Universal memory runtime for AI agents — framework-agnostic, protocol-native, offline-first
We found this by crawling public sources and nobody has attested to it. That is how most of the registry gets here, and it is not a mark against the artifact — it only means no authenticated act of publication is on record. An artifact can be the vendor's own and still appear here.
25 critical findings reported by cisco-skill-scanner, agent-audit-kit, 6 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
Choose your runtime: the CLI writes the mcpServers config entry for that target.
nerlo install --target claude-code -- pensyve
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
5 of 11 scanners examined this package. The rest do not apply to it — language, ecosystem and packaging decide which analyzers can say anything, and a scanner that cannot examine an artifact reports nothing rather than passing it.
v2.0.11
334 findings · 21.1s
v0.3.74
55 findings · 19.2s
v0.1.0
1 finding · 5.9s
v0.1.0
3 findings · 5.9s
vv0.3.2
Incomplete run
0 findings · 0.4s
v1.4.0
None of the entry points this scanner reads were found in this artifact. What each scanner covers
0 findings · 0.2s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 7.3s
No report in this scan: govulncheck, osv-scanner, trivy, trivy_image.
2 scans on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Sep 3, 2026 | Scan Halted | — | agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·!: incompletenerlo-multi-source ·n/a: not applicable | rejected |
| Aug 12, 2026 | Scan Halted | — | agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·!: incomplete | rejected |
Findings in files this artifact installs stand as reported; a model re-read the rest and said which ones it believes are false positives. This is a second opinion published beside the evidence, not a correction to it: the per-scanner reports above are unchanged, every dismissed finding is still listed there at its original severity, and the score and the Flagged badge are computed from those raw severities alone. Nothing below moved them.
Out of 393 findings across every scanner that examined this package. 19 of 25 findings rated critical by their scanner were among the dismissals.
Not reviewed is not the same as clean. Those 15 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.
Two keys had to turn. The model had to name a reason from a fixed list of six, and a deterministic check of ours — over which files this artifact actually installs — had to independently agree. Anything it could not corroborate is in “not reviewed” above, at full severity.
19 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: AAK-DNS-REBIND-001, AAK-HEALTHCARE-AI-004, AAK-OAUTH-008 and 2 more · Files: integrations/langchain/examples/pensyve_agent.py, integrations/crewai/examples/pensyve_crew.py, docs/SECURITY.md and 7 more · reported by agent-audit-kit, cisco-skill-scanner
18 Test or fixture file — The match is in a test or fixture. Our own check confirmed the file is not part of what gets installed.
Rules: AAK-TAINT-002, AAK-SECRET-002, AAK-SECRET-003 and 1 more · Files: pensyve-core/tests/test_gate_wiring.rs, integrations/shared/memory-capture-core.test.ts, integrations/shared/tests/test_memory_capture_core.py and 1 more · reported by agent-audit-kit, cisco-skill-scanner
17 CI or editor configuration — The match is in build, CI or editor configuration, confirmed by our own check to be outside the installed artifact.
Rules: AAK-AGENT-TRUST-002, AAK-GHA-IMMUTABLE-001, MANIFEST_INVALID_NAME · Files: .github/workflows/claude-code-review.yml, .github/workflows/claude.yml, .github/workflows/ci.yml and 3 more · reported by agent-audit-kit, cisco-skill-scanner
2 Agent instruction file — The match is in a file that instructs an AI coding agent — a CLAUDE.md or similar. It is documentation of intent, and our own check confirmed it is not part of what gets installed.
Rules: TOOL_ABUSE_UNDECLARED_NETWORK · Files: /repo/repo/AGENTS.md, /repo/integrations/hermes/repo/integrations/hermes/AGENTS.md · reported by cisco-skill-scanner
These findings are in files this artifact installs and are not placeholder values. No false-positive basis can be corroborated for such a finding, so this review never dismisses one; they were not sent to the model and stand at their scanner's severity.
130 HIDDEN_DATA_FILE
Files: /repo/.agents/plugins/marketplace.json, /repo/integrations/codex-plugin/.agents/plugins/marketplace.json, /repo/integrations/kiro/.kiro/steering/memory-informed-longitudinal-work.md and 41 more · reported by cisco-skill-scanner
68 MANIFEST_MISSING_LICENSE
Files: /repo/integrations/antigravity-plugin/skills/memory-review/SKILL.md, /repo/integrations/antigravity-plugin/skills/forget/SKILL.md, /repo/integrations/antigravity-plugin/skills/context-loader/SKILL.md and 65 more · reported by cisco-skill-scanner
37 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/pensyve-go/SKILL.md, /repo/pensyve-mcp-gateway/SKILL.md and 34 more · reported by cisco-skill-scanner
31 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/integrations/autogen/pensyve_autogen.py, /repo/integrations/langchain/pensyve_langchain.py, /repo/integrations/shared/pensyve_client.py · reported by cisco-skill-scanner
8 FIND_EXEC_PATTERN
Files: /repo/pensyve-mcp-gateway/scripts/fetch-model-bundle.sh, /repo/pensyve-mcp-gateway/scripts/test-model-bundle.sh
The model could have called any of these a false positive and did not.
