Twitter Data All-in-One API MCP Guide

You need reliable Twitter/X profile intelligence and engagement data in hours, not weeks. By the end of this guide, you’ll be able to fetch profile metadata, who a user follows, and their recent replies using the Twitter Data All-in-One API on Zyla API Hub, wire it into your app with copy-pasteable code, and even invoke the same endpoints from an AI agent through Zyla’s MCP gateway.

What you can build with the Twitter Data All-in-One API

The Twitter Data All-in-One API provides:

About profile: additional information about a Twitter/X profile by screen name.
Following: the list of accounts a user is following.
User replies: a feed of the user’s replies/retweets timeline.

Common applications in production:

Social CRM enrichment: auto-attach verified status, rest_id, avatar, and location signals to contacts.
Competitor and influencer monitoring: pull following graphs to identify partnerships or shifts in interest.
Community support dashboards: surface user replies to detect issues or praise in near-real-time.
Content automation: enrich posts with profile badges or fetch latest replies for context-aware responses.

All calls run through Zyla API Hub with a single account, one API key, and subscription-based billing. No juggling multiple providers or keys. Browse more than 10,000 public APIs across the marketplace at zylalabs.com.

Getting started on Zyla API Hub

To start building:

Open the API listing: Twitter Data All-in-One API.
Click Subscribe (or Start Free Trial when available). Billing is subscription + quota (not pay-per-call). First API: 7-day trial or 50 requests. No Free Plan. Check the API page for current access options and pricing.
Copy your API key from your dashboard.

All requests shown below use the Authorization header: Authorization: Bearer YOUR_API_KEY. Keep your key secret and rotate it if exposed. You can manage your account and explore categories at zylalabs.com.

API endpoints you will use

The Twitter Data All-in-One API exposes the following endpoints on Zyla API Hub. Each endpoint uses GET and requires the screenname query parameter when specified. Pass your key as a Bearer token.

1) About profile

Returns additional information about the profile.

Method: GET
URL: https://zylalabs.com/api/3399/twitter-data-all-in-one-api/22582/about-profile
Required params: screenname (string)

curl example (copy-paste):

curl -s -X GET "https://zylalabs.com/api/3399/twitter-data-all-in-one-api/22582/about-profile?screenname=elonmusk" \
-H "Authorization: Bearer YOUR_API_KEY"

Example JSON response:

{"status":"active","profile":"elonmusk","rest_id":"44196397","blue_verified":true,"affiliates":{"label":{"badge":{"url":"https:\/\/pbs.twimg.com\/profile_images\/1955359038532653056\/OSHY3ewP_bigger.jpg"},"description":"X","url":{"url":"https:\/\/twitter.com\/X","urlType":"DeepLink"},"userLabelDisplayType":"Badge","userLabelType":"BusinessLabel"}},"business_account":null,"verified_since":"-156836000000000","avatar":"https:\/\/pbs.twimg.com\/profile_images\/2008546467615580160\/57KcqsTA_normal.jpg","name":"Elon Musk","protected":false,"about":{"account_based_in":"United States","location_accurate":false,"learn_more_url":"https:\/\/help.twitter.com\/managing-your-account\/about-twitter-verified-accounts","affiliate_username":"X","source":"United States App Store","username_changes":{"count":"0"}},"id":"44196397"}

What you’ll use:

status: high-level state of the profile.
rest_id and id: useful for stable internal references.
blue_verified: boolean for verified status checks.
avatar and name: UI and profile enrichment.
about.account_based_in and about.source: location and acquisition hints.

2) Following

Get the list of accounts the user is following.

Method: GET
URL: https://zylalabs.com/api/3399/twitter-data-all-in-one-api/3679/following
Required params: screenname (string)

curl example (copy-paste):

curl -s -X GET "https://zylalabs.com/api/3399/twitter-data-all-in-one-api/3679/following?screenname=elonmusk" \
-H "Authorization: Bearer YOUR_API_KEY"

Example JSON response:

{"following":[{"user_id":"1671483632551186433","screen_name":"TechMine_Mw","description":"Malawi’s premier SAAS firm 🌐 | Leaders in digital transformation, website development, design, and marketing 🖥️🎨 | Shaping Malawi’s tech future 🇲🇼","profile_image":"https:\/\/pbs.twimg.com\/profile_images\/1847661011731431425\/FNhbpOqP_normal.jpg","statuses_count":5,"followers_count":6,"friends_count":10,"media_count":3,"name":"TechMine INC."},{"user_id":"44196397","screen_name":"elonmusk","description":"","profile_image":"https:\/\/pbs.twimg.com\/profile_images\/1874558173962481664\/8HSTqIlD_normal.jpg","statuses_count":65409,"followers_count":210941749,"friends_count":926,"media_count":3038,"name":"Elon Musk"}],"status":"ok","more_users":false}

What you’ll use:

following: array of user summaries (user_id, screen_name, name, follower/friend counts).
more_users: boolean indicator for additional data availability. If present and true, check the API page for pagination parameters or next steps.

