# Social Media Search API — Twitter, Instagram, Reddit, TikTok (XPOZ) (ai.xpoz/social-insights): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.xpoz%2Fsocial-insights/versions/latest)
- Connected to: https://mcp.xpoz.ai/mcp
- Homepage: https://www.xpoz.ai/
- Repository: https://github.com/xpozpublic/xpoz-mcp
- Scoring rules: v2
- Tools: 52
- Average: 73.4 / 100 (Clear)
- Near-identical pairs: 53

This page shows how Social Media Search API — Twitter, Instagram, Reddit, TikTok (XPOZ) (ai.xpoz/social-insights)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Major: 52 tools. Above 40, models choose less accurately.
- Minor: 53 pairs with nearly the same description in all; the top 12 are shown.
- Minor: The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.

## Tools

- `getTrackedItems`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `removeTrackedItems`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
  - Minor: Says nothing about what it returns.
- `checkAccessKeyStatus`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: _requestId.
  - Minor: String arguments with no constraint or example: _requestId.
  - Minor: No `required` list, so every argument is optional.
- `cancelOperation`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: _requestId.
  - Minor: String arguments with no constraint or example: operationId, _requestId.
  - Minor: Required identifiers whose description does not say where the value comes from: operationId. Name the tool or the place that returns it, or models look it up first.
- `getAccountDetails`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: _requestId.
  - Minor: String arguments with no constraint or example: _requestId.
  - Minor: No `required` list, so every argument is optional.
- `getUserAccessKey`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: _requestId.
  - Minor: String arguments with no constraint or example: _requestId.
  - Minor: The description mentions none of its 3 or more arguments.
- `addTrackedItems`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getTiktokPostsByIds`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: postIds. Name the tool or the place that returns it, or models look it up first.
- `getRedditUser`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getRedditSubredditWithPostsByName`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getRedditPostWithCommentsById`: 66 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first.
- `searchRedditSubreddits`: 67 / 100
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `searchTiktokSounds`: 67 / 100
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getTwitterPostsByAuthor`: 68 / 100
  - Minor: Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getInstagramPostsByUser`: 69 / 100
  - Minor: Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getTiktokPostsByUser`: 69 / 100
  - Minor: Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getRedditCommentById`: 72 / 100
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getRedditCommentsByKeywords`: 73 / 100
  - Minor: Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getTiktokCommentsByPostId`: 73 / 100
  - Minor: Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first.
- `getTiktokUsersByKeywords`: 73 / 100
  - Minor: Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `checkOperationStatus`: 74 / 100
  - Minor: Arguments without a description: _requestId.
  - Minor: String arguments with no constraint or example: operationId, _requestId.
  - Minor: Required identifiers whose description does not say where the value comes from: operationId. Name the tool or the place that returns it, or models look it up first.
- `getTwitterPostInteractingUsers`: 74 / 100
  - Minor: Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first.
- `getRedditPostsByKeywords`: 75 / 100
  - Minor: Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getInstagramUserConnections`: 76 / 100
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getTwitterUserConnections`: 76 / 100
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `countTweets`: 77 / 100
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getCreditsUsageHistory`: 77 / 100
  - Minor: Arguments without a description: _requestId.
  - Minor: String arguments with no constraint or example: _requestId.
  - Minor: No `required` list, so every argument is optional.
- `getTwitterUsersByKeywords`: 77 / 100
  - Minor: Arguments without a description: startDate, endDate, language, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, endDate, language, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getInstagramUsersByKeywords`: 78 / 100
  - Minor: Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getTiktokPostsBySound`: 78 / 100
  - Minor: Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: soundId. Name the tool or the place that returns it, or models look it up first.
- `getTwitterUsers`: 78 / 100
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `searchTwitterUsers`: 79 / 100
  - Major: Arguments without a description: name, limit, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getRedditSubredditsByKeywords`: 80 / 100
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getRedditUsersByKeywords`: 80 / 100
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getInstagramPostsByIds`: 81 / 100
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: postIds. Name the tool or the place that returns it, or models look it up first.
- `getTwitterPostsByIds`: 81 / 100
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: postIds. Name the tool or the place that returns it, or models look it up first.
- `searchInstagramUsers`: 82 / 100
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `searchRedditUsers`: 82 / 100
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `searchTiktokUsers`: 82 / 100
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getInstagramCommentsByPostId`: 83 / 100
  - Minor: Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first.
- `getInstagramPostsByKeywords`: 83 / 100
  - Minor: Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getTiktokPostsByHashtags`: 83 / 100
  - Minor: Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getTiktokPostsByKeywords`: 83 / 100
  - Minor: Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getTiktokUsersByHashtags`: 83 / 100
  - Minor: Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getTwitterPostRetweets`: 83 / 100
  - Minor: Arguments without a description: startDate, endDate, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, endDate, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first.
- `getInstagramUser`: 84 / 100
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getTiktokUser`: 84 / 100
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getTwitterPostComments`: 84 / 100
  - Minor: Arguments without a description: startDate, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first.
- `getTwitterPostQuotes`: 84 / 100
  - Minor: Arguments without a description: startDate, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first.
- `getTwitterUser`: 84 / 100
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getTwitterPostsByKeywords`: 85 / 100
  - Minor: Arguments without a description: startDate, endDate, language, _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: startDate, endDate, language, _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
- `getInstagramPostInteractingUsers`: 86 / 100
  - Minor: Arguments without a description: _requestId, _isTrial, _trialToken.
  - Minor: String arguments with no constraint or example: _requestId, _trialToken.
  - Minor: The meaning of the boolean argument _isTrial is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: postId. Name the tool or the place that returns it, or models look it up first.

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