Social Media Data API: Posts, Profiles, Comments, Search and Mentions

At a glance

Runs where

On their server. What you send to it goes to them.

What you need

Nothing: it answered without a login

Tools

26 tools

Its own safety labels

26 read-only

Memory it takes

About 6,700 tokens of your AI's memory, just for its tool descriptions

Tools that look alike

16 pairs of tools with nearly the same description, so the AI may pick the wrong one

Speed

Average answer in our test: 43 ms

Tokens are an estimate: the characters in its tool names, descriptions and inputs, divided by 4. The exact number depends on your AI model. Safety labels are what the server says about itself. From our latest test, 7 Nov 2026.

Is Social Media Data API: Posts, Profiles, Comments, Search and Mentions MCP server safe?

• None of the hidden-instruction wordings we know were found in its 26 tool descriptions.
• Its error messages showed no secrets or internal details.
• All 26 of its tools are labeled read-only.
• Overall it scored 88/100 on 7 Nov 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 this test does not check

• Its source code and packages.
• What a tool quietly does behind the scenes, such as writing a file or calling another service.
• Instructions hidden inside live tool answers. We only look for those in tool descriptions.
• Hidden instructions worded in a way our list doesn't know yet.
• Tools that could change something. Those are read, never run.

What QAmcp can and can't see · How to tell if an MCP server is safe · Hidden instructions · Prompt injection

Known security advisories

It lists no public code, so there is nothing to look up in GitHub Security Advisories or OSV.dev. QAmcp tests how a server behaves. It does not scan source code.

What it can do

26 tools, in the server's own words.

and 2 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 (2025-11-25). It works today, but it isn't on the July 2026 version (2026-07-28) yet.
  note
• !
  Every tool is described

  16 warnings

  • !tiktok_followers and tiktok_following have nearly the same description (97% of their words are shared; the only difference: nothing vs "follow"), so an AI may not know which to pick
  • !bluesky_profile and x_profile have nearly the same description (85% of their words are shared; the only difference: "bluesky", "did", "bsky" vs "user", "twitter", "com"), so an AI may not know which to pick
  • !people_search and tiktok_followers have nearly the same description (76% of their words are shared; the only difference: "people", "search", "profile" vs "list", "account", "page"), so an AI may not know which to pick
  • !people_search and tiktok_following have nearly the same description (74% of their words are shared; the only difference: "people", "search", "profile" vs "list", "account", "follow"), so an AI may not know which to pick
  • !bluesky_search and x_search have nearly the same description (64% of their words are shared; the only difference: "bluesky", "find", "hashtag" vs "twitter", "tweet", "latest"), so an AI may not know which to pick
  • !x_profile and tiktok_followers have nearly the same description (64% of their words are shared; the only difference: "profile", "user", "lookup" vs "tiktok", "list", "page"), so an AI may not know which to pick
  • !instagram_profile and tiktok_followers have nearly the same description (63% of their words are shared; the only difference: "instagram", "profile", "url" vs "tiktok", "list"), so an AI may not know which to pick
  • !tiktok_videos and instagram_profile have nearly the same description (63% of their words are shared; the only difference: "tiktok", "video", "latest" vs "instagram", "post", "bio"), so an AI may not know which to pick
  • and 8 more
  note
• ✓
  ConnectsConnected in 443 ms
  pass
• ✓
  Lists its toolsFound 26 tools
  pass
• ✓
  Tools are labeled safe or dangerousEvery tool has a safety label
  pass
• ✓
  No known hidden instructionsNone of the hidden-instruction wordings we know were found in tool descriptions. New wordings can get past this check.
  pass
• ✓
  Tools work with good inputs

  All good

  • ✓bluesky_search: Answered with an error, probably because of our sample input: {"x402Version":2,"error":"Payment required","resource":{"url":"mcp://tool/bluesky_search","description":"Bluesky Posts & Search: find publi…
  • ✓bluesky_posts: Answered with an error, probably because of our sample input: {"x402Version":2,"error":"Payment required","resource":{"url":"mcp://tool/bluesky_posts","description":"Bluesky Account Posts Feed: the lat…
  • ✓bluesky_profile: Answered with an error, probably because of our sample input: {"x402Version":2,"error":"Payment required","resource":{"url":"mcp://tool/bluesky_profile","description":"Bluesky Profile Lookup: one publi…
  • ✓hackernews_search: Answered with an error, probably because of our sample input: {"x402Version":2,"error":"Payment required","resource":{"url":"mcp://tool/hackernews_search","description":"Hacker News Search & Stories: f…
  • ✓hackernews_thread: Answered with an error, probably because of our sample input: {"error":{"status":400,"code":"INVALID_PARAM","message":"id is not a Hacker News item id. Nothing was charged.","param":"id","expected":"a …
  • ✓social_mentions: Answered with an error, probably because of our sample input: {"x402Version":2,"error":"Payment required","resource":{"url":"mcp://tool/social_mentions","description":"Social Mentions & Sentiment: dail…
  • ✓x_search: Answered with an error, probably because of our sample input: {"x402Version":2,"error":"Payment required","resource":{"url":"mcp://tool/x_search","description":"Twitter/X Posts & Tweets Search: the lat…
  • ✓x_posts: Answered with an error, probably because of our sample input: {"x402Version":2,"error":"Payment required","resource":{"url":"mcp://tool/x_posts","description":"X User Tweets Timeline: the latest public…
  • and 18 more
  pass
• ✓
  Bad inputs give a clean error

  All good

  • ✓bluesky_search: Refused missing required input "q" with a clear error
  • ✓bluesky_search: Refused wrong type for "q" with a clear error
  • ✓bluesky_posts: Refused missing required input "handle" with a clear error
  • ✓bluesky_posts: Refused wrong type for "handle" with a clear error
  • ✓bluesky_profile: Refused missing required input "handle" with a clear error
  • ✓bluesky_profile: Refused wrong type for "handle" with a clear error
  • ✓hackernews_search: Refused missing required input "q" with a clear error
  • ✓hackernews_search: Refused wrong type for "q" with a clear error
  • and 32 more
  pass
• ✓
  Fast enough

  All good

  • ✓Connecting took 443 ms
  • ✓Listing tools took 55 ms
  • ✓Average tool answer: 43 ms
  • ✓bluesky_search: Slowest tool: bluesky_search (237 ms)
  pass
• ✓
  No secrets leakedChecked 77 error messages: no secrets or internal details
  pass
• ✓
  Follows MCP best practices (not scored yet)Tool names, safety labels and tool list size follow the MCP guide
  pass
• –
  Tools work togetherNo safe tool returned data to start a chain from, so chains were not tested (not counted either way)
  not tested

Test it yourself

Free and open source. Same checks, same score.

Show this score on GitHub

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Score over time

• 7 Nov 202688

One test so far. New tests will show here.

Reviews

Coming soon: reviews from people who use Social Media Data API: Posts, Profiles, Comments, Search and Mentions, signed in with GitHub, one per person. Reviews never change the score.