3) User replies

The list of the user’s replies (and retweets within that context).

Method: GET
URL: https://zylalabs.com/api/3399/twitter-data-all-in-one-api/3682/user-replies
Required params: screenname (string)

curl example (copy-paste):

curl -s -X GET "https://zylalabs.com/api/3399/twitter-data-all-in-one-api/3682/user-replies?screenname=elonmusk" \
-H "Authorization: Bearer YOUR_API_KEY"

Example JSON response (truncated in source; fields below reflect the documented structure and are illustrative when incomplete):

{"timeline":[{"tweet_id":"1867196702865674450","bookmarks":0,"created_at":"Thu Dec 12 13:15:59 +0000 2024","favorites":0,"text":"RT @cb_doge: Every citizen journalist who fought the legacy media narrative and spread the truth this election is the Person of the Year.…","lang":"en","in_reply_to_status_id_str":null,"views":null,"quotes":0,"replies":0,"retweets":10,"conversation_id":"1867196702865674450","media":[],"entities":{"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge"}],"urls":[],"hashtags":[],"symbols":[]},"author":{"rest_id":"44196397","name":"Elon Musk","screen_name":"elonmusk","followers_count":207267106,"favourites_count":99802,"avatar":"https:\/\/pbs.twimg.com\/profile_images\/1858316737780781056\/kPL61o0F_normal.jpg","blue_verified":true},"retweeted":{"id":"1867196122143563838"}}]}

What you’ll use:

timeline[].created_at: RFC 822-like timestamp; treat as UTC (+0000) and parse to your app’s timezone.
timeline[].text, lang, retweets, replies, quotes: engagement and content classification.
timeline[].author fields: embed minimal author context with replies.

Authentication and headers

All examples use: Authorization: Bearer YOUR_API_KEY
Do not pass API keys in query strings. Keep them in headers server-side.
If you rotate your key, update any CI/CD secrets, serverless config, and MCP client settings.

Copy-paste code: fetch About profile in Python

The following snippet calls About profile, checks HTTP status, and reads core fields for storage and UI. Replace YOUR_API_KEY with your actual key.

import os
import requests

API_KEY = os.getenv("ZYLA_API_KEY", "YOUR_API_KEY")
URL = "https://zylalabs.com/api/3399/twitter-data-all-in-one-api/22582/about-profile"
params = {"screenname": "elonmusk"}
headers = {"Authorization": f"Bearer {API_KEY}"}

resp = requests.get(URL, headers=headers, params=params, timeout=20)
resp.raise_for_status()
data = resp.json()

# Read fields you'll likely persist or display
profile = {
"status": data.get("status"),
"screenname": data.get("profile"),
"rest_id": data.get("rest_id"),
"id": data.get("id"),
"blue_verified": data.get("blue_verified"),
"name": data.get("name"),
"avatar": data.get("avatar"),
"protected": data.get("protected"),
"account_based_in": (data.get("about") or {}).get("account_based_in"),
}

print(profile)

Notes for production:

Timeouts: the example uses 20s; adjust to your service budget and retry strategy.
Caching: profile data changes less frequently than timelines. Cache About profile for minutes to hours based on your freshness needs.
Storage: keep both id and rest_id as strings to avoid integer precision issues in some databases.

Copy-paste curl for each endpoint

About profile:

curl -s -X GET "https://zylalabs.com/api/3399/twitter-data-all-in-one-api/22582/about-profile?screenname=elonmusk" \
-H "Authorization: Bearer YOUR_API_KEY"

Following:

curl -s -X GET "https://zylalabs.com/api/3399/twitter-data-all-in-one-api/3679/following?screenname=elonmusk" \
-H "Authorization: Bearer YOUR_API_KEY"

User replies:

curl -s -X GET "https://zylalabs.com/api/3399/twitter-data-all-in-one-api/3682/user-replies?screenname=elonmusk" \
-H "Authorization: Bearer YOUR_API_KEY"

Real-world implementation patterns

Enrich user records

On signup or when linking a Twitter/X handle, call About profile to capture:

Verification and avatar for trust and UI signals.
rest_id/id as stable references.
Account location hints to infer locale defaults.

Store these in your user table and refresh on a schedule or webhook-driven job if your system detects handle changes.

