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MCP server · Agents

Agent Native Format

by · github.com/Clawdlinux/agent-native-format

Token-minimal system views for AI agents. Translate Kubernetes and live state into compact Agent Native Format with Go tooling and governed execution primitives.

Unclaimed agent-native-formatagent-toolsagentic-aiai-agentscontext-compressioncontext-engineeringgolangkubernetesllmllm-agentsmcpmodel-context-protocolstructured-datatoken-efficiencytoken-optimization
InstallView source
34Low

Scored a month ago · breakdown

About Agent Native Format

Agent Native Format is an MCP server published by Clawdlinux in the Agents category: token-minimal system views for AI agents. Translate Kubernetes and live state into compact Agent Native Format with Go tooling and governed execution primitives.

The repository has 1 stars and 0 forks, with the last commit 3 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/Clawdlinux/agent-native-format

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Releases

v0.3.0ANF v0.3.0 — Agent Native Format reposition · 16 Jul 2026Agent Native Format v0.3.0 The project is now **Agent Native Format (ANF)**: a token-minimal view format that translates live system state into far fewer tokens for AI agents. The execution-contract runtime (formerly Agent Contract…
v0.2.0-paperANF v0.2.0 — Frontier Benchmark & Paper · 15 May 2026ACP: Intent-Resolved Execution Manifests for Token-Efficient Agent Tool Use Paper PDF attached below.** Benchmarked on Claude Opus 4.7, Sonnet 4.6, GPT-5.5, GPT-5.4. Highlights 120 API calls across 4 frontier models × 5 scenarios × 2 paths…
v0.1.0-specv0.1.0-spec — Public ANF Spec Launch · 10 May 2026ACP v0.1.0-spec — Public Spec Launch Agent Context Protocol** — one API call, complete execution context, minimal tokens. ACP sits on top of MCP. The agent sends one intent; ACP returns one scoped manifest with auth pre-injected, ordering…
Questions

About Agent Native Format

How do I install Agent Native Format?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Agent Native Format safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Agent Native Format still maintained?

Yes — the latest release is v0.3.0 (16 Jul 2026), and the last commit was 3 months ago. The repository has 1 stars.