LIVE
OPUS 4.7$15 / $75per Mtok
SONNET 4.6$3 / $15per Mtok
GPT-5.5$10 / $30per Mtok
GEMINI 3.1$3.50 / $10.50per Mtok
SWE-BENCHleader Claude Opus 4.772.1%
MMLU-PROleader Opus 4.788.4
VALS FINANCEleader Opus 4.764.4%
AFTAv1.0 whitepaper live at /whitepaper
OPUS 4.7$15 / $75per Mtok
SONNET 4.6$3 / $15per Mtok
GPT-5.5$10 / $30per Mtok
GEMINI 3.1$3.50 / $10.50per Mtok
SWE-BENCHleader Claude Opus 4.772.1%
MMLU-PROleader Opus 4.788.4
VALS FINANCEleader Opus 4.764.4%
AFTAv1.0 whitepaper live at /whitepaper
All systems operational0 AI providers monitored, polled every 2 minutes
Live status
All endpoints

Premium MCP Registry Series

1 credit
GET /api/premium/mcp/registry/series

Daily snapshot deltas for the canonical MCP Registry. Each day returns total server count, new servers added that day, and version-bump count, sourced from registry.modelcontextprotocol.io.

When to use this endpoint

For tracking the MCP ecosystem growth (new servers per day) and churn (which servers are publishing actively). Useful for newsletter-grade ecosystem monitoring.

Parameters

NameInTypeDescription
from*querystringStart date YYYY-MM-DDe.g. 2026-04-01
to*querystringEnd date YYYY-MM-DD (max 90 days)e.g. 2026-05-09

* required

Example response

{ "ok": true, "range": { "from": "2026-04-01", "to": "2026-05-09" }, "by_date": { "2026-05-09": { "total_servers": 287, "new_servers": 12, "version_bumps": 8 } }, "billing": { "credits_charged": 1, "credits_remaining": 49 } }

Code samples

Python SDK

tf._get("/premium/mcp/registry/series", **{"from":"2026-04-01","to":"2026-05-09"})

TypeScript SDK

await fetch("https://tensorfeed.ai/api/premium/mcp/registry/series?from=2026-04-01&to=2026-05-09", { headers: { Authorization: "Bearer tf_live_..." } });

FAQ

When did capture start?

TF began snapshotting the MCP Registry in April 2026. Earlier dates return empty.

Related endpoints