Social Media Search API — Twitter, Instagram, Reddit, TikTok (XPOZ)

ai.xpozPublished by xpoz.aiOfficial publisherv1.4.1Updated Oct 24, 2026

Twitter/X, Instagram, Reddit & TikTok data for AI agents. Billions of posts. No API keys.

Overview

AI-generated overview

Remote MCP server that lets an assistant search and analyze public Twitter/X, Instagram, Reddit and TikTok users, posts and comments.

What you can do
Search, look up and discover users across Twitter/X, Instagram, Reddit and TikTok by name, username or keyword, including profiles, followers and following lists and subreddit discovery. Search and retrieve posts, videos and comments by keyword, hashtag, author or ID, and count matching tweets over a date range. Inspect engagement on a post: replies, retweets, quotes and the users who interacted. Run long exports and paginated queries asynchronously, poll their status, cancel them, and download results as CSV. Subscribe to ongoing monitoring of a query, user or subreddit and list or remove tracked items.
When to use it
Useful for social listening, lead generation, influencer discovery, brand and competitor monitoring, market research and finding domain experts across the four platforms, especially when you want an assistant to query social data without managing platform API keys.
Requirements
A remote Streamable HTTP endpoint; no local install. Authentication is OAuth 2.1 with Google sign-in, handled by the MCP client; direct requests return 401 until authorized. An optional XPOZ_API_KEY can be supplied for the Docker stdio bridge, otherwise that bridge falls back to browser OAuth. Network access is required.
Before you install
Queries and tracked items are sent to a third-party service, and results cover public social profiles and posts, so handle personal data accordingly. Tracking tools create, list and remove persistent monitoring subscriptions. CSV exports can return up to 500K rows, and usage may be subject to paid plans and rate limits. The optional XPOZ_API_KEY is a credential and should be kept secret.

Installation

In SourceWeft

  1. Open Social Media Search API — Twitter, Instagram, Reddit, TikTok (XPOZ) in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/ai.xpoz%2Fsocial-insights/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "social-media-search-api-twitter-instagra": {
      "type": "http",
      "url": "https://mcp.xpoz.ai/mcp"
    }
  }
}

README

Xpoz MCP Server

Search Twitter, Instagram, Reddit & TikTok from any AI agent. Billions of posts indexed. Natural language queries. CSV exports up to 500K rows. No API keys needed.

[MCP Registry] [Website]

Remote MCP server — no local installation required. Connect via Streamable HTTP and authenticate with OAuth 2.1 (sign in with Google, no API keys to manage). Direct probes to https://mcp.xpoz.ai/mcp return 401 Unauthorized — that's expected; your MCP client handles the OAuth flow.

Quick Start

Claude Desktop / Cursor / Windsurf

Add to your MCP config:

json
{  "mcpServers": {    "xpoz": {      "type": "streamable-http",      "url": "https://mcp.xpoz.ai/mcp"    }  }}

Claude Code, Codex, Gemini CLI

bash
# Claude Codeclaude mcp add --transport http --scope user xpoz https://mcp.xpoz.ai/mcp
# Codex / Gemini CLI: see https://www.xpoz.ai/integrations

OpenClaw

bash
clawhub install xpoz-social-search

Then authenticate via the OAuth link when prompted. More pre-built skills are available — see clawhub.ai/u/atyachin.

Docker (stdio-only clients)

The repository ships a small Docker image that bridges stdio to the remote server through mcp-remote, for clients that can only launch local commands:

bash
docker build -t xpoz-mcp .docker run -i --rm -e XPOZ_API_KEY=your-key xpoz-mcp

XPOZ_API_KEY is optional: without it the bridge falls back to the OAuth sign-in flow, which needs a browser. Get a key at xpoz.ai/get-token.


SDKs & CLI

If you'd rather call Xpoz directly from code or a terminal instead of through an MCP client:

TypeScript / Node.js

bash
npm install @xpoz/xpoz

Source: XPOZpublic/xpoz-ts-sdk.

Python

bash
pip install xpoz

Source: XPOZpublic/xpoz-python-sdk.

CLI

PlatformInstall command
macOS / Linux (Homebrew)brew install XPOZpublic/xpoz/xpoz-cli
macOS / Linux (one-liner)curl -fsSL https://raw.githubusercontent.com/XPOZpublic/xpoz-cli/main/install.sh | sh
Windows (PowerShell)iwr -useb https://raw.githubusercontent.com/XPOZpublic/xpoz-cli/main/install.ps1 | iex
Windows (winget)winget install Xpoz.XpozCli
Any platform with Python ≥ 3.10pip install xpoz-cli

Source: XPOZpublic/xpoz-cli.

All four channels speak the same MCP protocol against https://mcp.xpoz.ai/mcp under the hood, so any tool you see below is reachable from every surface. Get an API token at xpoz.ai/get-token.


Platforms & Tools

Twitter / X (14 tools)

ToolDescription
searchTwitterUsersFind users by name, bio, or keywords
getTwitterUserGet profile details (followers, bio, metrics)
getTwitterUsersByKeywordsDiscover users actively posting about topics
getTwitterUserConnectionsGet followers or following list
getTwitterPostsByKeywordsSearch tweets by keywords, hashtags, mentions
getTwitterPostsByAuthorGet tweets from a specific user
getTwitterPostsByIdsFetch specific tweets by ID
getTwitterPostCommentsGet replies to a tweet
getTwitterPostRetweetsGet retweets of a tweet
getTwitterPostQuotesGet quote tweets
getTwitterPostInteractingUsersUsers who liked/retweeted a post
countTweetsCount tweets matching a query (hourly/daily buckets)
checkOperationStatusPoll async export operations
cancelOperationCancel a running operation

Instagram (9 tools)

ToolDescription
searchInstagramUsersFind users by name or username
getInstagramUserGet profile details and metrics
getInstagramUsersByKeywordsDiscover users posting about topics
getInstagramUserConnectionsGet followers or following list
getInstagramPostsByKeywordsSearch posts by keywords or hashtags
getInstagramPostsByUserGet posts from a specific user
getInstagramPostsByIdsFetch specific posts by ID
getInstagramPostInteractingUsersUsers who liked/commented on a post
getInstagramCommentsByPostIdGet comments on a post

Reddit (9 tools)

ToolDescription
searchRedditUsersFind users by name
getRedditUserGet user profile and karma
getRedditUsersByKeywordsDiscover users active in topics
getRedditPostsByKeywordsSearch posts across subreddits
getRedditPostWithCommentsByIdGet a post with its comment tree
getRedditCommentsByKeywordsSearch comments by keywords
searchRedditSubredditsFind subreddits by name
getRedditSubredditWithPostsByNameGet a subreddit's metadata and recent posts
getRedditSubredditsByKeywordsDiscover subreddits by topic

TikTok (7 tools)

ToolDescription
searchTiktokUsersFind creators by name or username
getTiktokUserGet creator profile (followers, likes, bio, verification)
getTiktokUsersByKeywordsDiscover creators by topic in their post history
getTiktokPostsByKeywordsSearch videos by keywords or hashtags
getTiktokPostsByUserGet videos posted by a specific creator
getTiktokPostsByIdsFetch specific videos by ID
getTiktokCommentsByPostIdGet comments on a specific video

Tracking & Monitoring (3 tools)

For continuous brand monitoring and lead generation — Xpoz indexes new matching content as it appears.

