io.github.skakumanu/llm-pricing-mcp-server

up checked 2026-11-11T06:39:29.863Z

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Publisher-provided title

LLM Pricing

Publisher-provided description

Real-time, drift-verified LLM pricing across 31 providers with cost+quality model routing.

Summary by lookupd

Lets an agent compare, estimate and record LLM costs, route prompts to models, and manage price and budget alerts across many providers.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http llm-pricing-mcp-server https://llm-pricing-api.fly.dev/mcp

Claude Code, npm package (stdio)

claude mcp add llm-pricing-mcp-server -- npx -y llm-pricing-mcp

Codex, remote (streamable-http)

codex mcp add llm-pricing-mcp-server --url https://llm-pricing-api.fly.dev/mcp

Codex, npm package (stdio)

codex mcp add llm-pricing-mcp-server -- npx -y llm-pricing-mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "llm-pricing-mcp-server": {
      "url": "https://llm-pricing-api.fly.dev/mcp"
    }
  }
}

Cursor, npm package (stdio) → .cursor/mcp.json

{
  "mcpServers": {
    "llm-pricing-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "llm-pricing-mcp"
      ]
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (showing 30 of 32)

Publisher-provided text

• get_all_pricing Get current pricing for all LLM models from all providers
• estimate_cost Estimate the cost of using a specific LLM model
• compare_costs Compare costs for multiple LLM models. Every named model is priced; pass client (e.g. 'claude_code') to also flag each model runnable_in_client (it never filter
• get_performance_metrics Get performance metrics (throughput, latency, context window) for models
• get_use_cases Get recommended use cases and strengths for LLM models
• get_telemetry Get MCP server telemetry and usage statistics including tool usage, response times, and error rates
• get_pricing_history Query historical pricing snapshots recorded over time. Use this to look up past prices for a model or provider, or to see how prices have changed over a given n
• get_pricing_trends Find models whose prices changed the most over a given period. Returns models sorted by absolute percentage price change with a direction label ('increased', 'd
• register_price_alert Register a webhook URL to receive notifications when a model's price changes by more than a specified percentage. Optionally scope the alert to a specific provi
• list_price_alerts List all registered price-change webhook alerts with their IDs and settings. Operator only: needs the server operator's key (MCP_API_KEY) on the MCP connection
• delete_price_alert Delete a registered price-change alert by its ID. Operator only: needs the server operator's key (MCP_API_KEY) on the MCP connection (x-api-key or Authorization
• manage_price_alert View or delete the one price-change alert you registered, using the alert_token that register_price_alert returned once. No API key needed: the alert_token is t
• get_pricing_export_url Generate a download URL for the pricing history export. Returns a URL the user can open in their browser to download snapshot history as CSV (for spreadsheets)
• list_conversations List stored chat conversation sessions with their IDs, last-updated timestamp, turn count, and a preview of the most recent user message. Use this when the user
• delete_conversation Delete a specific chat conversation by its ID. Use when the user asks to delete, clear, or remove a past conversation. Use list_conversations first to find the
• get_ide_pricing Get subscription pricing for AI coding IDE tools: GitHub Copilot, Cursor, Windsurf, Claude.ai, JetBrains AI, Amazon Q Developer, and Tabnine. Returns monthly su
• predict_cost Predict the real cost of an LLM call from your actual prompt text — no need to know token counts in advance. Counts tokens locally, infers the task type (or acc
• optimize_workload Optimise a multi-task LLM workload by assigning the cheapest qualifying model to each task instead of running everything through one model. Takes a list of work
• recommend_model Recommend the optimal LLM model from a free-text description of your use case — no need to already know the routing engine's task_type vocabulary. Classifies th
• check_price_drift Audit this server's own pricing data against an external reference registry. Prices here are hand-maintained and go stale silently; a price that disagrees with
• get_data_quality Report an aggregate accuracy summary for the pricing catalogue: what percentage of models have a confirmed, fresh price, how many are currently withheld due to
• get_cache_stats Report process-lifetime hit/miss counts, total lookups, and hit rate for the ~5-minute recommendation cache, separately for the recommend_model tool and POST /r
• record_usage Record actual token usage for a completed LLM call. Cost is computed server-side from current pricing, never trusted from the caller — this is the 'actual spend
• get_usage_summary Get a summary of actual recorded LLM spend: total cost, request count, and breakdowns by model and provider, from usage events previously logged via record_usag
• analyze_session_usage Analyze one specific session's actual recorded LLM usage (tagged via record_usage's session_id) on demand: total input/output tokens, total actual cost, and a p
• import_session_usage Bulk-import a completed session's usage in a single call — the retroactive counterpart to record_usage, for when a session wasn't instrumented live. Use when a
• register_budget_alert Register a webhook URL to receive notifications when actual recorded spend (from record_usage) crosses a USD threshold within a rolling window. The alert monito
• list_budget_alerts List your org's registered budget-spend webhook alerts with their IDs and settings. Requires your service API key on the MCP connection (x-api-key or Authorizat
• delete_budget_alert Delete one of your org's registered budget-spend alerts by its ID. Requires your service API key on the MCP connection (x-api-key or Authorization: Bearer); ano
• dispatch Send a text chat request through the dispatch gateway: it applies your policy, runs the best eligible model, and returns the completion, usage and the full disp

Details

• Version: 1.79.1
• Transports: streamable-http, stdio
• Uptime (7 days): 100%
• Median latency: 314 ms
• First indexed: 2026-11-01T09:55:19.601Z
• Last seen in registry: 2026-11-01T09:55:19.623Z
• Repository: https://github.com/skakumanu/llm-pricing-mcp-server

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