex-ai/main.py:128
Error handlingquality
medium Security checks cicd CI/CD security conf 0.90 Docker build context has no .dockerignore
Add .dockerignore with at least .git, .env, private keys, dependency folders, build outputs, and local databases.
.dockerignore CI/CD securitycontainers
high Security checks cicd CI/CD security conf 0.82 Docker final stage has no non-root USER
Add a non-root USER in the final runtime stage after files and permissions are prepared.
platform/tools/cdnLogParser/Dockerfile:1 CI/CD securitycontainers
high Security checks cicd CI/CD security conf 0.82 Docker final stage has no non-root USER
Add a non-root USER in the final runtime stage after files and permissions are prepared.
content/realm/.github/actions/push-to-artifact-repo/Dockerfile:1 CI/CD securitycontainers
high Security checks quality Quality conf 0.74 6 occurrences Frontend API reference is not matched by discovered backend routes
Add the backend route, update the frontend constant to the implemented endpoint, or document that the route is served by another service and exclude it with .repobilityignore.
6 files, 6 locations
content/drivers/source/includes/node-frameworks/next/browse-page.tsx:7
content/drivers/source/includes/node-frameworks/next/page.tsx:7
content/drivers/source/includes/node-frameworks/nuxt-vue/RestaurantList.vue:23
content/landing/static/css/landing.min.js:1
platform/nextjs-extension/src/endpoints/trpc.ts:10
platform/nextjs-extension/src/ui/App.tsx:17
medium Security checks quality Quality conf 0.78 Public web service has no security.txt
Add /.well-known/security.txt with Contact, Expires, Canonical, Preferred-Languages, and Policy fields. Keep the contact endpoint monitored.
.well-known/security.txt
high Security checks software dependencies conf 0.70 Remote install command pipes network code directly to a shell
Publish a package-manager install path or add checksum/signature verification before execution. For docs, show the inspect-then-run flow and pin the downloaded artifact version.
.github/lint-docs/README.md:19
medium Security checks quality Quality conf 0.78 Suspicious implementation file appears unreferenced
Confirm whether this file is reachable. If not, delete it; if yes, wire it through explicit imports, routes, or entry points and add a test that proves the path executes.
content/vector-search/source/includes/quick-start/code-snippets/vector/nodejs/create-embeddings-new.js:1
medium Security checks quality Quality conf 0.78 Suspicious implementation file appears unreferenced
Confirm whether this file is reachable. If not, delete it; if yes, wire it through explicit imports, routes, or entry points and add a test that proves the path executes.
content/vector-search/source/includes/crud-embeddings/manual/code-snippets/python/query_embeddings_new.py:1
low Security checks cicd CI/CD security conf 0.72 Dockerfile installs recommended OS packages
Add `--no-install-recommends` and explicitly list only packages the image needs.
content/realm/.github/actions/push-to-artifact-repo/Dockerfile:3 CI/CD securitycontainers
low Security checks cicd CI/CD security conf 0.74 Dockerfile leaves apt package indexes in the image layer
End the apt install layer with `rm -rf /var/lib/apt/lists/*`.
content/realm/.github/actions/push-to-artifact-repo/Dockerfile:3 CI/CD securitycontainers
low Security checks quality Quality conf 0.60 30 occurrences Duplicated implementation block across source files
Duplicate implementation blocks are maintenance debt. Keep them visible, but they are not a high-severity defect unless the duplicated logic is security-sensitive or drifting.
12 files, 17 locations
code-example-tests/javascript/driver/utils/comparison/normalize.js:2, 22, 93 (3 hits)
.github/lint-docs/seo-lint-cli.ts:5, 55 (2 hits)
code-example-tests/command-line/mongosh/utils/comparison/normalize.js:22, 94 (2 hits)
code-example-tests/python/pymongo/snip.js:10, 13 (2 hits)
.github/lint-docs/nested-components-lint-cli.ts:43
.github/lint-docs/redirect-lint-cli.ts:85
code-example-tests/go/driver/snip.js:7
code-example-tests/java/driver-sync/snip.js:8
duplicationquality
low Security checks quality Documentation No LICENSE file
Add a LICENSE file to your repository. Use choosealicense.com to pick the right license (MIT for permissive, Apache 2.0 for patent protection, GPL for copyleft).
high Security checks quality Quality conf 0.62 5 occurrences Source file name looks like an AI patch artifact
Rename it to the domain concept it implements or merge it into the existing module it was meant to change.
5 files, 5 locations
content/code-examples/tested/command-line/mongosh/database-commands/update/bulk-update.js:1
content/table-of-contents/docset-data/drivers/versions/cpp-updated.ts:1
content/vector-search/source/includes/crud-embeddings/manual/code-snippets/python/query_embeddings_new.py:1
content/vector-search/source/includes/quick-start/code-snippets/vector/nodejs/create-embeddings-new.js:1
platform/docs-nextjs/scripts/offline-ui/code-copy.js:1
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