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 (defaulthttp://34.246.208.210:8000)II_API_KEY- OptionalBearerkey (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.
1 maintainer
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