TensorFeed

Is TensorFeed MCP server safe?

• No hidden instructions were found in its tool descriptions.
• 0 of its 30 tools are labeled read-only; the others may change or send things.
• Overall it scored 77/100 on 30 Oct 2026.

A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.

What it can do

30 tools, in the server's own words.

and 6 more

Test results

Safe mode: only tools labeled read-only were run. How the test works

• !
  Ready for the newest MCP version

  1 warning

  • !Uses an older MCP version (2025-06-18). It works today, but it isn't on the July 2026 version (2026-07-28) yet.
  note
• !
  Every tool is described

  4 warnings

  • !pricing_series and status_uptime have nearly the same description (67% of their words are shared; the only difference: "price", "point", "model" vs "uptime", "rollup", "provider"), so an AI may not know which to pick
  • !status_uptime and status_leaderboard have nearly the same description (66% of their words are shared; the only difference: "daily", "rollup", "operational" vs "leaderboard", "cross", "ranked"), so an AI may not know which to pick
  • !pricing_series and benchmark_series have nearly the same description (63% of their words are shared; the only difference: "price", "point", "adding" vs "benchmark", "score", "keys"), so an AI may not know which to pick
  • !compare_models and provider_deepdive have nearly the same description (61% of their words are shared; the only difference: "pick", "between", "side" vs "everything", "about", "single"), so an AI may not know which to pick
  note
• !
  Tools are labeled safe or dangerous

  1 warning

  • !30 of 30 tools have no safety label (read-only or dangerous): find_tensorfeed_data, get_news_articles, get_status_summary, get_models, get_cve_record, get_kev_catalog, get_epss_score, get_osv_advisory_for_package, check_ai_supply_chain_risk
  note
• !
  Follows MCP best practices (not scored yet)

  2 tips (not scored)

  • !30 tools not labeled read-only don't say whether running them twice is safe (idempotentHint): find_tensorfeed_data, get_news_articles, get_status_summary, get_models, get_cve_record, get_kev_catalog and 24 more
  • !30 tools don't say whether they reach outside services like the web (openWorldHint): find_tensorfeed_data, get_news_articles, get_status_summary, get_models, get_cve_record, get_kev_catalog and 24 more
  note
• ✓
  ConnectsConnected in 625 ms
  pass
• ✓
  Lists its toolsFound 30 tools
  pass
• ✓
  No hidden instructionsNo hidden instructions found in tool descriptions
  pass
• ✓
  Fast enough

  All good

  • ✓Connecting took 625 ms
  • ✓Listing tools took 41 ms
  pass
• –
  Tools work with good inputs

  Not tested

  • –find_tensorfeed_data: Not run: no safety label (if you own this server, test again in owner mode)
  • –get_news_articles: Not run: no safety label (if you own this server, test again in owner mode)
  • –get_status_summary: Not run: no safety label (if you own this server, test again in owner mode)
  • –get_models: Not run: no safety label (if you own this server, test again in owner mode)
  • –get_cve_record: Not run: no safety label (if you own this server, test again in owner mode)
  • –get_kev_catalog: Not run: no safety label (if you own this server, test again in owner mode)
  • –get_epss_score: Not run: no safety label (if you own this server, test again in owner mode)
  • –get_osv_advisory_for_package: Not run: no safety label (if you own this server, test again in owner mode)
  • and 22 more
  not tested
• –
  Bad inputs give a clean errorNot tested
  not tested
• –
  Tools work togetherNo safe tool returned data to start a chain from, so chains were not tested (not counted either way)
  not tested
• –
  No secrets leakedNo error messages to check
  not tested

Test it yourself

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Score over time

• 30 Oct 202677

One test so far. New tests will show here.

Reviews

Coming soon: reviews from people who use TensorFeed, signed in with GitHub, one per person. Reviews never change the score.