---
title: "llm_agents trust report"
type: "trust-report"
slug: "mpaepper-llm-agents"
canonical_url: "https://www.graphcanon.com/tools/mpaepper-llm-agents/trust"
computed_at: "2026-07-11T10:53:25.288Z"
maintenance_label: "Dormant"
security_status: "findings"
---

# llm_agents trust report

_Sourced [trust signals](/glossary/trust-and-signals/trust-signal) from public GitHub metadata and optional dependency [security scans](/glossary/trust-and-signals/security-scan). Not a security guarantee._

## Maintenance

- Label: Dormant (18% recency signal)
- Days since last push: 382
- Methodology: github_public_v1

## Provenance

- GitHub repo id: 623679404
- Not a fork
- Owner type: User
- Computed at: 2026-07-11T10:53:25.288Z
- Methodology: github_public_v1

## Security scan

- Status: Findings present (0 critical, 0 high, 0 medium, 32 low) · last scan 2026-07-11T10:53:32.820Z

### Findings

- **low**: GHSA-65pc-fj4g-8rjx (idna@3.10 · poetry.lock)
- **low**: PYSEC-2026-215 (idna@3.10 · poetry.lock)
- **low**: GHSA-7gcm-g887-7qv7 (protobuf@5.29.5 · poetry.lock)
- **low**: PYSEC-2026-1805 (protobuf@5.29.5 · poetry.lock)
- **low**: GHSA-63vm-454h-vhhq (pyasn1@0.6.1 · poetry.lock)
- **low**: GHSA-jr27-m4p2-rc6r (pyasn1@0.6.1 · poetry.lock)
- **low**: PYSEC-2026-1810 (pyasn1@0.6.1 · poetry.lock)
- **low**: GHSA-6w46-j5rx-g56g (pytest@7.4.4 · poetry.lock)
- **low**: PYSEC-2026-1845 (pytest@7.4.4 · poetry.lock)
- **low**: GHSA-gc5v-m9x4-r6x2 (requests@2.32.4 · poetry.lock)
- **low**: GHSA-2wc2-fm75-p42x (soupsieve@2.7 · poetry.lock)
- **low**: GHSA-836r-79rf-4m37 (soupsieve@2.7 · poetry.lock)
- **low**: GHSA-2xpw-w6gg-jr37 (urllib3@2.2.3 · poetry.lock)
- **low**: GHSA-38jv-5279-wg99 (urllib3@2.2.3 · poetry.lock)
- **low**: GHSA-48p4-8xcf-vxj5 (urllib3@2.2.3 · poetry.lock)
- **low**: GHSA-gm62-xv2j-4w53 (urllib3@2.2.3 · poetry.lock)
- **low**: GHSA-pq67-6m6q-mj2v (urllib3@2.2.3 · poetry.lock)
- **low**: GHSA-qccp-gfcp-xxvc (urllib3@2.2.3 · poetry.lock)
- **low**: PYSEC-2026-141 (urllib3@2.2.3 · poetry.lock)
- **low**: PYSEC-2026-1994 (urllib3@2.2.3 · poetry.lock)
- **low**: PYSEC-2026-1996 (urllib3@2.2.3 · poetry.lock)
- **low**: PYSEC-2026-1997 (urllib3@2.2.3 · poetry.lock)
- **low**: PYSEC-2026-1998 (urllib3@2.2.3 · poetry.lock)
- **low**: PYSEC-2026-1999 (urllib3@2.2.3 · poetry.lock)
- **low**: GHSA-mr82-8j83-vxmv (pydantic@1.10.5 · requirements.txt)
- **low**: PYSEC-2026-1812 (pydantic@1.10.5 · requirements.txt)
- **low**: GHSA-9hjg-9r4m-mvj7 (requests@2.28.2 · requirements.txt)
- **low**: GHSA-9wx4-h78v-vm56 (requests@2.28.2 · requirements.txt)
- **low**: GHSA-j8r2-6x86-q33q (requests@2.28.2 · requirements.txt)
- **low**: PYSEC-2023-74 (requests@2.28.2 · requirements.txt)
- **low**: PYSEC-2026-1872 (requests@2.28.2 · requirements.txt)
- **low**: PYSEC-2026-1873 (requests@2.28.2 · requirements.txt)

## Method and caveats

These are heuristics from public GitHub data and optional dependency scans, sourced and dated. 
"No criticals found on 2026-07-11" is not a guarantee of safety.
See the full methodology: [/trust-methodology](/trust-methodology.md).

## Common questions

### Is llm_agents maintained?

GraphCanon rates llm_agents "Dormant" (18% maintenance signal from public GitHub metadata, computed today). Last push was 382 days ago. This is a recency heuristic, not a guarantee the project will stay maintained.

### Is llm_agents safe to use?

Last scanned today (deps profile). Status: 32 low - 32 low finding(s) in the latest scan. GraphCanon does not claim the project is safe or vulnerability-free; review findings on the trust report. GraphCanon does not certify llm_agents as safe - review maintenance, provenance, and scan findings on this page before adopting.

### Is llm_agents a fork?

No. llm_agents is not flagged as a fork in GitHub metadata at the time of the last refresh.

### Does llm_agents have known security vulnerabilities?

Last scanned today (deps profile). Status: 32 low - 32 low finding(s) in the latest scan. GraphCanon does not claim the project is safe or vulnerability-free; review findings on the trust report.

### How often is the llm_agents trust report updated?

Trust signals refresh on GitHub ingest/refresh cycles and optional dependency/MCP scans. This report was computed today (methodology github_public_v1).

### What does GraphCanon never claim about llm_agents?

We never publish a composite safety grade, pen-test endorsement, or "verified secure" label for llm_agents. Signals are sourced heuristics with explicit limits - see [trust methodology](/trust-methodology).

### How does GraphCanon assess trust for llm_agents?

Signals are sourced from public GitHub metadata and optional dependency/MCP manifest scans, each tagged with methodology version and computed date. GraphCanon does not publish a composite safety grade. Read [trust methodology](/trust-methodology) for full scope and limits.

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/mpaepper-llm-agents/trust`](/api/graphcanon/tools/mpaepper-llm-agents/trust)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_