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Local Model Suitability MCP

R0· no sign-in

Check if a task runs locally vs cloud. Save money on calls that don't need cloud inference.

v1.1.23 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality83good
Trust90of 100
Uptime, 30 days100%
Latency p50263 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "local-model-suitability-mcp": {
      "type": "http",
      "url": "https://local-model-suitability-mcp-production.up.railway.app"
    }
  }
}
claude mcp add --transport http local-model-suitability-mcp https://local-model-suitability-mcp-production.up.railway.app
[mcp_servers.local-model-suitability-mcp]
url = "https://local-model-suitability-mcp-production.up.railway.app"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "local-model-suitability-mcp": {
      "type": "remote",
      "url": "https://local-model-suitability-mcp-production.up.railway.app",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "local-model-suitability-mcp": {
      "type": "http",
      "url": "https://local-model-suitability-mcp-production.up.railway.app"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=local-model-suitability-mcp&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbG9jYWwtbW9kZWwtc3VpdGFiaWxpdHktbWNwLXByb2R1Y3Rpb24udXAucmFpbHdheS5hcHAifQ%3D%3D"
}
{
  "servers": {
    "local-model-suitability-mcp": {
      "type": "http",
      "url": "https://local-model-suitability-mcp-production.up.railway.app"
    }
  }
}
{
  "mcpServers": {
    "local-model-suitability-mcp": {
      "httpUrl": "https://local-model-suitability-mcp-production.up.railway.app"
    }
  }
}
extensions:
  "local-model-suitability-mcp":
    enabled: true
    name: "local-model-suitability-mcp"
    type: streamable_http
    uri: "https://local-model-suitability-mcp-production.up.railway.app"
    timeout: 300

Quality 83 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2024-11-05; 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: check_local_viability (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)
  • pass
    tools.token_costabout 353 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependencies100 · weight 15
  • pass
    deps.known_vulnsno known advisory in 41 resolved packages
  • n/a
    deps.mcp_sdk_versionthe official MCP SDK is not in the dependency graph
  • pass
    deps.resolvable[email protected] resolved: 41 packages

1 tools, about 353 tokens to load them all · tool set dda00c977d8d · checked 2026-10-20 17:34 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

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 90 / 100

provenance90
liveness100
freshness65
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-100% ~updated-118d-ago

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

Dependencies

[email protected] npm40 dependencies, resolved · advisories checked 2026-10-19

No known advisory affects this dependency graph.

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://local-model-suitability-mcp-production.up.railway.app streamable-httpnoneyes100%263 ms2024-11-052026-10-20
packageregistryversionruntimesecrets
local-model-suitability-mcpnpm1.1.23–ANTHROPIC_API_KEY

Tools (1)

check_local_viabilityChecks whether a task can be handled by a local model instead of a cloud API. Call this BEFORE your agent routes any task to a cloud model — at the moment a task is ready to be sent and the model has not yet been selected. Use this when your agent is about to make a cloud inference call and wants to determine whether a local model could handle it at lower cost. Returns LOCAL/CLOUD/EITHER verdict with recommended model. If verdict is LOCAL, skip the cloud call entirely — saves cost on every routable inference call. Pass data_sensitivity=CONFIDENTIAL to force LOCAL verdict for tasks that must not leave the machine. Do not route to cloud without checking local viability first.

Schemas: list_tools.

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Official server.json
{
  "name": "io.github.OjasKord/local-model-suitability-mcp",
  "title": "Local Model Suitability MCP",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://local-model-suitability-mcp-production.up.railway.app",
      "type": "streamable-http"
    }
  ],
  "version": "1.1.23",
  "packages": [
    {
      "version": "1.1.23",
      "transport": {
        "type": "stdio"
      },
      "identifier": "local-model-suitability-mcp",
      "registryType": "npm",
      "environmentVariables": [
        {
          "name": "ANTHROPIC_API_KEY",
          "isSecret": true,
          "isRequired": true,
          "description": "Anthropic API key for Claude routing analysis"
        }
      ]
    }
  ],
  "repository": {
    "url": "https://github.com/OjasKord/local-model-suitability-mcp",
    "source": "github"
  },
  "websiteUrl": "https://kordagencies.com",
  "description": "Check if a task runs locally vs cloud. Save money on calls that don't need cloud inference."
}