42 tools from the TensorFeed MCP Server, categorised by risk level.
View the TensorFeed policy →benchmark_series Score evolution for a single benchmark on one AI model. Costs 1 credit. Benchmark keys: swe_bench, mmlu_pro, gpqa_diamond, math, human_eval. benchmark_series_free Daily benchmark scores for one model+benchmark over the last 1 to 7 days, free. Benchmark keys: swe_bench, mmlu_pro, gpqa_diamond, math, human_eval... compare_models Side-by-side comparison of 2-5 AI models. Returns pricing, benchmarks (normalized to a union of keys with null for missing scores), provider status... cost_projection Project the cost of a token-usage workload across 1-10 AI models. Returns daily/weekly/monthly/yearly totals per model and a ranking by cheapest mo... get_account_balance Check the credit balance for the configured TensorFeed bearer token. Free, but requires TENSORFEED_TOKEN to be set. get_account_usage Show per-endpoint usage for the configured TensorFeed token (last 100 calls aggregated). Free, but requires TENSORFEED_TOKEN. get_agent_activity Get live AI bot traffic on TensorFeed.ai. Returns today's bot hit count, the most recent 50 hits with bot name + endpoint + timestamp, and a derive... get_ai_ecosystem_today One-shot composite AI morning brief. Calls /api/today which fans out across all daily TensorFeed feeds (news, 3 paper feeds, HF models/datasets/Spa... get_ai_news Get the latest AI news articles from TensorFeed.ai. Aggregates from 15+ sources including Anthropic, OpenAI, Google, TechCrunch, The Verge, arXiv, ... get_ai_papers_trending Daily curated AI/ML research papers ranked by citation count. Sourced from Semantic Scholar across five fan-out queries (large language model, tran... get_ai_status Get real-time operational status of major AI services (Claude, OpenAI, Gemini, Mistral, Cohere, Replicate, Hugging Face). get_ai_today Get a summary of what happened in AI today. Returns the top stories from the last 24 hours. get_arxiv_recent Most recent arXiv submissions in cs.AI / cs.LG / cs.CL / cs.CV. Single Atom API call, deduped by arxivId, top 50 by submission date. The firehose p... get_hf_daily_papers Hugging Face Daily Papers: editor-curated AI/ML papers from huggingface.co/papers, layered with community upvotes and discussion counts. Different ... get_hf_trending Top Hugging Face models, datasets, and Spaces. Models + datasets ranked by downloads (top 30 each); Spaces ranked by likes (top 30, since downloads... get_hot_issues Currently-hot GitHub issues across the AI ecosystem. Five fan-out keyword-phrase searches ("large language model", "AI agent", transformer, "machin... get_model_deprecations Get the AI model deprecation calendar. Provider-by-provider registry of model retirements and deprecation announcements (OpenAI, Anthropic, Google,... get_model_pricing Get AI model pricing comparison across all major providers (Anthropic, OpenAI, Google, Meta, Mistral, Cohere). Prices per 1M tokens. get_openrouter_models OpenRouter cross-provider model catalog (200+ models normalized across 50+ inference providers). Each entry has per-token pricing (prompt + complet... get_reddit_trending Currently-hot threads in 7 AI-relevant subreddits (LocalLLaMA, MachineLearning, ClaudeAI, OpenAI, singularity, artificial, AI_Agents). Stickied and... is_service_down Check if a specific AI service is currently down or experiencing issues. list_watches List the active webhook watches owned by the configured TensorFeed token. Free, requires TENSORFEED_TOKEN. mcp_registry_series Multi-day series of MCP server registry growth and churn. Returns per-day total servers, active count, and daily added/removed counts across the re... mcp_registry_snapshot Today's summary of the official Model Context Protocol server registry. Returns total servers, by-status breakdown, top namespaces, and 1-day delta... news_search Full-text search over the TensorFeed news article corpus with optional date range, provider, and category filters. Relevance scoring with recency b... premium_agents_directory Enriched AI agents catalog joined with live status, recent news, agent traffic, flagship pricing, and a 0-100 trending_score. Costs 1 credit. premium_routing Get a ranked list of recommended AI models for a task with full score breakdown (quality, availability, cost, latency). Costs 1 credit. pricing_series Daily price points for one AI model with min/max/delta summary. Default range = last 30 days, max 90 days. Costs 1 credit. pricing_series_free Daily price points for one AI model over the last 1 to 7 days, free. For windows up to 90 days use pricing_series (1 credit). probe_latest Last 24 hours of measured LLM endpoint latency and availability per provider (Anthropic, OpenAI, Google, Mistral, Cohere). TensorFeed pings each pr... probe_series Daily SLA series for one LLM provider, measured by TensorFeed. Returns per-day count, success rate, ttfb p50/p95/p99, total p50/p95/p99, and incide... provider_deepdive Everything about an AI provider in one call: live status, all models with pricing + tier + benchmark scores joined in, recent news mentions, and ag... status_leaderboard Cross-provider uptime leaderboard for a custom date range up to 90 days. Same minute-resolution counter source as status_leaderboard_free, but adds... status_leaderboard_free Cross-provider uptime leaderboard, ranked by uptime % DESC. Free, 7-day cap. Computed from minute-resolution counters (~720 samples per provider pe... status_uptime Daily uptime rollup for one provider with operational/degraded/down day counts and uptime % (degraded counts as half-credit). Costs 1 credit. status_uptime_free Daily uptime rollup for one provider over the last 1 to 7 days, free. For windows up to 90 days use status_uptime (1 credit). create_digest_watch Register a scheduled digest webhook that fires daily or weekly with a curated summary of pricing changes (regardless of whether anything dramatic h... create_leaderboard_rank_watch Register a webhook that fires when a provider crosses a rank threshold on the cross-provider 7-day uptime leaderboard. Rank 1 = best (highest uptim... create_price_watch Register a webhook watch on a model price change. Costs 1 credit. Watch lives 90 days. Each fire is an HMAC-signed POST to callback_url. create_status_watch Register a webhook watch on a service status transition (e.g. anthropic becomes down). Costs 1 credit. Watch lives 90 days. The TensorFeed MCP server exposes 42 tools across 4 categories: Read, Write, Destructive, Execute.
Use Intercept, the open-source MCP proxy. Write YAML rules for each tool — rate limits, argument validation, or deny rules — then run Intercept in front of the TensorFeed server.
TensorFeed tools are categorised as Read (36), Write (4), Destructive (1), Execute (1). Each category has a recommended default policy.
Deterministic policy on every MCP tool call. Per-identity grants. Full audit log.