MCP Observatory
2m ago Tracked 60,039 Last 2m ago 24h 2,475

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 86% of 59,713 analyzable servers
51311 analyzed
7406 re-analysis due
996 not analyzable
0 not yet analyzed
4850 source gone
not analyzable
796 too large 200 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 84
  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. syed-maaz/work-intelligence-mcp 7
  3. frankieramirez/ripen 6
  4. horustechltd/horus-flow-mcp 4
  5. itqanlab/agent-toolkit 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 committed secret OmegaAgent/continuity Slack token xoxb-r…(15 chars, redacted)
    OmegaAgent-continuity-66936c2/test/ import.test.js :434
  2. MEDIUM suspicious endpoint josephruocco/posthog-mcp-mini posthog.com (telemetry) "source_url": f"https://posthog.com/docs/{match}",
    josephruocco-posthog-mcp-mini-5556f47/posthog_context/ retrieval.py :175
  3. MEDIUM suspicious endpoint josephruocco/posthog-mcp-mini posthog.com (telemetry) return f"https://posthog.com/docs/{doc_path}"
    josephruocco-posthog-mcp-mini-5556f47/posthog_context/ ingest.py :300
  4. MEDIUM suspicious endpoint josephruocco/posthog-mcp-mini posthog.com (telemetry) return url.replace("https://posthog.com/docs/", "")
    josephruocco-posthog-mcp-mini-5556f47/posthog_context/ cli.py :32
  5. MEDIUM suspicious endpoint josephruocco/posthog-mcp-mini posthog.com (telemetry) url.replace("https://posthog.com/docs/", "").split("#")[0]
    josephruocco-posthog-mcp-mini-5556f47/eval/ run.py :135
  6. HIGH dynamic exec ReidSurmeier/woodblock-reidsurmeier-wtf __import__ sink env = __import__("os").environ.get("WOODBLOCK_REPO_ROOT")
    ReidSurmeier-woodblock-reidsurmeier-wtf-c82645b/backend/tests/unit/algorithms/ test_tan_rgb_geometry.py :20
  7. HIGH dynamic exec ReidSurmeier/woodblock-reidsurmeier-wtf __import__() _m = __import__(_mod_path, fromlist=["approximate_polygon"])
    ReidSurmeier-woodblock-reidsurmeier-wtf-c82645b/backend/ skimage_compat.py :18
  8. HIGH committed secret OmegaAgent/omegas-dev GitHub token ghp_01…(42 chars, redacted)
    OmegaAgent-continuity-66936c2/test/ redteam-export.test.js :144
  9. HIGH committed secret OmegaAgent/omegas-dev Anthropic key sk-ant…(37 chars, redacted)
    OmegaAgent-continuity-66936c2/test/ redaction-corpus.test.js :17
  10. HIGH committed secret OmegaAgent/omegas-dev Google API key AIzaSy…(39 chars, redacted)
    OmegaAgent-continuity-66936c2/test/ redaction-corpus.test.js :11
  11. HIGH committed secret OmegaAgent/omegas-dev Slack app token xapp-1…(55 chars, redacted)
    OmegaAgent-continuity-66936c2/test/ redaction-corpus.test.js :8
  12. HIGH committed secret OmegaAgent/omegas-dev OpenAI key sk-pro…(32 chars, redacted)
    OmegaAgent-continuity-66936c2/test/ redact.test.js :137
  13. HIGH committed secret OmegaAgent/omegas-dev Anthropic key sk-ant…(33 chars, redacted)
    OmegaAgent-continuity-66936c2/test/ redact.test.js :136
  14. HIGH committed secret OmegaAgent/omegas-dev GitHub token ghp_aB…(40 chars, redacted)
    OmegaAgent-continuity-66936c2/test/ redact.test.js :100
  15. HIGH committed secret OmegaAgent/omegas-dev Slack token xoxb-r…(15 chars, redacted)
    OmegaAgent-continuity-66936c2/test/ import.test.js :434