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io.github.DesMartin01/inferenceindexer-mcp

io.github.DesMartin01/inferenceindexer-mcp · v0.1.1

Measured by MCP Station

Description written by the publisher, not verified

AI inference pricing for agents: live and historical model prices, provider comparison.

Connect

claude mcp add --transport http inferenceindexer-mcp https://api.inferenceindexer.ai/mcp

{
  "mcpServers": {
    "inferenceindexer-mcp": {
      "url": "https://api.inferenceindexer.ai/mcp"
    }
  }
}

Tools as reported by the server

• recommend_models
  Recommend the best-value AI models for given constraints, ranked with receipts. The core answer endpoint: give it constraints and it returns the top models ranked by Cost/IQ (quality-adjusted price, lower is better), each with a plain-English 'why', a hot-swap endpoint_config (provider base_url + na
• explain_model
  Get everything about one model in a single call: the full picture. Returns current pricing (input/output/blended, Cost/IQ, 24h/7d changes), a price-history summary with trend, all provider endpoints, the cheapest hand-verified endpoint with its native model id (for hot-swapping), privacy flags (ZDR/
• search_models
  Search and list AI inference models with current pricing. Args: query: Text search on model id/name (optional). tier: Filter by tier: frontier | standard | budget | micro (optional). limit: Max results (1-100, default 25). sort: Sort key: blended | input | output | sit_score | sit_adjusted_price (de
• get_model
  Get full detail + current pricing for one model by its id. Args: model_id: Canonical model id, e.g. 'openai/gpt-5.6' or 'anthropic/claude-sonnet-5'. Returns: pricing, tier, SIT score, quality-adjusted price (Cost/IQ).
• get_model_history
  Get HISTORICAL price data / trends for one model. This is InferenceIndexer's differentiator: aggregators like OpenRouter expose only current price; this returns the price over time (input, output, blended $/M), enabling trend analysis. Args: model_id: Canonical model id, e.g. 'openai/gpt-5.6'. days:
• list_providers
  List all inference providers with model counts and price stats.
• get_provider
  Get detail for one provider: models, tier breakdown, price range. Args: provider_name: Provider name, e.g. 'DeepInfra', 'Novita', 'Venice'. Returns: provider detail with model list and pricing.
• get_composite_latest
  Get the current SIT-Composite index value + per-tier breakdown. The SIT-Composite is a usage-weighted mean of the top-50 models by token volume, reflecting what developers actually pay for inference.
• get_composite_history
  Get SIT-Composite index history / trend over time. Args: days: History window in days (1-90, default 30). Returns: historical composite index values.
• compare_providers
  Compare the price of one model across the providers that host it. Args: model_id: Canonical model id, e.g. 'meta/muse-spark-1.1'. Returns: per-provider endpoints with pricing, showing where direct provider prices diverge (e.g. from OpenRouter's negotiated rate).

Tool changes

• 2026-10-21: recommend_models, explain_model, search_models, get_model, get_model_history, list_providers, get_provider, get_composite_latest, get_composite_history, compare_providers
• 2026-10-16: recommend_models, explain_model, search_models, get_model, get_model_history, list_providers, get_provider, get_composite_latest, get_composite_history, compare_providers

Repository · JSON · Text for agents · Registry updated 2026-09-01