MCP Observatory
1m ago Tracked 60,021 Last 1m ago 24h 2,474

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 59,695 analyzable servers
51193 analyzed
7507 re-analysis due
995 not analyzable
0 not yet analyzed
4848 source gone
not analyzable
795 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 obfuscation shenlian19831109/progmune-runtime dynamic require()/import() const { [analyzeFn]: fn } = require("../dist/frameworks/" + (modBase === "py" ? "fastapi" : modBase) + "-detector.js");
    shenlian19831109-progmune-runtime-0ecc735/scripts/ realworld-audit.js :180
  2. HIGH dynamic exec shenlian19831109/progmune-runtime new Function() const fn = new Function('vars', ...apiNames, wrappedCode);
    shenlian19831109-progmune-runtime-0ecc735/dist/ action-runtime.js :91
  3. HIGH committed secret Keesan12/martin-loop GitHub fine-grained PAT github…(39 chars, redacted)
    Keesan12-martin-loop-2f6da7e/packages/core/tests/ leash.test.ts :392
  4. HIGH committed secret stump-wtf/cairn GitHub token ghp_01…(40 chars, redacted)
    stump-wtf-cairn-162de10/website/scripts/ scan-bundle.test.mjs :138
  5. HIGH committed secret stump-wtf/cairn GitHub token ghp_01…(40 chars, redacted)
    stump-wtf-cairn-162de10/website/plugins/record/__tests__/ least-privilege.test.ts :71
  6. HIGH committed secret stump-wtf/cairn GitHub token ghp_01…(40 chars, redacted)
    stump-wtf-cairn-162de10/ .gitleaks.toml :42
  7. HIGH committed secret preloop/preloop Google API key AIzaSy…(39 chars, redacted)
    preloop-preloop-ce59a15/backend/tests/utils/ test_secret_scrubbing.py :232
  8. HIGH committed secret preloop/preloop Anthropic key sk-ant…(39 chars, redacted)
    preloop-preloop-ce59a15/backend/tests/utils/ test_secret_scrubbing.py :99
  9. HIGH committed secret preloop/preloop GitHub fine-grained PAT github…(57 chars, redacted)
    preloop-preloop-ce59a15/backend/tests/utils/ test_secret_scrubbing.py :18
  10. HIGH committed secret preloop/preloop GitHub fine-grained PAT github…(57 chars, redacted)
    preloop-preloop-ce59a15/backend/tests/utils/ test_git_credentials.py :30
  11. HIGH committed secret preloop/preloop GitHub fine-grained PAT github…(57 chars, redacted)
    preloop-preloop-ce59a15/backend/tests/services/ test_tracker_git_token.py :20
  12. MEDIUM suspicious endpoint preloop/preloop otlp.datadoghq.com (telemetry) "https://otlp.datadoghq.com/v1/traces", "http/protobuf", "traces"
    preloop-preloop-ce59a15/backend/tests/services/ test_otel_export.py :233
  13. HIGH committed secret preloop/preloop GitHub fine-grained PAT github…(57 chars, redacted)
    preloop-preloop-ce59a15/backend/tests/services/ test_log_persistence_backpressure.py :148
  14. HIGH committed secret preloop/preloop GitLab token glpat-…(26 chars, redacted)
    preloop-preloop-ce59a15/backend/tests/services/ test_follow_up_filing.py :48
  15. HIGH committed secret preloop/preloop GitHub fine-grained PAT github…(57 chars, redacted)
    preloop-preloop-ce59a15/backend/tests/services/ test_flow_orchestrator_git_credentials.py :18