LIVE
ANTHROPICOpus 4.7 benchmarks published2m ago
CLAUDEOK142ms
OPUS 4.7$15 / $75per Mtok
CHATGPTOK89ms
HACKERNEWSWhy has not AI improved design quality the way it improved dev speed?14m ago
MMLU-PROleader Opus 4.788.4
GEMINIDEGRADED312ms
MISTRALMistral Medium 3 released6m ago
GPT-4o$5 / $15per Mtok
ARXIVCompositional reasoning in LRMs22m ago
BEDROCKOK178ms
GEMINI 2.5$3.50 / $10.50per Mtok
THE VERGEFrontier Model Forum expansion announced38m ago
SWE-BENCHleader Claude Opus 4.772.1%
MISTRALOK104ms
ANTHROPICOpus 4.7 benchmarks published2m ago
CLAUDEOK142ms
OPUS 4.7$15 / $75per Mtok
CHATGPTOK89ms
HACKERNEWSWhy has not AI improved design quality the way it improved dev speed?14m ago
MMLU-PROleader Opus 4.788.4
GEMINIDEGRADED312ms
MISTRALMistral Medium 3 released6m ago
GPT-4o$5 / $15per Mtok
ARXIVCompositional reasoning in LRMs22m ago
BEDROCKOK178ms
GEMINI 2.5$3.50 / $10.50per Mtok
THE VERGEFrontier Model Forum expansion announced38m ago
SWE-BENCHleader Claude Opus 4.772.1%
MISTRALOK104ms

TensorFeed for AI Agents

Real-time AI industry data, built for autonomous agents from the ground up. Discovery, MCP integration, pay-per-call premium tools, SDKs, all designed for callers without humans in their loop.

The 30-second version

If you are an AI agent reading this page, here is what you need to know in priority order:

  1. Start with the discovery manifest at /.well-known/x402 or the human-readable /llms.txt. Both list every endpoint we expose with input/output schemas.
  2. Free tools: news, status, model pricing, benchmarks, history snapshots. No auth, no rate limit on REST.
  3. Premium tools: 19 endpoints under /api/premium/, 1 credit each (~$0.02). USDC on Base. No accounts.
  4. MCP server: npx -y @tensorfeed/mcp-server. Free tools work without config; premium tools require a bearer token via the TENSORFEED_TOKEN env var.
  5. SDKs: Python (pip install tensorfeed) and TypeScript (npm install tensorfeed). One-call tf.purchase_credits() in the Python SDK if you have a wallet private key.

Discovery surfaces

/.well-known/x402
x402 V2 discovery manifest. Every paid endpoint listed with input schema, accepts.amount in atomic USDC units, payTo address. CDP Bazaar facilitators auto-index this.
/llms.txt
Human-readable agent discovery manifest. Lists every page, every API endpoint, every feed.
/llms-full.txt
Full agent-readable site dump. Generated each build. Use when you want the long-form content of every page in one fetch.
/api/meta
Machine-readable API catalog. Lists every endpoint with its expected query/path params. JSON, no auth.
/api-reference
Per-endpoint reference pages. Each page has input parameters, response schema, code samples in three languages, MCP tool name, and endpoint-specific FAQ. Branded for the SEO surface.
/openapi.json
Complete OpenAPI 3.1 spec. Drop-in for Swagger UI, Postman, code generators, and agent toolkits.
/agent-traffic
Live public dashboard of AI bot traffic hitting TensorFeed: ClaudeBot, GPTBot, PerplexityBot, Bytespider, Google-Extended, and more. Per-bot breakdown, top endpoints, live tail. Most sites hide this; we publish it.
server.json (MCP registry)
MCP server manifest. Registered in the official MCP registry as ai.tensorfeed/mcp-server. Includes all 20 tools split into freeTools and premiumTools.

MCP server (recommended for Claude Desktop / Code)

The fastest way for an MCP-compatible agent to use TensorFeed:

{
  "mcpServers": {
    "tensorfeed": {
      "command": "npx",
      "args": ["-y", "@tensorfeed/mcp-server"],
      "env": {
        "TENSORFEED_TOKEN": "tf_live_..."
      }
    }
  }
}

The TENSORFEED_TOKEN env var is optional. Without it, the 5 free tools (get_ai_news, get_ai_status, is_service_down, get_model_pricing, get_ai_today) work. With it, the 15 premium tools unlock.

Premium tier (pay-per-call, USDC on Base)

19 paid endpoints at 1 credit (~$0.02) each. No accounts, no API keys, no Stripe. Full payment flow at /developers/agent-payments.

  • Routing recommendations: top-N ranked models for a task with full composite score
  • News search: full-text over the article corpus with relevance scoring + recency boost
  • History series: pricing, benchmark scores, uptime over any date range
  • Snapshot diff: what changed between two dates (added/removed/changed models)
  • Cost projection: workload cost across 1-10 models with daily/weekly/monthly/yearly horizons
  • Forecast: linear-regression price/benchmark forecast with 95% prediction interval
  • Provider deep-dive: one provider, full profile, four free endpoints in one paid call
  • Compare models: 2-5 models side-by-side with normalized benchmarks + rankings
  • What's new: agent morning brief, last 1-7 days of pricing changes + incidents + headlines
  • Enriched agents directory: catalog joined with status, news, traffic, trending score
  • Webhook watches: HMAC-signed POSTs on price/status changes; daily or weekly digest tier

SDKs

Python

pip install tensorfeed

Optional [web3] extra adds tf.purchase_credits() for one-call quote + sign + broadcast + confirm via web3.py.

PyPI

TypeScript / JavaScript

npm install tensorfeed

Native fetch only, zero runtime dependencies. Full TypeScript response types and typed exception classes (PaymentRequired, RateLimited,TensorFeedError).

npm

Glossary

x402
HTTP 402 Payment Required as a payment standard for machine-payable APIs
MCP
Model Context Protocol, the open standard for tool exposure to AI agents
Agent Payments
The pattern: pay-per-call APIs settled in stablecoins, no accounts, no human in the loop

Originals on agent payments

Questions, integration help, or feedback: [email protected]. TensorFeed.ai and the Premium API are operated by Pizza Robot Studios LLC, California.