{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"hn-47999656","slug":"ableton-live-mcp","name":"Ableton Live MCP","type":"mcp","url":"https://github.com/bschoepke/ableton-live-mcp","page_url":"https://unfragile.ai/ableton-live-mcp","categories":["mcp-servers"],"tags":["hackernews","show-hn"],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"hn-47999656__cap_0","uri":"capability://tool.use.integration.daw.control.via.mcp.protocol","name":"daw control via mcp protocol","description":"Exposes Ableton Live's Python API through the Model Context Protocol (MCP), enabling LLM agents and external tools to send commands to Live via standardized MCP server endpoints. Implements bidirectional communication by wrapping Live's native Python scripting interface with MCP transport handlers, allowing remote procedure calls to control playback, track manipulation, and device parameters without direct Live UI interaction.","intents":["I want to automate Ableton Live workflows from an LLM agent or CLI tool","I need to trigger Live actions programmatically from external applications","I want to build AI-assisted music production tools that control Live remotely"],"best_for":["Music producers integrating AI assistants into their DAW workflow","Developers building LLM-powered music production agents","Teams creating cross-application music automation pipelines"],"limitations":["Requires Ableton Live installation with Python scripting enabled — not compatible with Live Lite","MCP protocol overhead adds latency to real-time control operations","Limited to Live's public Python API surface — some advanced features may be inaccessible","No built-in persistence or state caching — each command requires fresh context"],"requires":["Ableton Live 11.0+ with Python 3.9+","MCP client implementation (Claude Desktop, custom agent framework, etc.)","Network connectivity between MCP client and Live instance"],"input_types":["MCP JSON-RPC requests","Natural language commands (via LLM intermediary)","Structured parameter objects"],"output_types":["MCP JSON-RPC responses","Live session state snapshots","Command execution status"],"categories":["tool-use-integration","music-production"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"hn-47999656__cap_1","uri":"capability://tool.use.integration.track.and.clip.manipulation.via.structured.commands","name":"track and clip manipulation via structured commands","description":"Provides granular control over Ableton Live tracks, clips, and arrangement through MCP function calls that map to Live's Python API methods. Implements command abstraction layer that translates high-level requests (e.g., 'mute track 3', 'set clip tempo to 120 BPM') into Live API calls, with response serialization that returns track state, clip properties, and parameter values as structured JSON.","intents":["I want to programmatically create, delete, or modify clips in a Live session","I need to control track properties like mute, solo, volume, and pan from an external tool","I want to query the current state of tracks and clips for analysis or decision-making"],"best_for":["AI music composition agents that need to arrange and edit clips","Automated mixing tools that adjust track parameters dynamically","Music analysis tools that need to read Live session structure"],"limitations":["Command execution is synchronous — no queuing or batch operations, limiting throughput for complex edits","No undo/redo integration — changes are permanent unless explicitly reversed","Limited to Live's public track/clip API — some advanced clip properties (e.g., warp markers) may not be accessible","No real-time parameter automation — only supports static value setting"],"requires":["Ableton Live 11.0+","MCP server running with access to Live's Python scripting context","Knowledge of Live's track/clip object hierarchy"],"input_types":["MCP command objects with track index, clip ID, and parameter values","Natural language descriptions (via LLM intermediary)"],"output_types":["Track state objects (mute, solo, volume, pan, device chain)","Clip metadata (name, start time, duration, tempo, loop state)","Command acknowledgment with success/failure status"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"hn-47999656__cap_2","uri":"capability://tool.use.integration.device.parameter.control.and.automation","name":"device parameter control and automation","description":"Enables remote control of Ableton Live devices (instruments, effects, MIDI tools) and their parameters through MCP commands that map to Live's device API. Implements parameter discovery (listing available devices and their parameters) and value setting with type validation, supporting both immediate parameter changes and envelope-based automation curves through Live's native automation system.","intents":["I want to adjust synth parameters (filter cutoff, resonance, etc.) programmatically","I need to automate effect parameters (reverb decay, delay feedback) over time","I want to discover what parameters are available on a device without manual inspection"],"best_for":["AI sound design agents that need to tweak instrument parameters","Generative music systems that automate effect parameters dynamically","Music production assistants that suggest parameter changes based on analysis"],"limitations":["Parameter automation requires Live's native automation lanes — no direct envelope API exposure","Device discovery is static (requires Live session to be open) — no offline parameter schema generation","Limited to parameters exposed by Live's public device API — third-party plugin parameters may be inaccessible","No MIDI learn or macro mapping support — only direct parameter control"],"requires":["Ableton Live 11.0+ with devices loaded in the session","MCP server with device API access","Device parameter names and ranges (discoverable via MCP)"],"input_types":["Device ID, parameter name, and target value","Automation envelope specifications (time, value pairs)"],"output_types":["Device list with parameter schemas","Parameter value confirmations","Automation curve state"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"hn-47999656__cap_3","uri":"capability://data.processing.analysis.session.state.querying.and.analysis","name":"session state querying and analysis","description":"Provides read-only MCP endpoints that return comprehensive snapshots of the current Ableton Live session, including track hierarchy, clip arrangement, device chains, and parameter values. Implements efficient state serialization that converts Live's internal object graph into JSON structures suitable for LLM analysis, enabling agents to understand session context before making modifications.","intents":["I want to understand the current structure of a Live session before making changes","I need to analyze track arrangement, clip timing, and device chains programmatically","I want to feed session state to an LLM for music production suggestions"],"best_for":["AI music analysis agents that need to understand session