MCP Observatory
5m ago Tracked 59,479 Last 5m ago 24h 2,575

Code analysis

static source read inferred

Static code-analysis findings — hidden prompt content in shipped skill files, committed secrets, dynamic-exec sinks, and suspicious call-home endpoints — across the analyzed catalogue. Heuristic, pure, no code executed; every row deep-links to its source. Click a kind to filter.

analysis coverage 85% of 59,163 analyzable servers
50100 analyzed
8073 re-analysis due
988 not analyzable
2 not yet analyzed
4804 source gone
not analyzable
789 too large 199 no source

Running analyzer v33. The scanner changelog explains what each version detects and when it changed.

committed secrets
  1. comisai/comis 62
  2. Vaibhav91one/assay 36
  3. Sertelegger/holdfast 35
  4. Cepeppe/handoff-mcp 31
  5. clidey/whodb 30
dynamic-exec sinks
  1. zilet/cairn 160
  2. abhishekpandaOfficial/XOne 149
  3. talirezun/the-curator 80
  4. TNLegend/PortaMCP 60
  5. mayowa-kalejaiye/Failures 55
suspicious endpoints
  1. nordsym/apiclaw 156
  2. tourhabk-ui/pos 115
  3. CarlxsMG/mcpbridge 90
  4. ergoveritas1-alt/certscore.ai 78
  5. JSONbored/loopover 68
credentials in logs
  1. gosswerner1-max/lazyrelay 8
  2. Hekkova/hekkova-mcp 6
  3. pendpost/pendpost 6
  4. Canonry/canonry 5
  5. KevinRabun/judges 5
over-broad OAuth scopes
  1. khill1269/servalsheets 82
  2. oneKn8/smart-mcps 26
  3. pipeshub-ai/pipeshub-ai 26
  4. lolxl/safespace-mcp 24
  5. BrianArfi/ai-second-brain 23
suspicious bundled scripts
  1. Dicklesworthstone/mcp_agent_mail 11
  2. frankieramirez/ripen 6
  3. horustechltd/horus-flow-mcp 4
  4. itqanlab/agent-toolkit 4
  5. itqanlab/skills 4
ships skill files
  1. Amey-Thakur/AI-SKILLS 200
  2. ArasaniRohithReddy/LearningOS 200
  3. MANVENDRA-github/agentry 200
  4. Sandeeprdy1729/timps-swarm 200
  5. agentic-flow 200
code findings 15 shown
  1. HIGH dynamic exec Aptica-Solutions/a-agentic-delivery-pipeline __import__() __import__(_pkg)
    Aptica-Solutions-a-agentic-delivery-pipeline-3ef8f56/_engineer/ado-sync/ ado_repo_sync.py :28
  2. HIGH dynamic exec Aptica-Solutions/a-agentic-delivery-pipeline __import__() __import__(_pkg)
    Aptica-Solutions-a-agentic-delivery-pipeline-3ef8f56/_engineer/ado-sync/ ado_lib.py :28
  3. MEDIUM suspicious endpoint Anish98821/agent-session-router 169.254.169.254 (cloud metadata) await reject('https://169.254.169.254/latest/meta-data/');
    Anish98821-agent-session-router-d748584/test/unit/ safeFetch.test.ts :47
  4. HIGH committed secret hiropon164/chist-server Google API key AIzaSy…(39 chars, redacted)
    hiropon164-chist-server-4ecde1e/tests/ test_mask.py :25
  5. HIGH committed secret hiropon164/chist-server GitHub fine-grained PAT github…(37 chars, redacted)
    hiropon164-chist-server-4ecde1e/tests/ test_mask.py :22
  6. HIGH committed secret horizonfps/the-box-mcp private key PEM private key block (redacted)
    horizonfps-the-box-mcp-505fc78/engine/test/fixtures/vault/ entries-fixture.json :36
  7. HIGH committed secret horizonfps/the-box-mcp Stripe live key sk_liv…(32 chars, redacted)
    horizonfps-the-box-mcp-505fc78/engine/test/fixtures/js-bundle/ sample-min.js :1
  8. HIGH committed secret horizonfps/the-box-mcp GitHub token ghp_aa…(40 chars, redacted)
    horizonfps-the-box-mcp-505fc78/engine/test/fixtures/js-bundle/ sample-min.js :1
  9. HIGH committed secret horizonfps/the-box-mcp Stripe live key sk_liv…(36 chars, redacted)
    horizonfps-the-box-mcp-505fc78/engine/test/fixtures/js-bundle/ large-min.js :20
  10. HIGH committed secret horizonfps/the-box-mcp GitHub token ghp_aa…(40 chars, redacted)
    horizonfps-the-box-mcp-505fc78/engine/test/fixtures/js-bundle/ large-min.js :19
  11. HIGH committed secret horizonfps/the-box-mcp Stripe live key sk_liv…(36 chars, redacted)
    horizonfps-the-box-mcp-505fc78/engine/test/fixtures/js-bundle/ large-min-expectations.json :28
  12. HIGH committed secret horizonfps/the-box-mcp GitHub token ghp_aa…(40 chars, redacted)
    horizonfps-the-box-mcp-505fc78/engine/test/fixtures/js-bundle/ large-min-expectations.json :27
  13. HIGH committed secret horizonfps/the-box-mcp Stripe live key sk_liv…(36 chars, redacted)
    horizonfps-the-box-mcp-505fc78/engine/test/fixtures/js-bundle/ build-large-fixture.mjs :38
  14. HIGH committed secret horizonfps/the-box-mcp GitHub token ghp_aa…(40 chars, redacted)
    horizonfps-the-box-mcp-505fc78/engine/test/fixtures/js-bundle/ build-large-fixture.mjs :37
  15. HIGH committed secret horizonfps/the-box-mcp Stripe live key sk_liv…(32 chars, redacted)
    horizonfps-the-box-mcp-505fc78/engine/src/jsBundle/__tests__/ scanners.secret.test.ts :49