ToolDescription
addTrackedItemsSubscribe to ongoing monitoring of a query, user, or subreddit across any platform
getTrackedItemsList your active tracked items with last-update timestamps
removeTrackedItemsStop monitoring tracked items by ID

Key Features

  • Natural language queries — describe what you want, Xpoz optimizes the search
  • CSV exports — up to 500K rows in a single download via async operations
  • Server-side pagination — handle large result sets efficiently
  • Field selection — request only the fields you need
  • Cache control — forceLatest: true bypasses cache for real-time data
  • Async operations — long-running exports with status polling
  • OAuth 2.1 — dynamic client registration with Google as the upstream identity provider, no API keys to manage

Use Cases

  • Lead generation — find people discussing problems your product solves
  • Influencer discovery — identify creators by what they post, not just follower count
  • Brand monitoring — track mentions, sentiment, and competitor activity
  • Market research — analyze trends and conversations at scale
  • Expert finding — discover domain authorities across platforms
  • Security intelligence — monitor vulnerability discussions before CVEs publish

Discovery surfaces (for AI agents and scanners)

These public, machine-readable endpoints describe Xpoz to crawlers and agentic clients:

SurfaceURL
MCP manifesthttps://www.xpoz.ai/.well-known/mcp.json
MCP tool catalog (descriptions + JSON-Schema parameters)https://www.xpoz.ai/.well-known/mcp/tools.json
Agent Skills index (agentskills.io v0.2.0)https://www.xpoz.ai/.well-known/agent-skills/index.json
llms.txthttps://www.xpoz.ai/llms.txt
llms-full.txthttps://www.xpoz.ai/llms-full.txt
discovery.txthttps://www.xpoz.ai/discovery.txt
Webhooks contracthttps://www.xpoz.ai/webhooks
Rate limits & 429 contracthttps://www.xpoz.ai/rate-limits

Links

License

This repository contains configuration and documentation only. The Xpoz MCP server is a hosted service — see Terms of Service.

Source: README.md at commit d4956f5

Tools

52

getTwitterUsers

Twitter: Get Users

Get one or more Twitter user profiles by IDs or usernames (1-100 per request). Use identifierType="id" for numeric user IDs, identifierType="username" for usernames. All identifiers must be the same type. For single user: pass array of 1, e.g. identifiers=["elonmusk"]. For person names or fuzzy search, use searchTwitterUsers instead. PERFORMANCE: More efficient than multiple single calls, but can still take time for many users. Returns only found users, omitting not-found identifiers for flexibility. Optional fields parameter for performance (default: ["id", "username", "name"]). Available fields: id, profileImageUrl, profileBannerUrl, profileInterstitialType, status, username, verifiedType, name, description, location, protected, verified, followersCount, followingCount, tweetCount, listedCount, likesCount, mediaCount, pinnedTweetId, source, nLang, nLangsFiltered, label, labelType, isVerified, modifiedAt, createdAt, verifiedSinceDatetime, accountBasedIn, locationAccurate, usernameChanges, lastUsernameChangeDatetime. NOTE: Use "tweetCount" not "statusesCount". Returns: array of user profiles with count and dataSource. This is a safe, read-only tool for analyzing searchable information.

Parametersfields_isTrialfeedback_requestIduserPrompt_trialTokenforceLatestidentifiersrequiredidentifierTyperequired

getTwitterUser

Twitter: Get User

Get Twitter user profile by ID or username. Use identifierType="id" for numeric user ID, identifierType="username" for username. For username: Use ONLY when you have the precise username (e.g., "elonmusk"). For person names or fuzzy search, use searchTwitterUsers instead. Optional fields parameter for performance (default: ["id", "username", "name"]). Available fields: id, profileImageUrl, profileBannerUrl, profileInterstitialType, status, username, verifiedType, name, description, location, protected, verified, followersCount, followingCount, tweetCount, listedCount, likesCount, mediaCount, pinnedTweetId, source, nLang, nLangsFiltered, label, labelType, isVerified, modifiedAt, createdAt, verifiedSinceDatetime, accountBasedIn, locationAccurate, usernameChanges, lastUsernameChangeDatetime. NOTE: Use "tweetCount" not "statusesCount". Returns: single user profile with id, username, name, bio, followers_count, following_count, tweet_count, created_at, authenticity_score, inauthentic_type. This is a safe, read-only tool for analyzing searchable information.

Parametersfields_isTrialfeedback_requestIdidentifierrequireduserPrompt_trialTokenforceLatestidentifierTyperequired

searchTwitterUsers

Twitter: Search Users

Search users by person name, partial username, or fuzzy match using real-time external API. PRIMARY USE: When given person's name (e.g., "Elon Musk", "Sam Altman"), partial info, or uncertain username. Use for: Name-based search, finding multiple candidates, fuzzy matching, discovering users. NOT for: Exact username lookup (use getTwitterUser when username is certain). Optional fields parameter for performance (default: ["id", "username", "name"]). Available fields: id, username, name, description, location, followersCount, followingCount, verified, profileImageUrl, and more. Returns: array of matching users (default 10, max 10) with id, username, name, bio, followers_count. This is a safe, read-only tool for analyzing searchable information.

Parametersnamerequiredlimitfields_isTrialfeedback_requestIduserPrompt_trialToken

getTwitterUserConnections

Twitter: Get User Connections

Get Twitter user connections (followers or following). Use connectionType="followers" for users who follow them, connectionType="following" for users they follow. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Auto API fallback for fresh data. PAGING (responseType="paging"): Async paginated results (1000/page with default fields, 100/page with extra fields), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. CODE EXECUTION: For csv mode, download CSV and use code execution to analyze full dataset. Ideal for: network analysis, audience demographics, engagement patterns. Optional fields parameter for performance (default: ["id", "username", "name"]). Available fields: id, username, name, description, location, followersCount, followingCount, verified, profileImageUrl, and more. DATA FRESHNESS: Automatically checks data age (> 1 week triggers refresh from API). FORCE LATEST: Use sparingly - forceLatest=true bypasses cache for real-time data (increases latency/costs). CRITICAL - Understanding totalRows vs totalDataCount: totalRows indicates ONLY what we have in our database. totalDataCount (when present) shows the actual count from Twitter. If totalDataCount is missing or undefined, you CANNOT claim totalRows represents all connections - it only shows our partial database data. If totalDataCount > totalRows, we only have partial data. Always check if totalDataCount exists before making claims about total counts. This is a safe, read-only tool for analyzing searchable information.

Parameterslimitfields_isTrialfeedbackusernamerequiredtableName_requestIdpageNumberuserPrompt_trialTokenforceLatestresponseType+2 more

getTwitterUsersByKeywords

Twitter: Get Users by Keywords

Search for USERS who authored tweets/comments/quotes/retweets matching keywords. USE CASE: Find users who have posted content about specific topics, keywords, or phrases. Returns unique, deduplicated user profiles. RESPONSE MODES (responseType parameter): "fast" (DEFAULT): Returns up to 300 results directly in one call. Use limit param to reduce. Best for quick lookups. "paging": Async paginated results (100/page). Returns operation ID - call checkOperationStatus to get results. Use pageNumber/tableName for subsequent pages. "csv": Async CSV export. Returns dataDumpExportOperationId - call checkOperationStatus to get S3 download link. Best for bulk export. PAGING MODE DETAILS: FIRST CALL: Omit pageNumber and tableName. Creates cached table, returns page 1 with pagination metadata (tableName, totalPages, totalRows). SUBSEQUENT PAGES: Use tableName from first response with pageNumber (2, 3, etc.). BULK FETCH: Use pageNumberEnd with pageNumber and tableName for multiple consecutive pages. QUERY SYNTAX: Plain keywords (bitcoin, climate change), quoted phrases ("deep learning"), boolean expressions (AI AND crypto, bitcoin OR ethereum, politics NOT sports), or parenthesized groups ((startup OR entrepreneur) NOT "venture capital"). AND/OR/NOT must have a term on both sides. @handles like @karpathy are supported. Field operators (from:, lang:) are stripped. Forward slashes are treated as spaces (24/7 becomes 24 7). FILTERS: - startDate/endDate: Filter by tweet date (YYYY-MM-DD format). OMIT by default, only use if user explicitly requests date range. IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. - language: Filter tweets by language (en, EN, English, es, Spanish, etc.). Optional fields parameter for performance (default: ["id", "username", "name"]).

