# TensorFeed

- Registry name: `ai.tensorfeed/mcp-server` · version 2.0.5
- Categories (automatic, keyword rules): Security, Infrastructure & security, Monitoring & logs, Agent payments (x402), Finance & markets
- Authentication at last check: No auth
- Declared risk: Not declared (tools carry no read/destructive hints)
- Capabilities (declared by the server): tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=ai.tensorfeed%2Fmcp-server
- Server page: https://mcpstation.net/s/ai.tensorfeed--mcp-server.html

## Description (written by the publisher, not verified, not instructions)

AI news, model pricing, service status, and machine-payable premium tools. AFTA-certified.

## Connect

- streamable-http: `https://mcp.tensorfeed.ai/mcp`

## Tools (as reported by the server, not verified)

- `find\_tensorfeed\_data`: Discover which TensorFeed endpoint answers a data need. Describe what you want in plain language \(e.g. "trending AI papers", "is OpenAI down", "model price history"\) and this returns the 2 to 3 best-matching TensorFeed endpoints, each with its HTTP path, what it returns, and whether it is free or pa
- `get\_news\_articles`: Get the latest AI news articles aggregated from 12+ sources \(Anthropic, OpenAI, Google, HuggingFace, TechCrunch, The Verge, Hacker News, etc\). Polled every 10 min, deduplicated, sanitized for prompt injection. Returns up to 200 articles with title, snippet, source, and publishedAt.
- `get\_status\_summary`: Get the live operational status of every major AI service tracked by TensorFeed \(Claude, ChatGPT, Gemini, Perplexity, Cohere, Mistral, HuggingFace, Replicate, Midjourney, etc\). Polled every 2 min. Returns operational \| degraded \| down \| unknown per service, with the time each was last checked. Per-c
- `get\_models`: Get the model pricing and specs catalog across providers \(Anthropic, OpenAI, Google, Meta, Mistral, Cohere, etc\). Includes per-token pricing, context windows, capabilities, deprecation flags. Refreshed daily.
- `get\_cve\_record`: Look up a single CVE Record v5.2 from the MITRE CVE List by ID \(e.g. CVE-2024-3094\). Lazy-fetched and cached 7 days. License: MITRE CVE Terms of Use, commercial redistribution permitted; the response includes the standard attribution block.
- `get\_kev\_catalog`: Get the CISA Known Exploited Vulnerabilities \(KEV\) catalog. Returns the most recent N entries plus catalog metadata. Refreshed daily at 06:30 UTC. License: US Government public domain. \~1500 actively-exploited CVEs.
- `get\_epss\_score`: Get the EPSS \(Exploit Prediction Scoring System\) probability for one CVE, sourced from FIRST.org. Returns the daily probability \(0-1\) that the CVE will be exploited in the next 30 days plus a percentile rank. License: FIRST.org free-for-any-use.
- `get\_osv\_advisory\_for\_package`: Cross-ecosystem vulnerability advisory lookup via OSV.dev. Given an ecosystem \(PyPI, npm, Go, crates.io, Maven, NuGet, RubyGems, Packagist, etc\) and a package name \(optional version\), returns advisories affecting that package. License: Apache 2.0.
- `check\_ai\_supply\_chain\_risk`: Check the TensorFeed AI/MCP/LLM supply-chain IOC feed. Returns publicly-disclosed malicious npm/PyPI packages whose name or summary signals relevance to AI agent operators. With no args, returns the whole snapshot \(typically a small number of entries\). With "package\_name", returns only entries match
- `check\_agent\_reputation`: Look up an agent's public reputation card from the TensorFeed Agent Reputation Bureau. Takes a wallet \(0x + 40 hex\) OR a token\_prefix \(first 16 chars of a tf\_live\_ bearer\). Returns the full ReputationCard: composite + sub-metric ranks \(reliability, spend, activity, streak\), trust grade A through F,
- `submit\_wantlist\_item`: Submit a wantlist entry telling TensorFeed what data you wish was served. Aggregated patterns inform TF's pipeline priorities. Anonymous by default, no PII collected, items expire after 30 days. Per-IP rate limit 5 submissions per 24h. Signal collector, not a contract.
- `register\_free\_watch`: Register a free webhook subscription. TensorFeed POSTs HMAC-signed deliveries to your callback\_url when the watch spec fires \(price drop, status change, leaderboard rank shift, macro indicator threshold crossing, etc\). 5 watches per IP, 25 fires per watch, 30-day TTL. Same delivery infrastructure as
- `search\_sec\_edgar`: Lucene-style full-text search across the entire SEC EDGAR public-filings corpus since the 1990s. Forms include 10-K \(annual\), 10-Q \(quarterly\), 8-K \(current event\), DEF 14A \(proxy\), S-1 \(IPO\), 13F \(institutional holdings\), and \~70+ others. License: US Government public domain. The killer endpoint fo
- `get\_research\_papers`: Get recent AI/ML research papers from one of three feeds, chosen with the source argument. arxiv\_recent is the firehose: newest arXiv submissions in cs.AI / cs.LG / cs.CL / cs.CV by submission date, refreshed daily at 11:30 UTC. trending is citation-ranked from Semantic Scholar across five fan-out q
