Metal Mantra / AGENT INTELLIGENCEEvidence-led agent registryAUTOMATED SIGNAL. NOT CERTIFICATION.
THE AGENT REGISTRY

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107 public reports107 on Agent Signal v0.20 archived v1

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AUTOMATED SIGNALS · NOT CERTIFICATIONS

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Agent signalv0.2 · five pillars

Source + domain evidence, at scan time.

GITHUB / langchain-aiAdded by Metal Mantra

openwiki

SCANNED REPOSITORY SAYS

A CLI that uses a DeepAgents documentation agent to generate and maintain an OpenWiki for a codebase.

  • Coding
  • integrationThese settings apply when running OpenWiki directly. Coding-agent integrations use the host's authenticated model session.
  • integrationChoose a model (for example gpt-5.5).

17.1k starsMITpushed today

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PRIORITY SIGNALMAJOR

Domain ownership not verified

200 of 231 eligible files · Partial selection
Oct 15, 2026 · UTC
AUTOMATED / v0.2
85/100
BBBNot certified
0community interest
Open report
GITHUB / nvidiaAdded by Metal Mantra

nemoclaw

SCANNED REPOSITORY SAYS

NVIDIA NemoClaw is an open source reference stack for running supported AI agents more safely inside NVIDIA OpenShell sandboxes.

  • limitationNVIDIA takes security seriously.
  • limitationSubmit a report through the NVIDIA Vulnerability Disclosure Program.

22.7k starsApache-2.0pushed today

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PRIORITY SIGNALMAJOR

Unsafe deserialization

200 of 1895 eligible files · Partial selection
Oct 15, 2026 · UTC
AUTOMATED / v0.2
81/100
BBBNot certified
0community interest
Open report
GITHUB / getzepAdded by Metal Mantra

graphiti

SCANNED REPOSITORY SAYS

A temporal graph building library

31.7k starsApache-2.0pushed 1d ago

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PRIORITY SIGNALMAJOR

LLM output without runtime schema

193 of 193 eligible files · Complete selection
Oct 15, 2026 · UTC
AUTOMATED / v0.2
79/100
BBBNot certified
0community interest
Open report
GITHUB / langchain-aiAdded by Metal Mantra

deepagents

PURPOSE NOT DOCUMENTED

No source-backed purpose statement is available for this report.

  • limitationDeep Agents follows a "trust the LLM" model. The agent can do anything its tools allow. Enforce boundaries at the tool/sandbox level, not by expecting the model to self-police. See the security policy for more information.

30.2k starsMITpushed 1d ago

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PRIORITY SIGNALCRITICAL

Dynamic code execution

200 of 548 eligible files · Partial selection
Oct 15, 2026 · UTC
AUTOMATED / v0.2
81/100
BBBNot certified
0community interest
Open report
GITHUB / viratttAdded by Metal Mantra

dexter

SCANNED REPOSITORY SAYS

Dexter takes complex financial questions and turns them into clear, step-by-step research plans. It runs those tasks using live market data, checks its own work, and refines the results until it has a confident, data-backed answer.

  • Research

27.6k starsNo license reportedpushed 21d ago

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PRIORITY SIGNALMAJOR

Domain ownership not verified

195 of 195 eligible files · Complete selection
Oct 15, 2026 · UTC
AUTOMATED / v0.2
73/100
BBBNot certified
0community interest
Open report
GITHUB / langchain-aiAdded by Metal Mantra

langchain

PURPOSE NOT DOCUMENTED

No source-backed purpose statement is available for this report.

  • Coding
  • Research
  • capabilityLangChain helps developers build applications powered by LLMs through a standard interface for models, embeddings, vector stores, and more.
  • capabilityReal-time data augmentation — Easily connect LLMs to diverse data sources and external/internal systems, drawing from LangChain's vast library of integrations with model providers, tools, vector stores, retrievers, and more

147.8k starsMITpushed 1d ago

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PRIORITY SIGNALMAJOR

LLM request without token ceiling

200 of 1752 eligible files · Partial selection
Oct 15, 2026 · UTC
AUTOMATED / v0.2
73/100
BBBNot certified
0community interest
Open report
GITHUB / langchain-aiAdded by Metal Mantra

local-deep-researcher

SCANNED REPOSITORY SAYS

Short summary video:

  • Research

9.3k starsMITpushed today

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PRIORITY SIGNALMAJOR

Domain ownership not verified

7 of 7 eligible files · Complete selection
Oct 15, 2026 · UTC
AUTOMATED / v0.2
85/100
BBBNot certified
0community interest
Open report

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