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

openmausbot.

Scanned repository says: The open-source Grok Bot alternative: your own team of AI bots, in a chat app.

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

4.5k starsApache-2.0pushed today

0community interest

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

AUTOMATED SIGNAL83/100BBBNot security certification
START HERE

Review findings need attention.

Database query built from text

Inspect the findings
WHAT THIS DOES NOT ESTABLISH

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

Scan scope200 / 1318Partial 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 / 1318Partial selection
READMEReadRepository-authored information
MANIFESTS2LICENSE, package.json

Who it is for

  • Stated purpose · repository says · unreviewed

    The open-source Grok Bot alternative: your own team of AI bots, in a chat app.

    README.md:5
  • Stated purpose · repository says · unreviewed

    openmausbot.com  ·  Download  ·  Open source Grok Bot alternative, compared

    README.md:7
  • Stated purpose · repository says · unreviewed

    Every bot in the sidebar is a real agent — Claude or Codex running locally under the hood — with its own

    README.md:11

What it can do

No explicit capability or integration was extracted; that does not mean none exists.

What adoption takes

  • Stated prerequisite · manifest declares · unreviewed

    Manifest declares Node.js >=24 as a requirement.

    package.json:20
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on zod.

    package.json:130
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on @clack/prompts.

    package.json:89
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on @codemirror/lang-sql.

    package.json:90
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on @codemirror/language.

    package.json:91
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on @codemirror/state.

    package.json:92
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on @duckdb/node-api.

    package.json:93

Limits and terms

  • Declared license · manifest declares · unreviewed

    Manifest declares Apache-2.0 as its license.

    package.json:15

Observed technical context

TypeScript · 200 selected filesTool-calling reference · static only

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

Read from commit 83c10b3 at Oct 12, 2026, 5:07 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: 24 exact runtime versions from package.json checked against OSV.dev on Oct 12, 2026; 0 with known advisories. Reachability is not checked.

5 findings
MAJOR

Database query built from text

SEC009 · Security & privacy

A SQL statement is assembled by inserting values into the query text. If any of those values comes from a user or from model output, as in text-to-SQL agents, it can rewrite the query.

SUGGESTED ACTION

Pass values as bound parameters and allow-list identifiers such as table and column names.

server/data/tools.ts:605
MAJOR

Sensitive action without human approval

REL004 · Guardrails & loop control

The code can delete data, send messages or move money, and no step asks a person to approve it first. A wrong model decision becomes a real action.

SUGGESTED ACTION

Require explicit human approval before a destructive or external action.

cloudflare/control-plane/src/auth.ts:82
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.

openmausbot.com · location unavailable
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.

openmausbot.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.

openmausbot.com · location unavailable
03 / EVIDENCE & LIMITS

The boundary
is part of the result.

What was scanned
200 of 1318 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

1 findings · 25% weight
88/10022.0 pts
02

Guardrails & loop control

1 findings · 25% weight
90/10022.5 pts
03

Schema & tooling

0 findings · 20% weight
100/10020.0 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 openmausbot 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.

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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 83/100, not certified