Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/neuralnexustech/cortex-mcp/agents-mdgit clone --depth 1 https://github.com/neuralnexustech/cortex-mcpWhat 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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.01573 | $0.01573 |
| Opus 5 | $0.00787 | $0.00787 |
| Sonnet 5 | $0.00315 | $0.00315 |
| Haiku 4.5 | $0.00157 | $0.00157 |
Grade A, and why
cortex-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 2d 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.
How it starts
The opening of the file, as written. The whole thing — 172 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Cortex MCP — Agent Guide
This file tells AI coding agents how to use Cortex effectively. Read this at session start.
Quick Start
- First call:
cortex_get_state— get compressed project context (<200 tokens) - Get next task:
cortex_get_next_task— NEVER decide your own next step - Work on the task — write code, create files
- Track progress:
cortex_tick_file— when you create/finish a filecortex_log_progress— after every significant stepcortex_update_feature— when a feature milestone is reachedcortex_add_test/cortex_update_test— when you write/run tests
- Check health:
cortex_check_reminders— handle ALL warnings before continuing - End session:
cortex_save_snapshot— compress session to summary
Session Lifecycle
START → cortex_get_state → cortex_get_next_task → WORK → cortex_check_reminders → ... → cortex_save_snapshot → END
Every Session Start
cortex_get_state → knows project, stack, goals, open issues, last progress
Every Task
cortex_get_next_task → get highest-priority pending todo
↓
Work (write code, create files)
↓
cortex_tick_file → track each file created
↓
cortex_log_progress → log what you did
↓
cortex_check_reminders → handle warnings
↓
cortex_get_next_task → get next todo (or "ALL TASKS COMPLETE")
Every Session End
cortex_save_snapshot → compress everything to summary
Tool Reference (31 tools)
Core Loop (5 tools)
| Tool | When | Purpose |
|---|---|---|
cortex_get_state |
Session start | Compressed project context |
cortex_get_next_task |
Before each task | Highest-priority pending todo |
cortex_log_progress |
After each step | Log completed work |
cortex_check_reminders |
After each task | 6 safety checks |
cortex_save_snapshot |
Session end | Compress session summary |
Project Setup (3 tools)
| Tool | Purpose |
|---|---|
cortex_init |
Initialize project (ask 10 questions first!) |
cortex_set_active_project |
Switch between projects |
cortex_health |
DB integrity + auto-repair |
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.
- 2d ago First seen · 172 lines · 1,573 tokens per session scan A cb3cd2d22bb3
cortex-mcp AGENTS.md is an instructions file published in the GitHub repository neuralnexustech/cortex-mcp (0 stars, last pushed 2mo ago), licensed MIT. It adds 1,573 tokens to every session, about $0.0079 per session on Opus 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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