TradeGraph

Is TradeGraph MCP server safe?

• No hidden instructions were found in its tool descriptions.
• Its error messages showed no secrets or internal details.
• All 16 of its tools are labeled read-only.
• Overall it scored 86/100 on 29 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

16 tools, in the server's own words.

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 (2025-11-25). It works today, but it isn't on the July 2026 version (2026-07-28) yet.
  note
• !
  Tools are labeled safe or dangerous

  1 warning

  • !reply_pace: Labeled read-only, but its name starts with "reply" and its description says "sends". Worth double-checking the label, since AI apps trust it.
  note
• !
  Bad inputs give a clean error

  2 warnings

  • !live_tools: Accepted wrong type for "job" without complaining
  • !export_workflow: Accepted wrong type for "file" without complaining
  • and 24 more
  note
• !
  Follows MCP best practices (not scored yet)

  2 tips (not scored)

  • !The tool list is about 42 KB (roughly 10k tokens). AI apps send it with every message, so it takes that much of the AI's memory before any work starts.
  • !export_workflow: Labeled read-only, but its "file" input is a file path with no pattern, length limit or fixed choices. Make sure the server first resolves the real path (following links and encoded dots like %2e%2e), then refuses anything outside its folde
  note
• ✓
  ConnectsConnected in 1.6 s
  pass
• ✓
  Lists its toolsFound 16 tools
  pass
• ✓
  Every tool is describedAll 16 tools and their inputs are described
  pass
• ✓
  No hidden instructionsNo hidden instructions found in tool descriptions
  pass
• ✓
  Tools work with good inputs

  All good

  • ✓gtm_plan: Answered with an error, probably because of our sample input: no TradeGraph item matches "test". Covered consumer items: 0902 Tea; 1702 Sugars & syrups; 1902 Instant noodles & pasta; 2101 Coffee mixes …
  • ✓blind_spots: Answered with an error, probably because of our sample input: no TradeGraph item matches "test". Covered consumer items: 0902 Tea; 1702 Sugars & syrups; 1902 Instant noodles & pasta; 2101 Coffee mixes …
  • ✓find_item: Answered with an error, probably because of our sample input: no TradeGraph item matches "test". Covered consumer items: 0902 Tea; 1702 Sugars & syrups; 1902 Instant noodles & pasta; 2101 Coffee mixes …
  • ✓market_picks: Answered with an error, probably because of our sample input: no TradeGraph item matches "test". Covered consumer items: 0902 Tea; 1702 Sugars & syrups; 1902 Instant noodles & pasta; 2101 Coffee mixes …
  • ✓buyer_targets: Worked (217 ms)
  • ✓country_brief: Answered with an error, probably because of our sample input: unknown country "test": use ISO alpha-2 like 'US' or 'JP' {"error":"invalid_input","message":"unknown country \"test\": use ISO alpha-2 lik…
  • ✓export_rank: Answered with an error, probably because of our sample input: no TradeGraph item matches "test". Covered consumer items: 0902 Tea; 1702 Sugars & syrups; 1902 Instant noodles & pasta; 2101 Coffee mixes …
  • ✓outreach_playbook: Worked (214 ms)
  • and 8 more
  pass
• ✓
  Fast enough

  All good

  • ✓Connecting took 1.6 s
  • ✓Listing tools took 285 ms
  • ✓Average tool answer: 219 ms
  • ✓market_picks: Slowest tool: market_picks (244 ms)
  pass
• ✓
  No secrets leakedChecked 35 error messages: no secrets or internal details
  pass
• ✓
  Resources and prompts work

  All good (1 resource, 11 prompts)

  • ✓Opened 1 of 1 resources
  • ✓An address that does not exist gets a clean "not found" error
  • ✓Opened 10 of 10 prompts (a sample of 10 of 11)
  pass
• –
  Tools work togetherNo tool's answer could be fed into another tool, so there were no chains to test (not counted either way)
  not tested

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Score over time

• 29 Oct 202686

One test so far. New tests will show here.

Reviews

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