Borrowing it
Nothing to install: this file belongs to sketchymeow/ableton-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.
curl -O https://raw.githubusercontent.com/sketchymeow/ableton-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/sketchymeow/ableton-mcpWrote 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/sketchymeow/ableton-mcp/claude-md)<a href="https://agentmods.dev/instructions/sketchymeow/ableton-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/sketchymeow/ableton-mcp/claude-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/sketchymeow/ableton-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/sketchymeow/ableton-mcp/claude-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 | $0.00902 | $0.00902 |
| Opus 5 | $0.00451 | $0.00451 |
| Sonnet 5 | $0.00180 | $0.00180 |
| Haiku 4.5 | $0.00090 | $0.00090 |
Grade A, and why
ableton-mcp CLAUDE.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 9d 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 — 69 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ableton-mcp
MCP server that controls Ableton Live. Two processes: a Python remote script inside Live and a TypeScript MCP server, talking over TCP on 127.0.0.1:9877 with 4-byte length-prefixed JSON frames.
Commands
uv sync && uv run pytest— remote script tests, no Live needed (fake LOM in tests/unit/fake_live.py). Always uv, never pip.cd server && npm install && npm test— MCP server tests (vitest)cd server && npx tsc --noEmit— typecheckcd server && npm run build— esbuild bundle to server/dist/index.js (includes a stdio initialize smoke test)cd server && npm run build:mcpb— Claude Desktop bundle (node-type, packed with the official mcpb CLI)
Architecture rules
remote_script/AbletonMCP/runs inside Live's embedded Python:- Python 3.7-safe syntax only (Live 11 floor), stdlib only, no third-party deps. All the real logic lives here.
- No threads.
BridgeServer.tick()is pumped from Live's main thread every ~100ms viaschedule_message(1, ...). The Live API is main-thread only; the tick model makes that hold by construction. __init__.pymust stay importable outside Live: anything touchingLiveorableton.v2imports lazily (see surface.py, handlers).
server/is the MCP server: TypeScript,@modelcontextprotocol/serverv2 (McpServer,serveStdio, zod v4 schemas). Tools are thin wrappers; trivial one-property reads/writes go through the generic bridge commands (get_property/set_property/call_method); the bridge only gains commands for compound reads, batched writes, or logic that needs Live-side context.server/src/protocol.tsmust stay wire-compatible withremote_script/AbletonMCP/core/protocol.py. Both have framing tests.- One command registry dict in the remote script. Never maintain parallel command lists.
- Socket binds 127.0.0.1 only. Keep it that way.
- MCP clients stringify numbers on union-typed fields; the bridge coerces numeric strings everywhere a float is expected. Don't remove that.
- Object-valued LOM properties (routing, selected_) can't take scalars: set_property resolves against the available_ sibling list, or takes a value_path. Live float properties reject ints and strings (Boost.Python TypeError) — set_with_float_retry handles it.
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.
- 9d ago First seen · 69 lines · 902 tokens per session scan A 2972120d4ce3
ableton-mcp CLAUDE.md is an instructions file published in the GitHub repository sketchymeow/ableton-mcp (0 stars, last pushed 1mo ago), licensed MIT. It adds 902 tokens to every session, about $0.0045 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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