Borrowing it
Nothing to install: this file belongs to devnullvoid/mcp-ssh-tmux. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/devnullvoid/mcp-ssh-tmux/main/AGENTS.mdgit clone --depth 1 https://github.com/devnullvoid/mcp-ssh-tmuxWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/devnullvoid/mcp-ssh-tmux/agents-md)<a href="https://agentmods.dev/instructions/devnullvoid/mcp-ssh-tmux/agents-md"><img src="https://agentmods.dev/badge/instructions/devnullvoid/mcp-ssh-tmux/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/devnullvoid/mcp-ssh-tmux/agents-md"><img src="https://agentmods.dev/badge/instructions/devnullvoid/mcp-ssh-tmux/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.01568 | $0.01568 |
| Opus 5.5 | $0.00627 | $0.00627 |
| Sonnet 5.5 | $0.00314 | $0.00314 |
| Haiku 4.5 | $0.00157 | $0.00157 |
Grade A, and why
mcp-ssh-tmux 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 1mo 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 — 83 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent Continuity Guide
Source Reference
- Reference Project:
mcp-ssh-session - Absolute Path:
/home/jon/Dev/ai/mcp/mcp-ssh-session - Status: Pivot complete. Logic ported and improved.
Current Infrastructure
- Environment:
uv(Python 3.14+) - Command Runner:
just(seeJustfile) - Core Library:
libtmux(v0.30+ API used) with isolated socket (socket_name="mcp-ssh") - Logic:
mcp_ssh_tmux/session_manager.pyandserver.py.
Technical Insights for Future Agents
Philosophy: LLM-as-Observer
- The server provides raw visual snapshots. The AI agent is responsible for interpreting state (prompts, errors, etc.).
- Hints:
server.pyappends[INFO: ...]hints to snapshots when common shell prompts or password requests are detected.
Async Polling (Critical)
send_commandandread_fileMUST useawait asyncio.sleep(), nevertime.sleep(). The MCP server runs on an async event loop (FastMCP/uvicorn). Synchronous sleep blocks the entire event loop, making the server unresponsive to all other requests during the polling period. This was the root cause of a production bug wheresend_commandwith large timeouts (e.g., 60s fordocker service update) killed the server's ability to handle concurrentget_snapshotorlist_sessionscalls.
Key Dispatch
send_keys(literal mode) usespane.cmd("send-keys", *keys.split())to pass each token as a separate tmux argument. This lets tmux interpret key names (Enter,C-c,Tab) while still sending unrecognized tokens as literal text.- Do NOT use libtmux's
literal=True— it passes-lto tmux, which disables all key name interpretation (e.g.,"yes Enter"would type the word "Enter").
Connection Management
- SSH Execution: We start
sshdirectly as thewindow_shellcommand in tmux. This is more reliable than starting a shell and sending keys. - Config Resolution: We use
ssh -G <host>to resolve aliases and identity files from the user's~/.ssh/config. - Interactive Sessions: We intentionally avoid
BatchMode=yesfor the primary tmux-backed SSH session so the AI can handle interactive password/passphrase prompts visually. - Direct File Reads:
read_remote_filefirst attempts a separate non-interactivessh -o BatchMode=yes ... cat -- <path>using the resolved host/user/port/key info. If that fails, it falls back to bounded tmux history capture. - Persistence:
remain-on-exitis enabled viawindow.set_option("remain-on-exit", "on"). This allows capturing final errors after a connection dies.
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.
- 1mo ago Changed · +1 lines · +79 tokens per session abec43ace394
- 2mo ago First seen · 82 lines · 1,489 tokens per session scan A 1e23d419040e
mcp-ssh-tmux AGENTS.md is an instructions file published in the GitHub repository devnullvoid/mcp-ssh-tmux (7 stars, last pushed 1mo ago), licensed MIT. It adds 1,568 tokens to every session, about $0.0063 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.
mcp-ssh-tmux AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| mcp-ssh-tmux AGENTS.mddevnullvoid/mcp-ssh-tmux | Instructions file | 7 | 1mo ago | MIT | A | 1,568 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |