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 https://api.inferenceindexer.ai)
II_API_KEY - Optional bearer key (public server works without one; a key raises rate limits)
II_SSR_SECRET - Optional first-party secret for self-hosted/higher-tier use only. Not set on the public server.

Run

stdio (recommended for local/agent-run):

uv sync
uv run inferenceindexer-mcp

Serve over HTTP/SSE (for remote clients, e.g. the hosted endpoint at https://api.inferenceindexer.ai/mcp):

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.

inferenceindexer mcp

InferenceIndexer MCP Server

Tools

Config (env)

Run

Connect an agent / MCP client