ParameterslimitqueryrequiredfieldsendDate_isTrialfeedbacklanguagestartDatetableName_requestIdpageNumberuserPrompt+4 more

getTwitterPostsByIds

Twitter: Get Posts by IDs

Get multiple Twitter posts by numeric IDs (1-100 IDs per request). Returns results directly. Returns only found tweets, omitting not-found IDs for flexibility. First searches database, then external API for missing/stale data in parallel. Use when you have multiple exact post IDs. NOT for search - use getTwitterPostsByKeywords. PERFORMANCE: Much more efficient than multiple single-ID calls. Batches database queries and parallelizes API calls. Optional fields parameter for performance: ["id", "text", "retweetCount"]. Returns: results array with id, text, authorId, createdAt, metrics (retweets, replies, quotes), count, dataSource. This is a safe, read-only tool for analyzing searchable information.

ParametersfieldspostIdsrequired_isTrialfeedback_requestIduserPrompt_trialTokenforceLatest

getTwitterPostsByAuthor

Twitter: Get Posts by Author

Get posts from author by username with multiple response modes. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Auto API fallback for fresh data. Results include guidance for full mode. PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. CODE EXECUTION: For csv mode, download CSV and use code execution to analyze full dataset. Ideal for: statistical analysis, trend detection, data visualization, processing thousands of posts. Returns by default: id, text, authorUsername, createdAtDate. First searches database, then external API if data is stale or missing. Date filters: OMIT startDate/endDate parameters by default to retrieve all posts. ONLY pass these if user explicitly requests specific date range (YYYY-MM-DD format). IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. FIELDS parameter (optional): Specify to get additional/different fields. Available: Core (id, text, authorId, authorUsername, createdAt), Engagement (retweetCount, replyCount, quoteCount, impressionCount, bookmarkCount), Metadata (lang, source, suspended, deleted), Relations (conversationId, quotedTweetId, retweetedTweetId, replyToTweetId, replyToUserId, replyToUsername), Content (hashtags, mentions, mediaUrls), Location (placeName, placeCountry, placeCountryCode, placeBoundingBoxCoordinates, placeCentroid). This is a safe, read-only tool for analyzing searchable information.

ParameterslimitfieldsendDate_isTrialfeedbackusernamerequiredstartDatetableName_requestIdpageNumberuserPrompt_trialToken+3 more

getTwitterPostsByKeywords

Twitter: Search Posts

Search posts by keywords. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Auto API fallback for fresh data. Results include guidance for full mode. PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. CODE EXECUTION: For csv mode, download CSV and use code execution to analyze full dataset. Ideal for: sentiment analysis, trend detection, content analysis across thousands of posts. Returns by default: id, text, authorUsername, createdAtDate. First searches database, then external API if data is stale or missing. NOT for URL lookups - use getTwitterPostsByIds. QUERY SYNTAX: Plain keywords (bitcoin, climate change), quoted phrases ("deep learning"), boolean expressions (AI AND crypto, bitcoin OR ethereum, politics NOT sports), or parenthesized groups ((startup OR entrepreneur) NOT "venture capital"). AND/OR/NOT must have a term on both sides. @handles like @karpathy are supported. Field operators (from:, lang:) are stripped. Forward slashes are treated as spaces (24/7 becomes 24 7). SORT: sortBy="relevance" (default, best matches first) or sortBy="latest" (newest first). Filters: language, authorId/authorUsername, countryCode (2-letter ISO code, feature-gated - only accounts with the country filter enabled; filters by the tagged place country in both database and on-demand results). Date filters: OMIT startDate/endDate by default. ONLY pass if user explicitly requests specific date range (YYYY-MM-DD format). Use filterOutRetweets=true to exclude retweets. IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the

ParameterslimitqueryrequiredfieldssortByendDate_isTrialauthorIdfeedbacklanguagestartDatetableName_requestId+9 more

getTwitterPostRetweets

Twitter: Get Retweets

Get retweets of specific post. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Database-only. Results include guidance for full mode. PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. Database-only search for historical retweet data. Date filter: OMIT startDate by default. ONLY pass if user explicitly requests filtering from specific date (YYYY-MM-DD format). IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. Use to analyze post amplification patterns. NOT for quotes - use getTwitterPostQuotes. Optional fields parameter for performance: ["id", "authorUsername", "createdAt"]. This is a safe, read-only tool for analyzing searchable information.

ParameterslimitfieldspostIdrequiredendDate_isTrialfeedbackstartDatetableName_requestIdpageNumberuserPrompt_trialToken+2 more

getTwitterPostQuotes

Twitter: Get Quote Posts

Get quote posts of specific post. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Auto API fallback for fresh data. Results include guidance for full mode. PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. CODE EXECUTION: For csv mode, download CSV and use code execution to analyze all quote tweets. Ideal for: sentiment analysis on reactions, commentary patterns, viral spread analysis. First searches database, then external API if data is stale (>10 days). Date filter: OMIT startDate by default. ONLY pass if user explicitly requests filtering from specific date (YYYY-MM-DD format). IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. Use to analyze commentary on post. NOT for retweets - use getTwitterPostRetweets. Optional fields parameter for performance: ["id", "text", "authorUsername", "createdAt"]. This is a safe, read-only tool for analyzing searchable information.

ParameterslimitfieldspostIdrequired_isTrialfeedbackstartDatetableName_requestIdpageNumberuserPrompt_trialTokenforceLatest+2 more

getTwitterPostComments

Twitter: Get Post Comments

Get comments (replies) to specific post. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Auto API fallback for fresh data. Results include guidance for full mode. PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. CODE EXECUTION: For csv mode, download CSV and use code execution to analyze all comments. Ideal for: sentiment analysis, discussion themes, community engagement analysis. First searches database, then external API if data is stale (>10 days). Date filter: OMIT startDate by default. ONLY pass if user explicitly requests filtering from specific date (YYYY-MM-DD format). IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. Use to analyze community response and discussion. NOT for quotes - use getTwitterPostQuotes. Optional fields parameter for performance: ["id", "text", "authorUsername", "createdAt"]. This is a safe, read-only tool for analyzing searchable information.

ParameterslimitfieldspostIdrequired_isTrialfeedbackstartDatetableName_requestIdpageNumberuserPrompt_trialTokenforceLatest+2 more

countTweets

Twitter: Count Tweets

Count tweets containing a specific phrase within a date range. Returns the total count of matching tweets (int) directly, or zero if none found. QUERY SYNTAX: Plain keywords (bitcoin, climate change), quoted phrases ("deep learning"), boolean expressions (AI AND crypto, bitcoin OR ethereum, politics NOT sports), or parenthesized groups ((startup OR entrepreneur) NOT "venture capital"). AND/OR/NOT must have a term on both sides. @handles like @karpathy are supported. Field operators (from:, lang:) are stripped. Forward slashes are treated as spaces (24/7 becomes 24 7). Filters: date range (startDate/endDate in YYYY-MM-DD). IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. Default: startDate=6 months ago if not provided. Use for analytics and trend analysis without retrieving full tweet data. This is a safe, read-only tool for analyzing searchable information.

