Inspect 1NFER models, crypto funding terms and task cost without keys or paid calls.
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Scored across 4 tools
Each tool targets a distinct discovery concern: setup instructions, cost estimation, model catalog, and payment terms. The only potential overlap between estimate_cost and list_models is minimal because one lists reference rates while the other computes an estimate.
All names use snake_case, but the set mixes verb_noun patterns (estimate_cost, list_models) with noun phrases (connection_recipe, payment_terms). The names remain readable and descriptive despite the inconsistent structure.
Four tools is well-scoped for a read-only inference discovery server. Each tool earns its place by covering a separate informational need without redundancy.
The surface covers setup, cost, model identifiers/rates, and payment conditions, which are core to discovery. Minor gaps exist around model capabilities, context metadata, or provider comparison that would round out the discovery experience.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
connection_recipeestimate_costlist_modelspayment_termsRead-only Autonomy capability, schema, status and pricing discovery. Paid execution remains paused.
Discover unlimited LLM inference pools, get USDC quotes, subscribe on Base, check key status.
Inspect Fireworks AI models, deployments, datasets and fine-tuning jobs.
Pay-per-call (x402/USDC-Base) web + crypto data tools for AI agents: audit, extract, crypto, DeFi.
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