MCP Observatory
1m ago Tracked 59,469 Last 1m ago 24h 2,466

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 59,151 analyzable servers
50066 analyzed
8097 re-analysis due
988 not analyzable
0 not yet analyzed
4803 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. MEDIUM over-broad oauth scope Lilac-Labs/gini-agent https://www.googleapis.com/auth/drive const scopes = ["https://www.googleapis.com/auth/drive"];
    Open-Curiosity-gini-agent-6c5d85e/packages/runtime/src/integrations/connectors/ gws-session.test.ts :85
  2. MEDIUM over-broad oauth scope Lilac-Labs/gini-agent https://www.googleapis.com/auth/spreadsheets "https://www.googleapis.com/auth/spreadsheets",
    Open-Curiosity-gini-agent-6c5d85e/packages/runtime/src/integrations/connectors/ gws-session.test.ts :43
  3. MEDIUM over-broad oauth scope Lilac-Labs/gini-agent https://www.googleapis.com/auth/documents "https://www.googleapis.com/auth/documents",
    Open-Curiosity-gini-agent-6c5d85e/packages/runtime/src/integrations/connectors/ gws-session.test.ts :42
  4. MEDIUM over-broad oauth scope Lilac-Labs/gini-agent gmail.modify "https://www.googleapis.com/auth/gmail.modify"
    Open-Curiosity-gini-agent-6c5d85e/packages/runtime/src/integrations/connectors/ gws-session.test.ts :13
  5. MEDIUM over-broad oauth scope Lilac-Labs/gini-agent https://www.googleapis.com/auth/documents "https://www.googleapis.com/auth/documents",
    Open-Curiosity-gini-agent-6c5d85e/packages/runtime/src/integrations/connectors/ google-login-web.ts :63
  6. MEDIUM over-broad oauth scope Lilac-Labs/gini-agent gmail.modify "https://www.googleapis.com/auth/gmail.modify",
    Open-Curiosity-gini-agent-6c5d85e/packages/runtime/src/integrations/connectors/ google-login-web.ts :61
  7. MEDIUM over-broad oauth scope Lilac-Labs/gini-agent https://www.googleapis.com/auth/spreadsheets "https://www.googleapis.com/auth/spreadsheets",
    Open-Curiosity-gini-agent-6c5d85e/packages/runtime/src/integrations/connectors/ google-login-web.ts :60
  8. MEDIUM over-broad oauth scope Lilac-Labs/gini-agent https://www.googleapis.com/auth/drive "https://www.googleapis.com/auth/drive",
    Open-Curiosity-gini-agent-6c5d85e/packages/runtime/src/integrations/connectors/ google-login-web.ts :59
  9. MEDIUM over-broad oauth scope Lilac-Labs/gini-agent gmail.modify "/tmp/gws-personal": signedIn("me@example.com", ["https://www.googleapis.com/auth/gmail.modify"]),
    Open-Curiosity-gini-agent-6c5d85e/packages/runtime/src/integrations/connectors/ google-accounts.test.ts :277
  10. MEDIUM suspicious endpoint Lilac-Labs/gini-agent 169.254.169.254 (cloud metadata) "http://169.254.169.254/latest/meta-data/",
    Open-Curiosity-gini-agent-6c5d85e/packages/runtime/src/execution/ tool-dispatch.test.ts :888
  11. HIGH dynamic exec aryanduntley/pwa-debug-layer new Function() compiled = new Function('return (' + input.expression + ')');
    aryanduntley-pwa-debug-layer-dd5f4e6/packages/host/extension/ page-world.js :8915
  12. HIGH dynamic exec aryanduntley/pwa-debug-layer new Function() compiled = new Function(
    aryanduntley-pwa-debug-layer-dd5f4e6/packages/extension/src/page_bridge/ page_dispatch.ts :240
  13. MEDIUM suspicious endpoint Masoud-Masoori/switchboard abcd.ngrok.io assert("ngrok regex matches ngrok.io", TUNNELS.ngrok.urlRegex.test("https://abcd.ngrok.io"));
    Mas-AI-Official-mcp-switchboard-ce8cb00/scripts/ verify-expose.mjs :83
  14. MEDIUM suspicious endpoint Masoud-Masoori/switchboard abcd.ngrok.app assert("ngrok regex matches ngrok.app", TUNNELS.ngrok.urlRegex.test("https://abcd.ngrok.app"));
    Mas-AI-Official-mcp-switchboard-ce8cb00/scripts/ verify-expose.mjs :81
  15. MEDIUM over-broad oauth scope Masoud-Masoori/switchboard delete_repo assert("a destructive tool is hard-blocked (enabled:false)", gh?.tools?.delete_repo?.enabled === false);
    Mas-AI-Official-mcp-switchboard-ce8cb00/scripts/ verify-config.mjs :85