ParametersphraserequiredendDate_isTrialfeedbackstartDate_requestIduserPrompt_trialToken

getTwitterPostInteractingUsers

Twitter: Get Post Interacting Users

Get users who interacted with a specific Twitter post (commenters, quoters, or retweeters). INTERACTION TYPES: "commenters" (users who replied to the post), "quoters" (users who quoted the post), "retweeters" (users who retweeted the post). FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Auto API fallback when DB data is stale or insufficient. Results include guidance for paging mode. PAGING (responseType="paging"): Async paginated results (1000/page with default fields, 100/page if extra fields). Returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. CODE EXECUTION: For csv mode, download CSV and use code execution to analyze full dataset. Ideal for: audience analysis, engagement patterns, network graphs across thousands of users. PAGING MODE DETAILS: FIRST CALL: Omit pageNumber and tableName. Creates cached table, returns page 1 with pagination metadata (tableName, totalPages, totalRows). SUBSEQUENT PAGES: Use tableName from first response with pageNumber (2, 3, etc.) to fetch additional pages. Cannot pass pageNumber without tableName. BULK FETCH: Optionally use pageNumberEnd with pageNumber and tableName to fetch multiple consecutive pages at once (e.g., pageNumber=1, pageNumberEnd=5 returns pages 1-5). Optional fields parameter for performance (default: ["id", "username", "name"]). Available fields: id, username, name, description, location, followersCount, followingCount, verified, profileImageUrl, and more. DATA FRESHNESS: Automatically checks data age (> 1 week triggers refresh from API). FORCE LATEST: Use sparingly - forceLatest=true bypasses cache for real-time data (increases latency/costs). Use for: Finding who engaged with a specific post, analyzing post reach and audience, building engagement networks. This is a safe, read

ParameterslimitfieldspostIdrequiredendDate_isTrialfeedbackstartDatetableName_requestIdpageNumberuserPrompt_trialToken+4 more

checkOperationStatus

Operations: Check Status

checkOperationStatus: poll an async operation and retrieve its results or CSV download URL. Use this after any tool call made with responseType="paging" or responseType="csv" — those return an operationId that must be polled via checkOperationStatus to get the actual data. Also handles background job status checks, presigned S3 link retrieval for data dumps, and completion polling for long-running queries. Required: operationId. HANDLES TWO TYPES: (1) Query operations (op_toolname_xxx): returns paginated results + dataDumpExportOperationId. (2) Export operations (op_datadump_xxx): returns download URL for CSV download. CRITICAL: You MUST keep polling until operation finishes. DO NOT stop until status is success/no_data/error/cancelled. POLLING LOOP: (1) Call immediately after getting operation ID. (2) If status=running, wait exactly 5 seconds. (3) Call again after 5 seconds. (4) Repeat step 2-3 continuously until status changes to success/no_data/error/cancelled. (5) Only stop when operation is finished. NOTE: status values returned are wire-level ResponseStatus (success/no_data/error/running/cancelled). Returns: For queries - results, pagination, dataDumpExportOperationId. For exports - downloadUrl, fileName, totalRows. NEVER make calls without 5 second waits between them.

Parametersfeedback_requestIdoperationIdrequired

cancelOperation

Operations: Cancel

Cancel running operation. Required: operationId. Gracefully stops operation at next checkpoint. Returns confirmation. Use checkOperationStatus to verify cancellation completed.

Parametersfeedback_requestIdoperationIdrequired

getInstagramPostsByIds

Instagram: Get Posts by IDs

Get multiple Instagram posts by IDs (1-50 IDs per request). Returns results directly. Returns only found posts, omitting not-found IDs for flexibility. First searches database, then external API for missing/stale data in parallel. Use when you have multiple exact post IDs. NOT for search - use getInstagramPostsByKeywords. PERFORMANCE: Much more efficient than multiple single-ID calls. Batches database queries and parallelizes API calls. IMPORTANT: postIds must be in strong_id format (e.g., "3606450040306139062_4836333238") - use the full "id" value from other Instagram tools, NOT just the media_id. To find a post from an Instagram URL (e.g., instagram.com/p/ABC123/), extract the shortcode from the URL path and use getInstagramPostsByKeywords to search, or ask the user for the post ID. Optional fields parameter for performance: ["id", "caption", "likeCount"]. Returns: results array with id, caption, userId, username, createdAtDate, engagement metrics, count, dataSource. This is a safe, read-only tool for analyzing searchable information.

ParametersfieldspostIdsrequired_isTrialfeedback_requestIduserPrompt_trialTokenforceLatest

getInstagramPostsByUser

Instagram: Get Posts by User

Get posts from Instagram user by ID or username with two response modes. Use identifierType="id" for numeric user ID, identifierType="username" for username. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Auto API fallback for fresh data. Results include guidance for full mode. PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. CODE EXECUTION: For csv mode, download CSV and use code execution to analyze full dataset. Ideal for: engagement analysis, content trends, posting patterns across all posts. Returns by default: id, caption, username, createdAtDate. Date filters: OMIT startDate/endDate parameters by default to retrieve all posts. ONLY pass these if user explicitly requests specific date range (YYYY-MM-DD format). IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. FIELDS parameter (optional): Specify to get additional/different fields. Available: Core (id, caption, userId, username, fullName, createdAtDate), Engagement (likeCount, commentCount, reshareCount, mediaRepostCount, saveCount, videoPlayCount), Media (mediaType, imageUrl, videoUrl, subtitles, videoDuration). This is a safe, read-only tool for analyzing searchable information.

ParameterslimitfieldsendDate_isTrialfeedbackstartDatetableName_requestIdidentifierrequiredpageNumberuserPrompt_trialToken+4 more

getInstagramPostsByKeywords

Instagram: Get Posts by Keywords

Search Instagram posts by keywords with two response modes. Searches in both post captions and video subtitles. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Auto API fallback for fresh data. Results include guidance for full mode. PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. CODE EXECUTION: For csv mode, download CSV and use code execution to analyze full dataset. Ideal for: content analysis, hashtag trends, brand monitoring across thousands of posts. Returns by default: id, caption, username, createdAtDate. First searches database, then external API if data is stale or missing. NOT for URL lookups or post ID lookups - use getInstagramPostsByIds instead. Query must be plain text keywords/phrases, not URLs or IDs. QUERY SYNTAX: Plain keywords (bitcoin, climate change), quoted phrases ("deep learning"), boolean expressions (AI AND crypto, bitcoin OR ethereum, politics NOT sports), or parenthesized groups ((startup OR entrepreneur) NOT "venture capital"). AND/OR/NOT must have a term on both sides. @handles like @karpathy are supported. Field operators (from:, lang:) are stripped. Forward slashes are treated as spaces (24/7 becomes 24 7). Date filters: OMIT startDate/endDate parameters by default. ONLY pass these if user explicitly requests specific date range (YYYY-MM-DD format). IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. FIELDS parameter (optional): Specify to get additional/different fields. Available: Core (id, caption, userId, u

ParameterslimitqueryrequiredfieldsendDate_isTrialfeedbackstartDatetableName_requestIdpageNumberuserPrompt_trialToken+3 more

getInstagramUser

Instagram: Get User

Get Instagram user profile by ID or username. Use identifierType="id" for numeric user ID, identifierType="username" for username. For username: Use ONLY when you have the precise username (e.g., "cristiano"). For person names or fuzzy search, use searchInstagramUsers instead. Optional fields parameter for performance (default: ["id", "username", "fullName"]). Available fields: id, username, fullName, biography, isPrivate, isVerified, followerCount, followingCount, mediaCount, profilePicUrl, and more. Returns: single user profile with userId, username, fullName, followerCount, followingCount, mediaCount, biography, isVerified, isPrivate, profilePicUrl. This is a safe, read-only tool for analyzing searchable information.

Parametersfields_isTrialfeedback_requestIdidentifierrequireduserPrompt_trialTokenforceLatestidentifierTyperequired

searchInstagramUsers

Instagram: Search Users

Search users by person name, partial username, or fuzzy match using real-time external API. PRIMARY USE: When given person's name (e.g., "Cristiano Ronaldo", "Kim Kardashian"), partial info, or uncertain username. Use for: Name-based search, finding multiple candidates, fuzzy matching, discovering users. NOT for: Exact username lookup (use getInstagramUser when username is certain). Optional fields parameter for performance (default: ["id", "username", "fullName"]). Available fields: id, username, fullName, biography, isPrivate, isVerified, followerCount, followingCount, mediaCount, profilePicUrl, and more. Returns: array of matching users (default 10, max 10) with userId, username, fullName, followerCount, biography, profilePicUrl. This is a safe, read-only tool for analyzing searchable information.