Monitor interests via Following

Use Following to derive topics or potential partnerships. A daily job can diff yesterday’s and today’s lists to trigger alerts when new notable accounts appear. Keep an eye on more_users; if it ever signals more data is available, consult the API page for pagination guidance.

Support and moderation from Replies

In a support console, surface latest user replies to identify product mentions, bug reports, or sentiment changes. Parse created_at as UTC, then present in the agent’s timezone. Consider light caching (e.g., 30–120 seconds) to keep UI responsive while avoiding unnecessary calls.

Auditable data pipelines

When persisting timelines, store the raw JSON blob alongside normalized columns. This preserves exact values (e.g., text, entities, counts) for downstream reprocessing without re-calling the API.

Operational details that save time

Timestamps: created_at in User replies includes “+0000”; treat as UTC.
IDs: Use strings for tweet_id, rest_id, id, and user_id. Avoid integer casts that can overflow.
Rate management: Because billing is subscription + quota, not pay-per-call, prefer caching repeat lookups and batching scheduled fetches.
Error handling: On non-2xx responses, retry with backoff only if your workflow permits; otherwise surface actionable errors to logs with endpoint and screenname for quick triage.
Security: Keep your Bearer token server-side. If you must call from the client, proxy through your backend.

Calling the API from AI agents via MCP

You can call the same API from an AI agent (e.g., Claude Code, Cursor, Windsurf) through the Zyla MCP gateway. The endpoint is: MCP. Provide your key as a query parameter: https://mcp.zylalabs.com/mcp?apikey=YOUR_API_KEY.

Within an MCP-compatible client:

Point the client to the MCP URL above.
Use the exposed tools get_api_info and call_api.
For this listing, reference its numeric ID in MCP tool calls where required (ID 3399). You can inspect endpoints (about-profile, following, user-replies) with get_api_info, then invoke call_api with the exact Hub path and required params (e.g., screenname).

Note: MCP clients handle the transport and tool invocation specifics. If your client expects a particular JSON schema for tool calls, follow that client’s documentation. Do not guess parameter names beyond those listed on the API page; the required param for these endpoints is screenname.

Testing and validation checklist

Happy path: a valid screenname returns JSON with expected keys (e.g., rest_id, blue_verified, following array, timeline array).
Input validation: reject empty or malformed screen names before calling the API.
Observability: log endpoint, screenname, HTTP status, and request ID (if available) for each call.
Caching policy: choose TTLs separately for profile (longer) vs replies (shorter).
Data retention: store raw JSON payloads to support audits and reprocessing without re-fetching.

End-to-end example flow

Suppose you’re adding a “Link your Twitter/X” feature in a SaaS dashboard:

User enters screenname.
Your backend immediately calls About profile to verify existence and capture avatar, name, verified status, and rest_id.
Background job calls Following to build a basic interest graph; optionally queue enrichment tasks per followed account.
Support console requests User replies on-demand for the same handle when an agent opens a ticket involving that user.

This layered calling pattern limits cost, respects subscription quotas, and keeps UX fast.

Troubleshooting tips

401/403: Check that your Authorization header is present and your subscription is active.
404/empty arrays: Verify the screenname exists and is spelled correctly.
Intermittent failures: Add exponential backoff and short-term caching of recent successes to mask transient errors.
Parsing issues: Ensure your JSON parser handles unicode in text and emojis in descriptions.

Where to go next

Explore the full listing and subscribe on the Twitter Data All-in-One API page.
Set up agentic workflows via the MCP gateway using get_api_info and call_api.
Browse more Social Media listings across Zyla’s marketplace at zylalabs.com.

FAQ

1) How do I authenticate requests?
Send Authorization: Bearer YOUR_API_KEY in the header for every request to the Zyla Hub path. Do not place the key in query parameters for REST calls.

2) What are the available endpoints I can call?
The documented endpoints are: About profile (GET /22582/about-profile), Following (GET /3679/following), and User replies (GET /3682/user-replies). Each requires screenname as a query parameter.

3) How is billing handled?
Billing is subscription + quota, not pay-per-call. The first API offers a 7-day trial or 50 requests. No Free Plan. Check the API page for current access options and any updates.

4) How should I parse timestamps from User replies?
The created_at field includes a +0000 offset; treat it as UTC. Convert to your app’s local timezone after parsing.

5) Can I call the API through an AI coding agent?
Yes. Use the Zyla MCP endpoint at https://mcp.zylalabs.com/mcp?apikey=YOUR_API_KEY. In your MCP-compatible client, use get_api_info to discover the Twitter Data All-in-One API (ID 3399) and call_api to invoke endpoints with the required screenname parameter.

Ship your integration now: create your account, subscribe to the listing, and get your API key. Register