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

react-agent.

Scanned repository says: Open in - LangGraph Studio

langchain-ai/react-agent scored 85/100 (BBB) on Metal Mantra's Agent Signal v0.2, from a static scan of 7 source files on Oct 15, 2026: 0 critical, 2 major and 2 minor findings; the most serious is "Domain ownership not verified". An automated signal, not a security certification.

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

854 starsMITpushed today

0community interest

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

AUTOMATED SIGNAL85/100BBBNot 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 scope7 / 7Complete eligible-file selection · not the entire repository
Recorded findings4Heuristic matches requiring human review
SnapshotOct 15, 2026UTC · engine 0.5.2
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 SOURCE7 / 7Complete eligible selection
READMEReadRepository-authored information
MANIFESTS2LICENSE, pyproject.toml

Who it is for

  • Stated purpose · repository says · unreviewed

    Open in - LangGraph Studio

    README.md:4
  • Stated purpose · repository says · unreviewed

    This template showcases a ReAct agent implemented using LangGraph, designed for LangGraph Studio. ReAct agents are uncomplicated, prototypical agents that can be flexibly extended to many tools.

    README.md:6
  • Stated purpose · repository says · unreviewed

    The core logic, defined in src/reactagent/graph.py, demonstrates a flexible ReAct agent that iteratively reasons about user queries and executes actions, showcasing the power of this approach for complex problem-solving tasks.

    README.md:10

What it can do

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

What adoption takes

  • Stated deployment · repository says · unreviewed

    Assuming you have already installed LangGraph Studio, to set up:

    README.md:26
  • Stated prerequisite · manifest declares · unreviewed

    Manifest declares Python >=3.11,<4.0 as a requirement.

    pyproject.toml:10
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on langgraph.

    pyproject.toml:12
  • Stated deployment · repository says · unreviewed

    Create a .env file.

    README.md:28
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on langchain-openai.

    pyproject.toml:13
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on langchain-anthropic.

    pyproject.toml:14
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on langchain.

    pyproject.toml:15
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on langchain-fireworks.

    pyproject.toml:16
  • Declared dependency · manifest declares · unreviewed

    Declares a dependency on python-dotenv.

    pyproject.toml:17

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 · 7 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.

Tracing and evals

No tracing or eval tool was referenced in the selected source files or root manifests; that does not mean none is used.

This section does not change the score.

Read from commit d4dcc39 at Oct 15, 2026, 2:44 PM 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.

Every finding is shown in full with the line it came from; secret values themselves are never printed. A matched pattern is a lead for investigation, not a confirmed vulnerability.

Dependencies: 61 exact runtime versions from uv.lock checked against OSV.dev on Oct 15, 2026; 0 with known advisories. Reachability is not checked.

4 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.

[domain not provided] · location unavailable
MAJOR

HTTPS not confirmed

TRUST002 · Entity trust

The stated website could not be reached over HTTPS, so Metal Mantra could not confirm it is a secure, working site.

SUGGESTED ACTION

Make the official website reachable over HTTPS for verification.

[domain not provided] · 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.

[domain not provided] · 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.

[domain not provided] · location unavailable
03 / EVIDENCE & LIMITS

The boundary
is part of the result.

What was scanned
7 of 7 eligible files · Complete 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: not confirmedPrivacy: 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

0 findings · 20% weight
100/10020.0 pts
04

Token & cost efficiency

0 findings · 15% weight
100/10015.0 pts
05

Entity trust

4 findings · 15% weight
0/1000.0 pts
Inspect the current standard
SELF-REPORTED EVIDENCE · NOT SCORED

Evaluation results

Submitted by the account managing this report. Metal Mantra has not verified repository ownership, the dataset, evaluator or results. These claims never change the automated score or grade.

No evaluation results have been submitted. This does not mean the agent has not been evaluated.

How eval evidence complements a code scan

USER REPORTS

Did react-agent 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 85/100, not certified