Parametersnamerequiredlimitfields_isTrialfeedback_requestIduserPrompt_trialToken

getInstagramUserConnections

Instagram: Get User Connections

Get Instagram user connections (followers or following). Use connectionType="followers" for users who follow them, connectionType="following" for users they follow. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Auto API fallback for fresh data. PAGING (responseType="paging"): Async paginated results (100 users per page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. Optional fields parameter for performance (default: ["id", "username", "fullName"]). Available fields: id, username, fullName, biography, isPrivate, isVerified, followerCount, followingCount, mediaCount, profilePicUrl, and more. DATA FRESHNESS: Automatically checks data age (> 1 week triggers refresh from API). FORCE LATEST: Use sparingly - forceLatest=true bypasses cache for real-time data (increases latency/costs). CRITICAL - Understanding totalRows vs totalDataCount: totalRows indicates ONLY what we have in our database. totalDataCount (when present) shows the actual count from Instagram. If totalDataCount is missing or undefined, you CANNOT claim totalRows represents all connections - it only shows our partial database data. If totalDataCount > totalRows, we only have partial data. Always check if totalDataCount exists before making claims about total counts. This is a safe, read-only tool for analyzing searchable information.

Parameterslimitfields_isTrialfeedbackusernamerequiredtableName_requestIdpageNumberuserPrompt_trialTokenforceLatestresponseType+2 more

getInstagramPostInteractingUsers

Instagram: Get Post Interacting Users

Get USER PROFILES of people who interacted with an Instagram post. Returns full user data (bio, followerCount, followingCount, etc.). RETURNS USER PROFILES: id, username, fullName, biography, followerCount, followingCount, isVerified, profilePicUrl. Use for analyzing WHO engaged with a post. NOT FOR COMMENT TEXT: To read the actual comment content (what people wrote), use getInstagramCommentsByPostId instead. INTERACTION TYPES: "commenters" (users who commented), "likers" (users who liked). WHEN TO USE THIS TOOL: Analyzing commenters/likers demographics, finding influencers who engaged, building audience profiles, network analysis of who interacts with posts. WHEN TO USE getInstagramCommentsByPostId: Reading comment text, sentiment analysis of what was said, analyzing discussion content. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Auto API fallback for commenters when stale. PAGING (responseType="paging"): Async paginated results (1000 users per page with default fields), returns operationId - IMMEDIATELY call checkOperationStatus to get results. CSV export included via dataDumpExportOperationId. Supports pageNumber/tableName for subsequent pages. Optional fields (default: ["id", "username", "fullName"]). Available: biography, isPrivate, isVerified, followerCount, followingCount, mediaCount, profilePicUrl. This is a safe, read-only tool for analyzing searchable information.

ParameterslimitfieldspostIdrequired_isTrialfeedbacktableName_requestIdpageNumberuserPrompt_trialTokenforceLatestresponseType+2 more

getInstagramUsersByKeywords

Instagram: Get Users by Keywords

Search for USERS who authored Instagram posts matching keywords. USE CASE: Find users who have posted content about specific topics, keywords, or phrases. Returns unique, deduplicated user profiles. RESPONSE MODES (responseType parameter): "fast" (DEFAULT): Returns up to 300 results directly in one call. Use limit param to reduce. Best for quick lookups. "paging": Async paginated results (100/page). Returns operation ID - call checkOperationStatus to get results. Use pageNumber/tableName for subsequent pages. "csv": Async CSV export. Returns dataDumpExportOperationId - call checkOperationStatus to get S3 download link. Best for bulk export. PAGING MODE DETAILS: FIRST CALL: Omit pageNumber and tableName. Creates cached table, returns page 1 with pagination metadata (tableName, totalPages, totalRows). SUBSEQUENT PAGES: Use tableName from first response with pageNumber (2, 3, etc.). BULK FETCH: Use pageNumberEnd with pageNumber and tableName for multiple consecutive pages. QUERY SYNTAX: Plain keywords (bitcoin, climate change), quoted phrases ("deep learning"), boolean expressions (AI AND crypto, bitcoin OR ethereum, politics NOT sports), or parenthesized groups ((startup OR entrepreneur) NOT "venture capital"). AND/OR/NOT must have a term on both sides. @handles like @karpathy are supported. Field operators (from:, lang:) are stripped. Forward slashes are treated as spaces (24/7 becomes 24 7). FILTERS: - startDate/endDate: Filter by post date (YYYY-MM-DD format). OMIT by default, only use if user explicitly requests date range. IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. Optional fields parameter for performance (default: ["id", "username", "fullName"]). Available fields: id, username, fullName, biography, isPrivate, isVerified, followerCount

ParameterslimitqueryrequiredfieldsendDate_isTrialfeedbackstartDatetableName_requestIdpageNumberuserPrompt_trialToken+3 more

getInstagramCommentsByPostId

Instagram: Get Post Comments

Get COMMENT CONTENT (text, likes) for an Instagram post. Returns the actual comment objects with text and metadata. RETURNS COMMENT DATA: id, text, username, createdAtDate, likeCount, childCommentCount. Use for reading what people said. NOT FOR USER PROFILES: To get detailed user profiles (bio, followerCount, followingCount) of commenters, use getInstagramPostInteractingUsers with interactionType="commenters" instead. IMPORTANT: postId must be in strong_id format (e.g., "3606450040306139062_4836333238") - use the full "id" value from other Instagram tools, NOT just the media_id. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Auto API fallback for fresh data. PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. CODE EXECUTION: For csv mode, download CSV and use code execution to analyze full dataset. Ideal for: sentiment analysis, reading discussions, analyzing comment content, engagement patterns. Date filters: OMIT startDate/endDate parameters by default. ONLY pass these if user explicitly requests specific date range (YYYY-MM-DD format). IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. Optional fields: ["id", "text", "username", "createdAtDate", "likeCount"]. This is a safe, read-only tool for analyzing searchable information.

ParameterslimitfieldspostIdrequiredendDate_isTrialfeedbackstartDatetableName_requestIdpageNumberuserPrompt_trialToken+3 more

getRedditUser

Reddit: Get User

Get Reddit user profile by username. Returns user profile including karma breakdown (link, comment, total), account status (gold, mod, employee), and profile info. Use without u/ prefix (e.g., "spez" not "u/spez"). Optional fields parameter for performance (default: ["id", "username", "totalKarma"]). Available fields: id, username, profileUrl, profilePicUrl, snoovatarImg, linkKarma, commentKarma, totalKarma, awardeeKarma, awarderKarma, isGold, isMod, isEmployee, hasVerifiedEmail, isSuspended, verified, isBlocked, acceptFollowers, hasSubscribed, hideFromRobots, prefShowSnoovatar, profileDescription, profileBannerUrl, profileTitle, createdAt. Returns: single user profile with id, username, karma metrics, account flags, and profile details. This is a safe, read-only tool for analyzing searchable information.

Parametersfields_isTrialfeedbackusernamerequired_requestIduserPrompt_trialTokenforceLatest

searchRedditUsers

Reddit: Search Users

Search Reddit users by name, username, or profile description using real-time external API. PRIMARY USE: When given a person's name (e.g., "spez", "GallowBoob"), partial info, or uncertain username. Use for: Name-based search, finding multiple candidates, fuzzy matching, discovering users. NOT for: Exact username lookup (use getRedditUser when username is certain). Optional fields parameter for performance (default: ["id", "username", "totalKarma"]). Available fields: id, username, profileUrl, profilePicUrl, snoovatarImg, linkKarma, commentKarma, totalKarma, awardeeKarma, awarderKarma, isGold, isMod, isEmployee, hasVerifiedEmail, isSuspended, verified, isBlocked, acceptFollowers, hasSubscribed, hideFromRobots, prefShowSnoovatar, profileDescription, profileBannerUrl, profileTitle, createdAt. Returns: array of matching users (default 50, max 50) with id, username, karma metrics, profile info. This is a safe, read-only tool for analyzing searchable information.

