openclaude-mcp: Instructions file for Codex

AGENTS.md

openclaude-mcp AGENTS.md is an instructions file for Codex, OpenCode from sandraschi/openclaude-mcp. It costs 201 tokens per session, scanned A, original, MIT.

A project guide for openclaude-mcp, a control service that runs Claude Code with local Ollama models. It describes the project's standards, important files, and installation documentation.

In plain words
What is it for?
It helps maintain the service's tools, responses, transports, configuration, and installation process.
Why use it?
It provides consistent instructions for coding work without relying on the assistant to rediscover the project's conventions each time.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md. Also seen: mentions CLAUDE.md; mentions Claude Code.

This is sandraschi/openclaude-mcp's own configuration. It tells Codex and OpenCode how to work on openclaude-mcp itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything openclaude-mcp configures →

Reuse

Borrowing it

Nothing to install: this file belongs to sandraschi/openclaude-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/sandraschi/openclaude-mcp/master/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/sandraschi/openclaude-mcp

Made for: Codex, OpenCode.

Wrote this? Show the measurements

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Per session 201 This file is loaded in full into every session.
When invoked 201 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00201 $0.00201
Opus 5.5 $0.00080 $0.00080
Sonnet 5.5 $0.00040 $0.00040
Haiku 4.5 $0.00020 $0.00020

Measured 2mo ago against content hash 2f26620e1868, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

openclaude-mcp AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

AGENTS.md · 18 lines

What it actually says

openclaude-mcp — Agent Guide

Overview

MCP control plane for OpenClaude — run Claude Code harness against local Ollama models. Zero cloud token cost. KAIROS autoDream. ULTRAPLAN relay.

Standards

  • FastMCP 3.2+ portmanteau tool pattern — tools use operation enum param
  • Responses: structured dicts with success, message, domain-specific fields
  • Dual transport: stdio (Claude Desktop) + HTTP (MCP_TRANSPORT=http)
  • See mcp-central-docs for fleet-wide coding standards

Key Files

  • README.md — full documentation
  • pyproject.toml — build config and entry points
  • CLAUDE.md — Claude Code context (if present)

Install docs: follow mcp-central-docs/standards/AGENT_INSTALL_REFERENCE.md

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 18 lines · 201 tokens per session scan A 2f26620e1868

Subscribe to this mod's changes

openclaude-mcp AGENTS.md is an instructions file published in the GitHub repository sandraschi/openclaude-mcp (7 stars, last pushed 13d ago), licensed MIT. It adds 201 tokens to every session, about $0.0008 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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