tech.neurodynamic/audio-llm
NeuroDynamic Audio, Captions, Documents and LLM APIs
Is the NeuroDynamic Audio, Captions, Documents and LLM APIs MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-06.
Audio, captions, PDF extraction, image OCR and LLM APIs with capped USDC payments.
alive probed 2026-11-15 · unchanged since 2026-11-06
- Run it
- uvx neurodynamic-mcp@1.1.2 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- NeuroDynamic audio, captions, documents and LLM services 1.1.2
- Capabilities
- experimental, prompts, resources, tools
- Instructions
- 508 characters
- Of a 1M window
- 0.2 % of a 1M context window
- Count
- 1.8k tokens in Claude Opus 5.5, exact, measured 2026-11-06. With the Claude Code prefix mcp__…__ on each tool name: 1.9k. The o200k_base estimate is 897. Counted again when the tool definitions change. Method.
- Website
- https://x402.neurodynamic.tech/integrations/mcp
- Registry
- active, updated 2026-11-05 · registry entry
- Changes
- 3 recorded, reachable in 3 of them. A row is added when the result, the tool count or the cost changes.
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.97×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| purchase_json | 369 | 187 | 21 % |
| transcribe_file | 294 | 149 | 17 % |
| transcript_package_file | 250 | 127 | 14 % |
| ocr_image_file | 207 | 105 | 12 % |
| extract_pdf_file | 201 | 102 | 11 % |
Compare this server with others.
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Servers that mention audio.
- AudioPod AI ai.audiopod/audiopod · needs auth
- Compeller ai.compeller/compel · alive
- OpenAI Tools MCP Server ai.com.mcp/openai-tools · alive
- Cosmonote ai.cosmonote/notes · needs auth
- ContentMaschine ai.contentmaschine/contentmaschine · needs auth
- Gessa: game asset generation for AI agents ai.gessa/mcp-server · needs auth
- Hypnothera ai.hypnothera/hypnothera · needs auth
- Kubflow AI ai.kubflow/kubflow · needs auth
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-11-06 08:42 | alive | 1.7 s | 9 | 1.8k | 897 |
| 2026-10-27 07:03 | alive | 1.9 s | 6 | 1.1k | 572 |
| 2026-10-20 06:46 | alive | 1.7 s | 6 | 572 |
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.