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Search / com.theneuralnet/model-register

The Neural Net

R0· no sign-in

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

v1.0.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality73new
Trust83of 100
Uptime, 30 days100%
Latency p50348 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "model-register": {
      "type": "http",
      "url": "https://theneuralnet.com/api/mcp"
    }
  }
}
claude mcp add --transport http model-register https://theneuralnet.com/api/mcp
[mcp_servers.model-register]
url = "https://theneuralnet.com/api/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "model-register": {
      "type": "remote",
      "url": "https://theneuralnet.com/api/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "model-register": {
      "type": "http",
      "url": "https://theneuralnet.com/api/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=model-register&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vdGhlbmV1cmFsbmV0LmNvbS9hcGkvbWNwIn0%3D"
}
{
  "servers": {
    "model-register": {
      "type": "http",
      "url": "https://theneuralnet.com/api/mcp"
    }
  }
}
{
  "mcpServers": {
    "model-register": {
      "httpUrl": "https://theneuralnet.com/api/mcp"
    }
  }
}
extensions:
  "model-register":
    enabled: true
    name: "model-register"
    type: streamable_http
    uri: "https://theneuralnet.com/api/mcp"
    timeout: 300

Quality 73 / 100new

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: register_stats (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_model (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); recent_releases (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 747 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pulltool history recorded for 1 of the 7 days needed
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

6 tools, about 747 tokens to load them all · tool set f7e800e02655 · tools last changed 2026-10-20 · checked 2026-10-20 14:21 UTC

Tool changes

  • search_modelschangedinput schema

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 83 / 100

no-repository
provenance55
liveness100
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-100% +updated-2d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://theneuralnet.com/api/mcp streamable-httpnoneyes100%348 ms2025-06-182026-10-20

Tools (6)

get_modelGet 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.
get_wireEverything 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.
recent_releasesModels first recorded in the register within the last N days. Use to answer 'what shipped recently' or 'what is new in open-weight models'.
register_statsSummary 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.
search_modelsSearch 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.
search_newsSearch 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.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.theneuralnet/model-register",
  "title": "The Neural Net",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://theneuralnet.com/api/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://theneuralnet.com",
  "description": "Sourced register of open-weight AI model releases and AI news. Every field cites its source."
}