Parametersnamerequiredlimitfields_isTrialfeedback_requestIduserPrompt_trialToken

getRedditUsersByKeywords

Reddit: Get Users by Keywords

Search for USERS who authored Reddit posts matching keywords. USE CASE: Find users who have posted content about specific topics. Returns unique, deduplicated user profiles. RESPONSE MODES (responseType parameter): "fast" (DEFAULT): Returns up to 300 results directly in one call. Use limit param to reduce. Best for quick lookups. "paging": Async paginated results (100/page). Returns operation ID - call checkOperationStatus to get results. Use pageNumber/tableName for subsequent pages. "csv": Async CSV export. Returns dataDumpExportOperationId - call checkOperationStatus to get S3 download link. Best for bulk export. PAGING MODE DETAILS: FIRST CALL: Omit pageNumber and tableName. Creates cached table, returns page 1 with pagination metadata (tableName, totalPages, totalRows). SUBSEQUENT PAGES: Use tableName from first response with pageNumber (2, 3, etc.). BULK FETCH: Use pageNumberEnd with pageNumber and tableName for multiple consecutive pages. QUERY SYNTAX: Plain keywords (bitcoin, climate change), quoted phrases ("deep learning"), boolean expressions (AI AND crypto, bitcoin OR ethereum, politics NOT sports), or parenthesized groups ((startup OR entrepreneur) NOT "venture capital"). AND/OR/NOT must have a term on both sides. @handles like @karpathy are supported. Field operators (from:, lang:) are stripped. Forward slashes are treated as spaces (24/7 becomes 24 7). FILTERS: - startDate/endDate: Filter by post date (YYYY-MM-DD format). OMIT by default, only use if user explicitly requests date range. IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. - subreddit: Filter to specific subreddit (without r/ prefix). Optional fields parameter for performance (default: ["id", "username", "totalKarma"]). Available fields: id, username, profileUrl, profi

ParameterslimitqueryrequiredfieldsendDate_isTrialfeedbackstartDatesubreddittableName_requestIdpageNumberuserPrompt+4 more

getRedditPostsByKeywords

Reddit: Get Posts by Keywords

Search Reddit posts by keywords with two response modes. Searches in post titles and selftext. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Auto API fallback for fresh data. Results include guidance for full mode. PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. CODE EXECUTION: For csv mode, download CSV and use code execution to analyze full dataset. Ideal for: sentiment analysis, subreddit trends, community discussions across thousands of posts. Returns by default: id, title, authorUsername, subredditName, createdAtDate. First searches database, then external API if data is stale or missing. QUERY SYNTAX: Plain keywords (bitcoin, climate change), quoted phrases ("deep learning"), boolean expressions (AI AND crypto, bitcoin OR ethereum, politics NOT sports), or parenthesized groups ((startup OR entrepreneur) NOT "venture capital"). AND/OR/NOT must have a term on both sides. @handles like @karpathy are supported. Field operators (from:, lang:) are stripped. Forward slashes are treated as spaces (24/7 becomes 24 7). Date filters: OMIT startDate/endDate parameters by default. ONLY pass these if user explicitly requests specific date range (YYYY-MM-DD format). IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. FILTERS: sort (relevance, hot, top, new, comments), time (hour, day, week, month, year, all), subreddit (limit to specific subreddit). FIELDS parameter (optional): Specify to get additional/different fields. Available: Core (id, title, se

ParameterssorttimelimitqueryrequiredfieldsendDate_isTrialfeedbackstartDatesubreddittableName_requestId+6 more

getRedditPostWithCommentsById

Reddit: Get Post with Comments by ID

Get Reddit post by ID with its comments. Returns both the post data and comments in a single response. FAST (default, omit responseType or responseType="fast"): Returns post and up to 300 comments directly (use limit param to reduce, e.g. limit=5). Auto API fallback for fresh data. Results include guidance for full mode. PAGING (responseType="paging"): Async paginated results (100 comments/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. RESPONSE STRUCTURE: Returns { results: { post: {...}, comments: [...] }, count, guidance }. PAGING MODE DETAILS: FIRST CALL: Omit pageNumber and tableName. Creates cached table for comments, returns page 1 with post data and pagination metadata. SUBSEQUENT PAGES: Use tableName from first response with pageNumber (2, 3, etc.) to fetch additional comment pages. Post data is NOT returned on subsequent pages. FIELD SELECTION: Use postFields for post data optimization, commentFields for comment data optimization. First searches database for both post and comments, then external API if data is stale or missing. This is a safe, read-only tool for analyzing searchable information.

ParameterslimitpostIdrequired_isTrialfeedbacktableName_requestIdpageNumberpostFields_trialTokenforceLatestresponseTypecommentFields+1 more

getRedditCommentsByKeywords

Reddit: Get Comments by Keywords

Search Reddit comments by keywords. Searches in comment body text. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Results include guidance for full mode. PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. CODE EXECUTION: For csv mode, download CSV and use code execution to analyze full dataset. Ideal for: sentiment analysis, discussion trends, community opinions across thousands of comments. DATABASE-ONLY: Searches existing database records only. QUERY SYNTAX: Plain keywords (bitcoin, climate change), quoted phrases ("deep learning"), boolean expressions (AI AND crypto, bitcoin OR ethereum, politics NOT sports), or parenthesized groups ((startup OR entrepreneur) NOT "venture capital"). AND/OR/NOT must have a term on both sides. @handles like @karpathy are supported. Field operators (from:, lang:) are stripped. Forward slashes are treated as spaces (24/7 becomes 24 7). Date filters: OMIT startDate/endDate parameters by default. ONLY pass these if user explicitly requests specific date range (YYYY-MM-DD format). IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. FILTERS: subreddit (limit to specific subreddit without r/ prefix). Optional fields parameter for performance: ["id", "body", "authorUsername", "postSubredditName", "score", "createdAtDate"]. Returns by default: id, body, authorUsername, createdAtDate. This is a safe, read-only tool for analyzing searchable information.

ParameterslimitqueryrequiredfieldsendDate_isTrialfeedbackstartDatesubreddittableName_requestIdpageNumber_trialToken+2 more

getRedditCommentById

Reddit: Get Comment by ID

Get a single Reddit comment by its ID. Accepts the bare base36 comment id or the t1_-prefixed form (e.g. "laz1ytq" or "t1_laz1ytq"), as returned by getRedditPostWithCommentsById and getRedditCommentsByKeywords. First searches database, then fetches from the external API if the comment is missing or stale (>1 week). NOT for searching - use getRedditCommentsByKeywords for keyword search. Optional fields parameter for performance (default: ["id", "body", "authorUsername", "createdAtDate"]). Returns: single comment with id, body, author, parent ids, score, and timestamps. This is a safe, read-only tool for analyzing searchable information.

Parametersfields_isTrialfeedbackcommentIdrequired_requestId_trialTokenforceLatest

searchRedditSubreddits

Reddit: Search Subreddits

Search Reddit subreddits by keywords using real-time external API. Searches subreddit names and descriptions to find communities. Use for: Discovering communities about topics, finding niche subreddits, exploring Reddit communities. Optional fields parameter for performance (default: ["id", "displayName", "title", "subscribersCount"]). Available fields: id, displayName, title, publicDescription, description, subscribersCount, activeUserCount, subredditType, over18, lang, url, subredditUrl, iconImg, bannerImg, headerImg, communityIcon, createdAt. Returns: array of matching subreddits (default 50, max 50) with id, name, description, subscriber count. This is a safe, read-only tool for analyzing searchable information.

Parameterslimitqueryrequiredfields_isTrialfeedback_requestIduserPrompt_trialToken

getRedditSubredditWithPostsByName

Reddit: Get Subreddit with Posts by Name

Get Reddit subreddit by name with its posts. FAST (default, omit responseType or responseType="fast"): Returns subreddit data with up to 300 posts directly (use limit param to reduce). Auto API fallback for fresh data. PAGING (responseType="paging"): Async paginated results (100 posts per page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. RESPONSE STRUCTURE: Returns { results: { subreddit: {...}, posts: [...] }, pagination: {...} }. FIELD SELECTION: Use subredditFields for subreddit data optimization, postFields for post data optimization. First searches database for both subreddit and posts, then external API if data is stale or missing. This is a safe, read-only tool for analyzing searchable information.

