Metal Mantra / AGENT INTELLIGENCEPublic evidence reportAUTOMATED SIGNAL. NOT CERTIFICATION.
PUBLIC REPORT · ADDED BY METAL MANTRA / AGENT SIGNAL v0.2

agno.

Scanned repository says: Agno is a framework and runtime for agent platforms. Build agents, run them as a service, manage your platform using a web UI.

Metal Mantra scanned this public repository on its own initiative; the maintainer did not submit it. Maintainers: scan the repository yourself to take this report over, or contact us.

Inspect GitHub source

42.6k starsApache-2.0pushed today

0community interest

Votes show community interest, not safety. They never change this score.

AUTOMATED SIGNAL86/100BBBNot security certification
START HERE

Review findings need attention.

Domain ownership not verified

Inspect the findings
WHAT THIS DOES NOT ESTABLISH

Runtime safety, real-world agent capability, fitness for your use case or independent certification.

Scan scope200 / 3567Partial eligible-file selection · not the entire repository
Recorded findings5Heuristic matches requiring human review
SnapshotOct 12, 2026UTC · engine 0.4.0
DNS at scan timeUnverifiedDomain control is not security certification
01 / KNOW THE REPOSITORY

What the source
actually tells us.

Structured, cited information from the scanned archive. Repository-authored claims are labeled and never treated as verified capabilities.

INSPECTED SOURCE200 / 3567Partial selection
READMEReadRepository-authored information
MANIFESTS1LICENSE

Who it is for

  • Stated purpose · repository says · unreviewed

    Agno is a framework and runtime for agent platforms. Build agents, run them as a service, manage your platform using a web UI.

    README.md:17
  • Stated purpose · repository says · unreviewed

    Build your agent platform using the Agno SDK.

    README.md:19
  • Stated purpose · repository says · unreviewed

    Run your agent platform using the AgentOS runtime.

    README.md:20

What it can do

  • Stated capability · repository says · unreviewed

    Production API. 50+ endpoints with SSE and websockets to build a product on top.

    README.md:50
  • Stated capability · repository says · unreviewed

    Storage. Store sessions, memory, knowledge, and traces in your own database.

    README.md:51
  • Stated capability · repository says · unreviewed

    100+ integrations. Connect to GitHub, Slack, Postgres, and more using pre-built toolkits.

    README.md:52

What adoption takes

No matching setup or dependency statement was extracted from inspected metadata.

Limits and terms

  • Declared license · manifest declares · unreviewed

    A license or copying file is present; its terms have not been reviewed.

    LICENSE:1

Observed technical context

Python · 200 selected filesAgent orchestration reference · static onlyTool-calling reference · static only

These are references in selected source files, not proof that a feature works at runtime.

Read from commit 2d49019 at Oct 12, 2026, 3:00 AM UTC. Source links open that exact commit. Repository statements are unreviewed and do not affect the score.

02 / FINDINGS FIRST

What needs
a closer look.

Critical details are withheld publicly for the first 30 days after a scan. A matched pattern is a lead for investigation, not a confirmed vulnerability.

Dependencies: no lockfile or exact version pins at the repository root, so no advisory check was possible.

5 findings
MAJOR

Domain ownership not verified

TRUST001 · Entity trust

Metal Mantra could not confirm that the owner controls the stated domain. The domain may belong to someone else.

SUGGESTED ACTION

Verify the domain using the Metal Mantra DNS TXT challenge.

docs.agno.com · location unavailable
MINOR

Raw model text returned

SCH002 · Schema & tooling

The code returns the model's raw text. Output that was never parsed or validated can pass mistakes straight to users or other systems.

SUGGESTED ACTION

Parse and validate the result before returning it.

libs/agno/agno/compaction/compaction.py:645
MINOR

Raw model text returned

SCH002 · Schema & tooling

The code returns the model's raw text. Output that was never parsed or validated can pass mistakes straight to users or other systems.

SUGGESTED ACTION

Parse and validate the result before returning it.

libs/agno/agno/compaction/compaction.py:664
MINOR

Privacy Policy link not confirmed

TRUST003 · Entity trust

No privacy policy link was found on the stated homepage. Buyers cannot see how the vendor handles their data.

SUGGESTED ACTION

Expose a clear Privacy Policy link on the official homepage.

docs.agno.com · location unavailable
MINOR

Terms link not confirmed

TRUST004 · Entity trust

No terms link was found on the stated homepage. Buyers cannot see the conditions that apply to using the service.

SUGGESTED ACTION

Expose a clear Terms link on the official homepage.

docs.agno.com · location unavailable
03 / EVIDENCE & LIMITS

The boundary
is part of the result.

What was scanned
200 of 3567 eligible files · Partial selection.
Supported static source patterns and domain checks; no runtime execution.
What remains unknown
Unscanned files, external dependencies, production configuration, actual agent behavior and evidence beyond the configured checks.
Source location
Links open the current repository HEAD. Source may have changed since this snapshot.
Something looks wrong?
Tell us if a finding, scope or claim on this report needs a correction. Report a problem with this report
Entity trust · 15% of v0.2
Includes DNS ownership, HTTPS and policy evidence. Verification is domain control, not a security certificate.
DNS: unverifiedHTTPS: availablePrivacy: not confirmedTerms: not confirmed
04 / THE METHOD BEHIND THE NUMBER

Open the
calculation.

Each pillar starts at 100. Rule deductions reduce its score; weights determine the overall contribution.

01

Security & privacy

0 findings · 25% weight
100/10025.0 pts
02

Guardrails & loop control

0 findings · 25% weight
100/10025.0 pts
03

Schema & tooling

2 findings · 20% weight
84/10016.8 pts
04

Token & cost efficiency

0 findings · 15% weight
100/10015.0 pts
05

Entity trust

3 findings · 15% weight
25/1003.8 pts
Inspect the current standard
USER REPORTS

Did agno work for people?

No user reports yet.

Each report is one signed-in GitHub account saying what happened. We do not verify that the account ran the agent, and reports never change the automated score or grade. For a security problem, use the disclosure page instead of a public note.

Sign in with GitHub to add a report

SHARE THE EVIDENCE

A signal.
Not a seal.

Share the full report so its scope and limits travel with the score.

Metal Mantra automated signal 86/100, not certified