Inferenceindexer MCP

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

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "inferenceindexer-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "inferenceindexer-mcp"
      ]
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Documentation Overview

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):

bash

uv sync
uv run inferenceindexer-mcp

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

bash

uv run inferenceindexer-mcp --transport streamable-http --port 8899

Connect an agent / MCP client

Claude Desktop / generic MCP client (stdio):

config.json

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

Updated Aug 2026.

Read the full README →View source on GitHub →

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Frequently Asked Questions about Inferenceindexer MCP

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "inferenceindexer-mcp": { "command": "npx", "args": ["-y", "inferenceindexer-mcp"] } }

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Technical Specs & Signals

CategoryDeveloper Tools

27Quality signal: Emerging · 27/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20

Documentation & tools11/30

Adoption & activity1/15

Community engagement0/10

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Documentation Overview

InferenceIndexer MCP Server

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):

bash

uv sync
uv run inferenceindexer-mcp

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

bash

uv run inferenceindexer-mcp --transport streamable-http --port 8899

Connect an agent / MCP client

Claude Desktop / generic MCP client (stdio):

config.json

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

Updated Aug 2026.

Frequently Asked Questions about Inferenceindexer MCP

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "inferenceindexer-mcp": { "command": "npx", "args": ["-y", "inferenceindexer-mcp"] } }