The Neural Net

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com.theneuralnet/model-registerv1.0.0 Domain verified

Sourced register of open-weight AI model releases and AI news. Every field cites its source.

Research & Knowledge News & Media

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https://theneuralnet.com/api/mcp

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Tool list from our last check. Connect live to refresh it.

get_model

Get the full record for one model, including every field and the endpoint each field was sourced from. Use when you need provenance or complete detail.

idstring, required

Repo id, e.g. "Qwen/Qwen3.8-27B"

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Tools (6)

get_model

Get the full record for one model, including every field and the endpoint each field was sourced from. Use when you need provenance or complete detail.

Argument	Type	Description
id*	string	Repo id, e.g. "Qwen/Qwen3.8-27B"

Input schema (JSON)

{
  "type": "object",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "description": "Repo id, e.g. \"Qwen/Qwen3.8-27B\""
    }
  }
}

get_wire

Everything The Neural Net harvested in the last day that it did not write up, grouped by source and linked to the original. Use for a broad view of current activity.

No arguments.

Input schema (JSON)

{
  "type": "object",
  "properties": {}
}

recent_releases

Models first recorded in the register within the last N days. Use to answer 'what shipped recently' or 'what is new in open-weight models'.

Argument	Type	Description
days	number	Look-back window, default 30
limit	number	Default 25

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "days": {
      "type": "number",
      "description": "Look-back window, default 30"
    },
    "limit": {
      "type": "number",
      "description": "Default 25"
    }
  }
}

register_stats

Summary of what the register covers: how many models, field coverage, organisations tracked, and the inclusion rule. Use to judge whether the register can answer a question before querying it.

No arguments.

Input schema (JSON)

{
  "type": "object",
  "properties": {}
}

search_models

Search the model register: open-weight AI model releases with exact parameter counts, architectural context length, licence and release date. Use this to answer questions about which models exist, how big they are, what they are licensed under, or what shipped recently.

Argument	Type	Description
task	string	e.g. text-generation, image-text-to-text, mask-generation
limit	number	Default 25, max 100
query	string	Substring match on the model id
license	string	e.g. apache-2.0, mit
reasoning	boolean	Only models whose chat template shows reasoning/thinking support
image_input	boolean	Only models that accept image input
min_context	number	Minimum architectural context length in tokens
organisation	string	e.g. qwen, deepseek-ai, meta-llama, google
tool_calling	boolean	Only models whose chat template shows tool-calling support

search_news

Search stories published by The Neural Net. Each story is written from a primary source and links to it. Use for narrative context on a release rather than raw model facts.

Argument	Type	Description
limit	number	Default 10
query	string	Substring match on headline and summary
topic	string	e.g. models, products, infrastructure, research, policy, safety

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "limit": {
      "type": "number",
      "description": "Default 10"
    },
    "query": {
      "type": "string",
      "description": "Substring match on headline and summary"
    },
    "topic": {
      "type": "string",
      "description": "e.g. models, products, infrastructure, research, policy, safety"
    }
  }
}