Parameterslimit_isTrialfeedbacktableName_requestIdpageNumberpostFields_trialTokenforceLatestresponseTypepageNumberEndsubredditNamerequired+1 more

getRedditSubredditsByKeywords

Reddit: Get Subreddits by Keywords

Search for SUBREDDITS where Reddit posts match keywords. Returns unique, deduplicated subreddit profiles. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce). Auto API fallback for fresh data. PAGING (responseType="paging"): Async paginated results (100 per page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. QUERY SYNTAX: Plain keywords (bitcoin, climate change), quoted phrases ("deep learning"), boolean expressions (AI AND crypto, bitcoin OR ethereum, politics NOT sports), or parenthesized groups ((startup OR entrepreneur) NOT "venture capital"). AND/OR/NOT must have a term on both sides. @handles like @karpathy are supported. Field operators (from:, lang:) are stripped. Forward slashes are treated as spaces (24/7 becomes 24 7). FILTERS: - startDate/endDate: Filter by post date (YYYY-MM-DD format). OMIT by default, only use if user explicitly requests date range. IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. Optional fields parameter for performance (default: ["id", "displayName", "title", "subscribersCount"]). Available fields: id, displayName, title, publicDescription, description, subscribersCount, activeUserCount, and more. AGGREGATE FIELDS (from matching posts) - MUST BE EXPLICITLY REQUESTED IN FIELDS: aggRelevance (relevance score for sorting), relevantPostsCount (count of matching posts per subreddit), relevantPostsUpvotesSum, relevantPostsCommentsCountSum. This is a safe, read-only tool for analyzing searchable information.

ParameterslimitqueryrequiredfieldsendDate_isTrialfeedbackstartDatetableName_requestIdpageNumberuserPrompt_trialToken+3 more

getTiktokUser

Tiktok: Get User

Get Tiktok user profile by ID or username. Use identifierType="id" for numeric user ID, identifierType="username" for username. For username: Use ONLY when you have the precise username. For person names or fuzzy search, use searchTiktokUsers instead. Optional fields parameter for performance (default: ["id", "username", "nickname"]). Available fields: id, username, nickname, signature, isPrivate, isVerified, followerCount, followingCount, likeCount, postCount, avatar, and more. Returns: single user profile. This is a safe, read-only tool for analyzing searchable information.

Parametersfields_isTrialfeedback_requestIdidentifierrequireduserPrompt_trialTokenforceLatestidentifierTyperequired

searchTiktokUsers

Tiktok: Search Users

Search Tiktok users by name or username via external API. Use for: Name-based search, finding multiple candidates, fuzzy matching, discovering users. NOT for: Exact username lookup (use getTiktokUser when username is certain). Optional fields parameter for performance (default: ["id", "username", "nickname"]). Returns: array of matching users (default 10, max 10). This is a safe, read-only tool for analyzing searchable information.

Parametersnamerequiredlimitfields_isTrialfeedback_requestIduserPrompt_trialToken

getTiktokUsersByKeywords

Tiktok: Get Users by Keywords

Search for USERS who authored Tiktok posts matching keywords. USE CASE: Find users who have posted content about specific topics. Returns unique, deduplicated user profiles. RESPONSE MODES (responseType parameter): "fast" (DEFAULT): Returns up to 300 results directly in one call. Use limit param to reduce. Best for quick lookups. "paging": Async paginated results (100/page). Returns operation ID - call checkOperationStatus to get results. Use pageNumber/tableName for subsequent pages. "csv": Async CSV export. Returns dataDumpExportOperationId - call checkOperationStatus to get S3 download link. Best for bulk export. PAGING MODE DETAILS: FIRST CALL: Omit pageNumber and tableName. Creates cached table, returns page 1 with pagination metadata (tableName, totalPages, totalRows). SUBSEQUENT PAGES: Use tableName from first response with pageNumber (2, 3, etc.). BULK FETCH: Use pageNumberEnd with pageNumber and tableName for multiple consecutive pages. QUERY SYNTAX: Plain keywords (bitcoin, climate change), quoted phrases ("deep learning"), boolean expressions (AI AND crypto, bitcoin OR ethereum, politics NOT sports), or parenthesized groups ((startup OR entrepreneur) NOT "venture capital"). AND/OR/NOT must have a term on both sides. @handles like @karpathy are supported. Field operators (from:, lang:) are stripped. Forward slashes are treated as spaces (24/7 becomes 24 7). FILTERS: startDate/endDate (YYYY-MM-DD format). OMIT by default. IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. Optional fields parameter for performance (default: ["id", "username", "nickname"]). AGGREGATE FIELDS (from matching posts) - MUST BE EXPLICITLY REQUESTED IN FIELDS: aggRelevance, relevantPostsCount, relevantPostsLikesSum, relevantPostsCommentsSum, relevantPostsPlaysSum,

ParameterslimitqueryrequiredfieldsendDate_isTrialfeedbackstartDatetableName_requestIdpageNumberuserPrompt_trialToken+3 more

getTiktokUsersByHashtags

Tiktok: Get Users by Hashtags

Search for USERS who authored Tiktok posts tagged with specific hashtags. USE CASE: Find users who have posted content tagged with one or more hashtags. Returns unique, deduplicated user profiles. Pass hashtags as an array of bare alphanumeric strings - do NOT include leading "#". OR semantics: matches users who posted content tagged with ANY of the listed hashtags. RESPONSE MODES (responseType parameter): "fast" (DEFAULT): Returns up to 300 results directly in one call. Use limit param to reduce. Best for quick lookups. "paging": Async paginated results (100/page). Returns operation ID - call checkOperationStatus to get results. Use pageNumber/tableName for subsequent pages. "csv": Async CSV export. Returns dataDumpExportOperationId - call checkOperationStatus to get S3 download link. Best for bulk export. NOT for keyword/phrase search in descriptions - use getTiktokUsersByKeywords instead. FILTERS: startDate/endDate (YYYY-MM-DD format). OMIT by default. IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. Optional fields parameter for performance (default: ["id", "username", "nickname"]). AGGREGATE FIELDS (from matching posts) - MUST BE EXPLICITLY REQUESTED IN FIELDS: aggRelevance, relevantPostsCount, relevantPostsLikesSum, relevantPostsCommentsSum, relevantPostsPlaysSum, relevantPostsForwardsSum. This is a safe, read-only tool for analyzing searchable information.

ParameterslimitfieldsendDate_isTrialfeedbackhashtagsrequiredstartDatetableName_requestIdpageNumberuserPrompt_trialToken+3 more

getTiktokPostsByIds

Tiktok: Get Posts by IDs

Get multiple Tiktok posts by IDs (1-100 IDs per request). Returns results directly. First searches database, then external API for missing/stale data. Optional fields parameter for performance: ["id", "description", "likeCount"]. Returns: results array with id, description, userId, username, createdAtDate, engagement metrics. This is a safe, read-only tool for analyzing searchable information.

ParametersfieldspostIdsrequired_isTrialfeedback_requestIduserPrompt_trialTokenforceLatest

getTiktokPostsByUser

Tiktok: Get Posts by User

Get posts from Tiktok user by ID or username with three response modes. Use identifierType="id" for numeric user ID, identifierType="username" for username. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Auto API fallback for fresh data. Results include guidance for full mode. PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. CODE EXECUTION: For csv mode, download CSV and use code execution to analyze full dataset. Ideal for: engagement analysis, content trends, viral video detection, processing thousands of posts. Returns by default: id, description, username, createdAtDate. First searches database, then external API if data is stale or missing. Date filters: OMIT startDate/endDate parameters by default to retrieve all posts. ONLY pass these if user explicitly requests specific date range (YYYY-MM-DD format). IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. FIELDS parameter (optional): Specify to get additional/different fields. Available: Core (id, description, userId, username, nickname, createdAtDate), Engagement (likeCount, commentCount, playCount, forwardCount, collectCount, downloadCount), Media (videoThumbnail, videoUrl, duration, postType), Content (hashtags, transcriptsJson). This is a safe, read-only tool for analyzing searchable information.