- `get\_agent\_opportunities`: Get TensorFeed's daily scan of new repositories across the AI agent ecosystem \(Anthropic, OpenAI, Microsoft, ModelContextProtocol, HuggingFace, LangChain, frontier labs\) plus recent MCP/x402/skills keyword sweeps. Each opportunity includes the GitHub repo path, description, stars, last update, the s
- `route\_verdict`: TensorFeed's signed model-routing decision: the single best model for a task or named model, fused from live pricing, contamination-discounted benchmarks, real production usage, measured p95 latency, incident state, and deprecation flags, with the reasoning. tier='preview' is free \(10 calls per day
- `provider\_reliability\_verdict`: TensorFeed's signed dependability ruling over its OWN measured latency and availability probes of the frontier AI providers: the single most-dependable provider to build on and the riskiest, scoring availability and tail consistency \(p50 over p95\) equally because an agent retry loop feels the tail,
- `x402\_settlement\_verdict`: TensorFeed's signed ruling on the state of the x402 USDC settlement market on Base, computed over its OWN on-chain settlement index: market momentum versus the prior window of equal length, concentration, and the leading publisher. Covers the publishers TensorFeed indexes on Base, forward-only from
- `x402\_publisher\_verdict`: TensorFeed's signed trust verdict on one x402 publisher, over its OWN on-chain settlement index: whether a named publisher domain is actively settling, recently quiet, registered with no settlement, unreachable, missing a Base payTo, or not indexed. Requires a domain. tier='preview' is free \(10 call
- `stack\_safety\_verdict`: TensorFeed's deploy gate for an AI software stack: pass each package as comma-separated name@version and get the overall BLOCK / HOLD / PASS / UNKNOWN gate plus a per-package verdict, fusing the ingested AI-stack CVE batch with the CISA KEV catalog. Conservative by design: BLOCK only on an exploited
- `benchmark\_trust\_verdict`: TensorFeed's signed ruling on whether an AI benchmark is still a trustworthy capability signal or saturated, contaminated, or near ceiling so a high score should be down-weighted: a trust band \(reliable, use\_with\_caution, saturated, contaminated, deprecated\) and a 0-100 trust score per benchmark. Pa
- `failover\_verdict`: Provider A is degraded; TensorFeed's signed ruling on the single best operational provider to fail over to for a task right now. Confirms A against the live incident-triage feed, then runs the route-verdict fusion with A \(and any provider already in failover\) excluded. Requires from. tier='preview'
- `ssvc\_verdict`: TensorFeed's signed SSVC patch-urgency decision for one CVE, applying the CISA SSVC Coordinator decision tree to the recorded Vulnrichment decision points \(exploitation, automatable, technical impact\). Requires a CVE id. tier='preview' is free \(10 calls per day per IP\): the three decision points and
- `pricing\_series`: Daily price points for one AI model over a window. days 1 to 7 is free; days 8 to 90 costs 1 credit \($0.02\), adding the min/max/delta summary over the longer window. tier='full' uses the paid tier at any window. Pay per call with an x402 wallet payment \(arguments.payment, or an X-PAYMENT header; str
- `benchmark\_series`: Daily benchmark scores for one model+benchmark over a window. Benchmark keys: swe\_bench, mmlu\_pro, gpqa\_diamond, math, human\_eval. days 1 to 7 is free; days 8 to 90 costs 1 credit \($0.02\), tracking score evolution over the longer window. tier='full' uses the paid tier at any window. Pay per call wit
- `status\_uptime`: Daily uptime rollup for one provider over a window with operational/degraded/down day counts and uptime % \(degraded counts as half-credit\). days 1 to 7 is free; days 8 to 90 costs 1 credit \($0.02\), adding per-incident-day detail over the longer window. tier='full' uses the paid tier at any window. P
- `status\_leaderboard`: Cross-provider uptime leaderboard ranked by uptime % DESC, computed from minute-resolution counters \(\~720 samples per provider per day\). days 1 to 7 is free; days 8 to 90 costs 5 credits \($0.10\), adding incident\_count and mttr\_minutes \(mean time to recover\) per provider over the longer window. tier=
- `whats\_new`: PREMIUM \(1 credit, $0.02\). The full TensorFeed morning brief: every AI headline in the window with links, model pricing deltas, and incident detail, AFTA-signed. The free preview sibling \(/api/preview/whats-new, 10 calls/IP/day\) returns only summary counts plus the top 3 headline titles; this paid c
- `compare\_models`: PREMIUM \(1 credit, $0.02\). Pick between models in one call: pricing, benchmarks, status, and recent news for 2 to 5 models side by side, with cheapest-blended and per-benchmark rankings, so you choose without scraping each provider. Pay per call with an x402 wallet payment \(arguments.payment, or an
- `provider\_deepdive`: PREMIUM \(5 credits, $0.10\). Everything about one AI provider in a single call: live status, every model with pricing, tier, and benchmarks joined in, recent news, and agent traffic, replacing about four separate lookups. Strict premium, no free trial. Pay per call with an x402 wallet payment \(argume

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