InferenceIndexer MCP Server

InferenceIndexer MCP Server

Exposes InferenceIndexer's live and historical inference pricing as MCP tools, enabling search of models, providers, price comparisons, and SIT index trends.

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InferenceIndexer MCP Server

Model Context Protocol server exposing InferenceIndexer's live + historical inference pricing as agent callable tools. Instead of an agent assembling inference pricing itself (slow, incomplete), it can call these tools to get complete pricing, historical trends, provider comparison, and the SIT index.

Tools

Tool Description
search_models Search/list models with current pricing (by text, tier, sort)
get_model Full detail + current price for one model
get_model_history Historical price trends for one model (the differentiator)
list_providers All providers with model counts + price stats
get_provider Detail for one provider (models, tiers, price range)
get_composite_latest Current SIT-Composite index value + tier breakdown
get_composite_history SIT-Composite index history / trend
compare_providers Price of one model across all providers that host it

Config (env)

  • II_API_BASE - InferenceIndexer API base (default http://34.246.208.210:8000)
  • II_API_KEY - Optional Bearer key (use to raise rate limits)
  • II_SSR_SECRET - Optional first-party SSR secret (higher rate tier)

Run

stdio (recommended for local/agent-run):

uv sync
uv run inferenceindexer-mcp

Serve over HTTP/SSE (for remote clients, e.g. on the VPS):

II_SSR_SECRET=... uv run inferenceindexer-mcp --transport streamable-http --port 8899

Connect an agent / MCP client

Claude Desktop / generic MCP client (stdio):

{
  "mcpServers": {
    "inferenceindexer": {
      "command": "uvx",
      "args": ["inferenceindexer-mcp", "--transport", "stdio"]
    }
  }
}

Updated Aug 2026.

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