ParameterslimitfieldsendDate_isTrialfeedbackstartDatetableName_requestIdidentifierrequiredpageNumberuserPrompt_trialToken+4 more

getTiktokPostsByKeywords

Tiktok: Get Posts by Keywords

Search Tiktok posts by keywords with three response modes. Searches post descriptions and video transcripts. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. CODE EXECUTION: For csv mode, download CSV and use code execution to analyze full dataset. Ideal for: trend analysis, hashtag tracking, viral content discovery across Tiktok. Returns by default: id, description, username, createdAtDate. NOT for URL lookups or post ID lookups - use getTiktokPostsByIds instead. QUERY SYNTAX: Plain keywords (bitcoin, climate change), quoted phrases ("deep learning"), boolean expressions (AI AND crypto, bitcoin OR ethereum, politics NOT sports), or parenthesized groups ((startup OR entrepreneur) NOT "venture capital"). AND/OR/NOT must have a term on both sides. @handles like @karpathy are supported. Field operators (from:, lang:) are stripped. Forward slashes are treated as spaces (24/7 becomes 24 7). Date filters: OMIT startDate/endDate parameters by default to retrieve all posts. ONLY pass these if user explicitly requests specific date range (YYYY-MM-DD format). IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. FIELDS parameter (optional): Specify to get additional/different fields. Available: Core (id, description, userId, username, nickname, createdAtDate), Engagement (likeCount, commentCount, playCount, forwardCount, collectCount, downloadCount), Media (videoThumbnail, videoUrl, duration, postType), Conten

ParameterslimitqueryrequiredfieldsendDate_isTrialfeedbackstartDatetableName_requestIdpageNumberuserPrompt_trialToken+3 more

getTiktokPostsByHashtags

Tiktok: Get Posts by Hashtags

Search Tiktok posts by hashtags with three response modes. Searches the hashtags column directly (NOT post descriptions). Pass hashtags as an array of bare alphanumeric strings - do NOT include leading "#". OR semantics: matches posts containing ANY of the listed hashtags. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. CODE EXECUTION: For csv mode, download CSV and use code execution to analyze full dataset. Ideal for: hashtag trend analysis, viral hashtag tracking, cross-hashtag content discovery. Returns by default: id, description, username, createdAtDate. NOT for keyword/phrase search in descriptions - use getTiktokPostsByKeywords instead. NOT for URL or post ID lookups - use getTiktokPostsByIds instead. Date filters: OMIT startDate/endDate parameters by default to retrieve all posts. ONLY pass these if user explicitly requests specific date range (YYYY-MM-DD format). IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. FIELDS parameter (optional): Specify to get additional/different fields. Available: Core (id, description, userId, username, nickname, createdAtDate), Engagement (likeCount, commentCount, playCount, forwardCount, collectCount, downloadCount), Media (videoThumbnail, videoUrl, duration, postType), Content (hashtags, transcriptsJson). This is a safe, read-only tool for analyzing searchable information.

ParameterslimitfieldsendDate_isTrialfeedbackhashtagsrequiredstartDatetableName_requestIdpageNumberuserPrompt_trialToken+3 more

searchTiktokSounds

Tiktok: Search Sounds

Search Tiktok sounds/music by keyword. Use to discover sound/music objects (by title, artist, or album), then pass the returned id to getTiktokPostsBySound to find posts using that sound. Optional fields parameter (default: ["id", "title", "author", "userCount"]). Returns: array of sounds (up to 300) with id, title, author, userCount. This is a safe, read-only tool for analyzing searchable information.

Parameterslimitfieldskeywordrequired_isTrialfeedback_requestIduserPrompt_trialToken

getTiktokPostsBySound

Tiktok: Get Posts by Sound

Get Tiktok posts that use a specific sound/music with three response modes. Required: soundId (numeric ID from searchTiktokSounds). FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. Returns by default: id, description, username, createdAtDate. NOT for keyword/phrase search - use getTiktokPostsByKeywords. NOT for hashtags - use getTiktokPostsByHashtags. Date filters: OMIT startDate/endDate by default. ONLY pass if user explicitly requests a date range (YYYY-MM-DD). IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. FIELDS parameter (optional): Core (id, description, userId, username, nickname, createdAtDate), Engagement (likeCount, commentCount, playCount, forwardCount, collectCount, downloadCount), Media (videoThumbnail, videoUrl, duration, postType), Content (hashtags, transcriptsJson). This is a safe, read-only tool for analyzing searchable information.

ParameterslimitfieldsendDatesoundIdrequired_isTrialfeedbackstartDatetableName_requestIdpageNumberuserPrompt_trialToken+3 more

getTiktokCommentsByPostId

Tiktok: Get Post Comments

Get COMMENT CONTENT (text, likes) for a Tiktok post. Returns the actual comment objects with text and metadata. RETURNS COMMENT DATA: id, text, username, createdAtDate, likeCount. Use for reading what people said. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Auto API fallback for fresh data. PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. CODE EXECUTION: For csv mode, download CSV and use code execution to analyze full dataset. Ideal for: sentiment analysis, reading discussions, analyzing comment content, engagement patterns. Date filters: OMIT startDate/endDate by default. ONLY pass if user explicitly requests date range. IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. Optional fields: ["id", "text", "username", "createdAtDate", "likeCount"]. This is a safe, read-only tool for analyzing searchable information.

ParameterslimitfieldspostIdrequiredendDate_isTrialfeedbackstartDatetableName_requestIdpageNumberuserPrompt_trialToken+3 more

getUserAccessKey

Auth: Get User Access Key

Retrieve authenticated user access key. Required: authentication, confirmation. Returns: access key, metadata.

Parametersfeedback_requestIdconfirmRetrievalrequired

checkAccessKeyStatus

Auth: Check Access Key Status

Check access key status without revealing key. Required: authentication. Returns: status, metadata.

Parametersfeedback_requestId

getTrackedItems

Tracking: Get Tracked Items

Get tracked keywords and users. Returns: phrase, type (keyword/user/subreddit/hashtag), platform (twitter/instagram/reddit/tiktok). Subreddit is Reddit-only, hashtag is TikTok-only.

Parameters_isTrialfeedback_requestId_trialToken

addTrackedItems

Tracking: Add Tracked Items

Add keywords/users to track. Accepts array of items with phrase, type (keyword/user/subreddit/hashtag), platform (twitter/instagram/reddit/tiktok). Subreddit is Reddit-only, hashtag is TikTok-only. Returns error if plan limit exceeded.

Parametersitemsrequired_isTrialfeedback_requestId_trialToken

removeTrackedItems

Tracking: Remove Tracked Items

Remove tracked keywords/users. Accepts array of items with phrase, type (keyword/user/subreddit/hashtag), platform (twitter/instagram/reddit/tiktok). Subreddit is Reddit-only, hashtag is TikTok-only. Use getTrackedItems first to see current items.

Parametersitemsrequired_isTrialfeedback_requestId_trialToken

getAccountDetails

Account: Get Account Details

Get authenticated user's account details: plan (name, features), billing (period, next renewal date; null for Free plan), and usage (subscription credits remaining, extra credits remaining, extra tracked items). Required: authentication. Returns: nested plan/billing/usage object.

Parametersfeedback_requestId

getCreditsUsageHistory

Account: Get Credits Usage History

Get authenticated user's credits and export-rows usage over time, for analyzing usage patterns. Params: range ("today" | "7d" | "current_month" | "lifetime", default current_month), granularity ("hour" | "day", default day). Returns time-series buckets for both credits and exportRows, each with subscriptionUsed, extraUsed, totalUsed, extraPurchased. Use for trend analysis and spotting usage spikes. For current remaining balances, use getAccountDetails instead. Required: authentication.

Parametersrangefeedback_requestIdgranularity

Version history

1
  1. v1.4.1LatestSep 16, 2026

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