structure","Music production assistants that provide context-aware suggestions","Automated mixing tools that analyze track layout before processing"],"limitations":["State snapshots are point-in-time — no streaming or real-time updates if session changes externally","Large sessions (100+ tracks, 1000+ clips) may produce large JSON payloads, increasing latency","No incremental state diffing — each query returns full state rather than deltas","Limited to publicly accessible session properties — some internal Live state is not exposed"],"requires":["Ableton Live 11.0+ with an open session","MCP server with read access to Live's session object"],"input_types":["Query parameters (e.g., 'get all tracks', 'get clip details for track 3')"],"output_types":["Session metadata (tempo, time signature, track count)","Track hierarchies with device chains and parameter values","Clip arrangements with timing, loop state, and MIDI/audio properties","Nested JSON structures representing the full session graph"],"categories":["data-processing-analysis","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"hn-47999656__cap_4","uri":"capability://tool.use.integration.playback.control.and.transport.management","name":"playback control and transport management","description":"Exposes Ableton Live's transport controls (play, stop, pause, seek) and playback state monitoring through MCP commands. Implements synchronization between MCP client requests and Live's internal playback engine, with state feedback that reports current playback position, tempo, and transport state to enable coordinated multi-tool workflows.","intents":["I want to start, stop, or pause playback programmatically","I need to seek to a specific bar or beat in the session","I want to monitor playback position for synchronization with external tools"],"best_for":["Music production agents that need to preview changes during playback","Synchronized multi-tool workflows (Live + external sequencers/synths)","Automated testing frameworks that need to trigger playback for analysis"],"limitations":["No sample-accurate seeking — transport commands are quantized to beat/bar boundaries","Playback state polling is asynchronous — no real-time event streaming for position updates","No metronome or click track control through MCP","Limited to Live's internal transport — no sync with external MIDI clock or Ableton Link"],"requires":["Ableton Live 11.0+ with a loaded session","MCP server with transport API access"],"input_types":["Transport commands (play, stop, pause)","Seek targets (bar number, beat offset)"],"output_types":["Transport state (playing, stopped, paused)","Current playback position (bar, beat, sample offset)","Session tempo and time signature"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"hn-47999656__cap_5","uri":"capability://tool.use.integration.llm.native.command.interpretation.and.context.passing","name":"llm-native command interpretation and context passing","description":"Implements MCP function schemas that translate natural language requests from LLMs into structured Live API calls, with context passing that maintains session state across multiple agent turns. Uses MCP's tool-calling interface to expose Live capabilities as callable functions with typed parameters and descriptions, enabling Claude and other LLM agents to understand and invoke Live operations without custom prompt engineering.","intents":["I want to give an LLM agent natural language instructions to control Live","I need the agent to maintain context about the session across multiple commands","I want the agent to suggest music production changes based on session analysis"],"best_for":["Music producers using Claude or other MCP-compatible LLMs as production assistants","Teams building AI-assisted music composition workflows","Developers creating LLM agents with music production capabilities"],"limitations":["LLM hallucination risk — agents may invent parameters or commands not supported by Live API","Context window limitations — large sessions may exceed LLM token budgets, requiring summarization","No explicit error recovery — failed commands may confuse agent reasoning without proper error handling","Requires MCP-compatible LLM client (Claude Desktop, custom agent framework) — not compatible with standard ChatGPT API"],"requires":["Ableton Live 11.0+","MCP server implementation","MCP-compatible LLM client (Claude Desktop, Cline, custom agent)","Function schema definitions for all exposed Live capabilities"],"input_types":["Natural language instructions from LLM","Session state context (JSON)"],"output_types":["Command execution results","Updated session state for LLM context","Structured feedback for agent decision-making"],"categories":["tool-use-integration","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":42,"verified":false,"data_access_risk":"moderate","permissions":["Ableton Live 11.0+ with Python 3.9+","MCP client implementation (Claude Desktop, custom agent framework, etc.)","Network connectivity between MCP client and Live instance","Ableton Live 11.0+","MCP server running with access to Live's Python scripting context","Knowledge of Live's track/clip object hierarchy","Ableton Live 11.0+ with devices loaded in the session","MCP server with device API access","Device parameter names and ranges (discoverable via MCP)","Ableton Live 11.0+ with an open session"],"failure_modes":["Requires Ableton Live installation with Python scripting enabled — not compatible with Live Lite","MCP protocol overhead adds latency to real-time control operations","Limited to Live's public Python API surface — some advanced features may be inaccessible","No built-in persistence or state caching — each command requires fresh context","Command execution is synchronous — no queuing or batch operations, limiting throughput for complex edits","No undo/redo integration — changes are permanent unless explicitly reversed","Limited to Live's public track/clip API — some advanced clip properties (e.g., warp markers) may not be accessible","No real-time parameter automation — only supports static value setting","Parameter automation requires Live's native automation lanes — no direct envelope API exposure","Device discovery is static (requires Live session to be open) — no offline parameter schema generation","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.58,"quality":0.22,"ecosystem":0.46,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:04.692Z","last_scraped_at":"2026-05-04T08:10:01.171Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=ableton-live-mcp","compare_url":"https://unfragile.ai/compare?artifact=ableton-live-mcp"}},"signature":"WdL/CHrb1YEJbI/LAZ8UcN5MW9qqVoZDWSNM+i3VX7+hF+kKdRljBCfwXpXc5dczZ7Ae7/+NXq0/u74HYutAAQ==","signedAt":"2026-06-22T13:26:33.786Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/ableton-live-mcp","artifact":"https://unfragile.ai/ableton-live-mcp","verify":"https://unfragile.ai/api/v1/verify?slug=ableton-live-mcp","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}