Pass the article tweet ID. Returns title, preview, cover, and content blocks.
"Get full thread context"
→
twitter_tweet_thread_context
One call returns parent chain + direct replies for the target tweet.
"Who quoted this tweet?"
→
twitter_tweet_quote
Get quote tweets for a specific tweet ID.
"What is trending now?"
→
twitter_get_trends
Get trends with optional
woeid
,
country
,
category
,
limit
.
"Crypto sentiment scan / 情绪扫描 / market mood"
→
twitter_search_tweets
(call once per coin)
For BTC/ETH/SOL sentiment: search
"$BTC"
,
"$ETH"
,
"$SOL"
separately, then summarize tone inline.
⛔ NEVER call
twitter_user_info
,
twitter_user_followers
, or
twitter_user_tweets
during a sentiment scan — text analysis only.
Available Tools
Tool
Description
Key Params
twitter_search_tweets
Advanced tweet search
query
(required),
cursor
twitter_get_tweets
Get tweets by ID
tweet_ids
(array, required)
twitter_user_info
User profile lookup
username
(required)
twitter_user_tweets
User's recent tweets
username
(required),
cursor
twitter_user_followers
User's followers
username
(required),
cursor
twitter_user_followings
User's followings
username
(required),
cursor
twitter_tweet_replies
Replies to a tweet
tweet_id
(required),
cursor
twitter_tweet_retweeters
Who retweeted
tweet_id
(required),
cursor
twitter_search_users
Search for users
query
(required),
cursor
twitter_get_article
Get long-form article
tweet_id
(required)
twitter_tweet_thread_context
Get full thread context
tweet_id
(required)
twitter_tweet_quote
Get quote tweets
tweet_id
(required),
cursor
twitter_get_trends
Get trends
woeid
,
country
,
category
,
limit
Usage Patterns
⚠️ Token Budget Rules
Sentiment scan: max
3
twitter_search_tweets
calls
(one per coin), then summarize. Stop.
Account research: max
2 tool calls total
unless user asks for more depth.
Never chain more than 5 Twitter tool calls in one response.
Research an account
twitter_user_info
— get profile, follower count, bio
twitter_user_tweets
— see what they've been posting
twitter_user_followings
— who they follow (reveals interests)
Track a topic or token
twitter_search_tweets
with query like
"$SOL min_faves:50"
— find popular tweets
twitter_search_users
with the topic — find relevant accounts
Output Constraints (IMPORTANT for small models)
Max 1
twitter_search_tweets
call per coin/topic
— do not repeat searches for same query. First result set is sufficient.
Max 3
twitter_user_info
calls per response
— only look up the most relevant accounts.
Never call
bash
or
write_file
for Twitter data
— reason inline directly from tool results.
Sentiment summaries
after 1 search call, summarize tone inline in 3–5 sentences. Done.
Pagination
only fetch next page if user explicitly asks for more results.
After getting search results: sort/filter in your head, do not call bash to sort.
Analyze engagement on a tweet
twitter_get_tweets
— get the tweet and its metrics
twitter_tweet_replies
— see the conversation
twitter_tweet_retweeters
— see who amplified it
Find influencers in a space
twitter_search_users
with keyword (e.g. "DeFi analyst")
twitter_user_info
on top results to compare follower counts
twitter_user_tweets
to check content quality
Search Query Operators
The
twitter_search_tweets
tool supports advanced operators:
Operator
Example
Description
keyword
bitcoin
Tweets containing the word
exact phrase
"ethereum merge"
Exact phrase match
from:
from:elonmusk
Tweets by a specific user
to:
to:elonmusk
Tweets replying to a user