1 MANIFEST_INVALID_NAME
Files: /repo/integrations/vscode-copilot/.github/SKILL.md · reported by cisco-skill-scanner
15 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: HIDDEN_DATA_FILE · Files: /repo/integrations/amazon-q/.amazonq/mcp.json.example, /repo/integrations/windsurf/.windsurf/mcp_config.json.example, /repo/integrations/kiro/.kiro/mcp.json.example and 2 more · reported by cisco-skill-scanner
Artifact has critical shell execution and data flow risks.
The artifact includes scripts that perform shell execution in `pensyve-mcp-gateway/scripts/` and exhibits critical data flow issues in `pensyve-mcp-tools/src/state.rs`. It also contains multiple instances of potential credential access in `pensyve-mcp-gateway/src/auth.rs` and `pensyve-core/src/observation.rs`. Additionally, the artifact interacts with marketplace configurations in various plugin directories, which could involve network egress.
Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.
Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.
6 AAK-SECRET-004
Files: pensyve-mcp-gateway/src/auth.rs, pensyve-core/src/observation.rs · reported by agent-audit-kit
5 LOW_ANALYZABILITY
Files: /repo/integrations/openclaw-plugin, /repo/integrations/langchain-ts, /repo/pensyve-ts and 2 more · reported by cisco-skill-scanner
5 TOOL_ABUSE_UNDECLARED_NETWORK
Files: /repo/pensyve-python/repo/pensyve-python/README.md, /repo/integrations/repo/integrations/README.md, /repo/integrations/langchain/repo/integrations/langchain/CHANGELOG.md and 2 more · reported by cisco-skill-scanner
4 AAK-MARKETPLACE-001
Files: .claude-plugin/marketplace.json, integrations/claude-code/.claude-plugin/marketplace.json, integrations/codex-plugin/.agents/plugins/marketplace.json and 1 more · reported by agent-audit-kit
4 COMPOUND_FIND_EXEC
Files: /repo/pensyve-mcp-gateway/scripts/fetch-model-bundle.sh, /repo/pensyve-mcp-gateway/scripts/test-model-bundle.sh · reported by cisco-skill-scanner
3 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/integrations/jetbrains/README.md, /repo/integrations/neovim/README.md, /repo/integrations/vscode/README.md · reported by nerlo-install-instruction
2 DATA_EXFIL_JS_NETWORK
Files: /repo/integrations/shared/pensyve-client.ts · reported by cisco-skill-scanner
2 EXCESSIVE_FILE_COUNT
Files: /repo/integrations/., /repo/. · reported by cisco-skill-scanner
2 MANIFEST_INVALID_NAME
Files: /repo/integrations/cline/.clinerules/SKILL.md, /repo/integrations/continue/.continue/rules/SKILL.md · reported by cisco-skill-scanner
2 RESOURCE_ABUSE_INFINITE_LOOP
Files: /repo/pensyve-python/python/pensyve/reader.py · reported by cisco-skill-scanner
1 AAK-HEALTHCARE-AI-004
Files: CHANGELOG.md · reported by agent-audit-kit
1 AAK-LEGAL-002
Files: integrations/shared/package.json · reported by agent-audit-kit
1 AAK-MCP-001
Files: integrations/codex-plugin/.mcp.json · reported by agent-audit-kit
1 AAK-MCP-ATTEST-001
Files: integrations/codex-plugin/.mcp.json · reported by agent-audit-kit
1 AAK-MCP-STATELESS-001
Files: integrations/hermes/__init__.py · reported by agent-audit-kit
1 AAK-OAUTH-008
Files: integrations/hermes/__init__.py · reported by agent-audit-kit
1 AAK-SPLUNK-TOKLOG-001
Files: pensyve-ts/src/index.ts · reported by agent-audit-kit
1 AAK-SUPPLY-005
Files: Cargo.lock · reported by agent-audit-kit
1 AAK-TAINT-002
Files: pensyve-mcp-tools/src/state.rs · reported by agent-audit-kit
1 FILE_MAGIC_MISMATCH
Files: /repo/llms.txt · reported by cisco-skill-scanner
1 opt.nerlo-rules.nerlo-py-secret-to-network-egress
Files: /repo/integrations/langchain/pensyve_langchain.py · reported by nerlo-behavioral
1 PROMPT_INJECTION_CONCEALMENT
Files: /repo/integrations/claude-code/hooks/SKILL.md · reported by cisco-skill-scanner
Showing 25 of 30; the rest are in the per-scanner reports above.