data_object Structured JSON endpoint Developer

GitLab Scraper API

Access GitLab search data using our GitLab Scraper API. One API request returns clean, structured JSON while we get past CAPTCHAs, IP rate limiting, IP blocking, and headless-browser detection with rotating residential proxies. Get back fields like result title, namespace/path, description, result type as structured JSON.

Get your free API key Browse all scrapers

check_circle 1,000 free requests/month. No credit card. Residential proxies.

Request

curl "https://api.chocodata.com/api/v1/gitlab/search?api_key=YOUR_API_KEY&q=laptop"

JSON Response

live sample 200 OK

{
  "query": "laptop",
  "page": 1,
  "total_results": 20,
  "results[0].position": 1,
  "results[0].id": "20328305",
  "results[0].title": "asus-linux / asusctl",
  "results[0].url": "https://gitlab.com/asus-linux/asusctl",
  "results[0].description": "https://asus-linux.org/ : A control daemon, CLI tools, and a collectio…",
  "results[0].stars": 570,
  "results[0].forks": 3,
  "results[0].updated": "2026-06-02T11:56:25.278Z",
  "results[0].name": "asusctl",
  "results[0].path": "asusctl",
  "results[0].path_with_namespace": "asus-linux/asusctl",
  "results[0].created_at": "2020-08-04T07:39:49.830Z",
  "results[0].default_branch": "main",
  "results[0].topics[0]": "ASUS ROG Control Daemon",
  "results[0].http_url_to_repo": "https://gitlab.com/asus-linux/asusctl.git"
  // + more fields
}

lan 235 targets

vpn_lock Residential proxy network

data_object Structured JSON

redeem 1,000 free requests/mo

Everything you need to scrape GitLab

Residential proxies keep your own IP out of every request, the JSON comes back clean, and 1,000 free requests a month let you prove gitlab scraper works before you add a card.

data_object

Clean structured JSON

Fields come back parsed and validated, not a dump of HTML. Store GitLab search records straight into your database instead of writing brittle selectors for gitlab scraper.

gpp_good

Bypasses CAPTCHAs and anti-bot defenses

We get past CAPTCHAs, IP rate limiting, IP blocking, and headless-browser detection on GitLab using rotating, country-matched residential proxies, so requests look like real users and your own IP stays private.

api

One API call

The GitLab Scraper API is one simple API call. The same key works across our whole web scraping API: all 235 targets, any language, no SDK required.

travel_explore

Geo-targeting and JS rendering

Pass a country for proxy geo-targeting and turn on JavaScript rendering when a GitLab page needs it. gitlab data api handles dynamic content and region-locked results.

Scrape GitLab in one API request

One call returns parsed GitLab search fields as JSON. You never touch raw HTML or rent a proxy pool, which turns scrape gitlab into something you wire into a pipeline in an afternoon.

check_circle Validated, parsed JSON fields
check_circle Residential-proxy infrastructure
check_circle Only successful 2xx responses are billed

Get your free API key

Request

curl "https://api.chocodata.com/api/v1/gitlab/search?api_key=YOUR_API_KEY&q=laptop"

Response

{
  "query": "laptop",
  "page": 1,
  "total_results": 20,
  "results[0].position": 1,
  "results[0].id": "20328305",
  "results[0].title": "asus-linux / asusctl",
  "results[0].url": "https://gitlab.com/asus-linux/asusctl",
  "results[0].description": "https://asus-linux.org/ : A control daemon, CLI tools, and a collectio…",
  "results[0].stars": 570,
  "results[0].forks": 3,
  "results[0].updated": "2026-06-02T11:56:25.278Z",
  "results[0].name": "asusctl",
  "results[0].path": "asusctl",
  "results[0].path_with_namespace": "asus-linux/asusctl",
  "results[0].created_at": "2020-08-04T07:39:49.830Z",
  "results[0].default_branch": "main",
  "results[0].topics[0]": "ASUS ROG Control Daemon",
  "results[0].http_url_to_repo": "https://gitlab.com/asus-linux/asusctl.git"
  // + more fields
}

Parameters

Pass these as query-string values alongside your API key. Only the required ones are mandatory; the rest have sensible defaults.

Parameter	Type	Required	Example
q	string	required	laptop
per	number	optional	20
order	enum	optional	star_count
sort	enum	optional	desc

Enum parameters accept a fixed set of values. For example, order accepts star_count, name, created_at, updated_at, last_activity_at, id.

What you can build with GitLab data

Once the scraping API returns GitLab search data as clean JSON, these are the patterns teams reach for most.

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Data Aggregation

Pull GitLab search records into your own warehouse and analyze them on your terms.

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Market Intelligence

Track GitLab search data over time to spot market shifts before competitors do.

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Competitor Monitoring

Watch rivals on GitLab and alert your team when prices, ranks, or listings change.

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Lead Generation

Turn GitLab search data into targeted lead lists and feed them into your CRM.

Why developers pick Chocodata for GitLab

bolt

Fast at the tail

Median 2.6 s per request with multi-tier retry, so latency stays predictable even when GitLab fights back.

verified_user

Parity-checked output

Fields are regression-tested on every extractor change, so 2xx responses match the live page.

hub

One key, 235 targets

The same scraping API key that scrapes GitLab works across every other target, with official Node, Python, and Go SDKs.

Simple pricing that scales with you

Start free with 1,000 requests a month and 5,000 credits, no credit card. Scale on monthly plans from $19, or top up pay-as-you-go at $0.90 per 1,000 successful requests. Only successful 2xx responses are billed, and every plan covers the full scraping API: all 235 targets and every endpoint.

Free

Forever free on signup

check_circle1,000 requests / month (5,000 credits)
check_circle10 concurrent requests
check_circleAll 237 targets
check_circleFull dashboard + analytics
check_circleTop-up at $0.90 / 1k
check_circleCommunity support

Start free

Vibe

$19 / month

$0.70 / 1k effective

check_circle27,000 requests / month (135,000 credits)
check_circle30 concurrent requests
check_circleAll 237 targets + content-language
check_circleCountry-matched residential IPs
check_circlePer-API-key usage tracking
check_circleTop-up at $0.90 / 1k
check_circleEmail support (1 business day)

Get Vibe

Pro

$49 / month

$0.60 / 1k effective

check_circle82,000 requests / month (410,000 credits)
check_circle50 concurrent requests
check_circlePriority routing queue
check_circleCountry-matched residential IPs
check_circleTeam seats (up to 5)
check_circleTop-up at $0.90 / 1k
check_circleEmail + chat support

Get Pro

Custom

$100-$2k / month

Flat $0.50 / 1k effective at every level

check_circle200k - 4M+ requests / month
check_circle100-500+ concurrent requests
check_circlePriority queue (highest)
check_circlePremium proxy pool + SLA on request
check_circleUnlimited team seats
check_circleWire / invoice / annual PO
check_circleDedicated Slack channel

Pick Custom level

Pay-as-you-go top-up

$0.90 / 1,000 successful requests

Available on every plan including Free. Top up any time when included credits run out. Only 2xx responses charged. Balance never expires.

See full pricing and calculator →

GitLab Scraper API FAQ

Is it legal to scrape GitLab?

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Scraping publicly accessible GitLab data is generally legal in the US under the Ninth Circuit's hiQ v. LinkedIn ruling, which held that scraping public web data does not violate the Computer Fraud and Abuse Act. It does not override GitLab's own Terms of Service, which are a contract matter, so check those for your use case and comply with data laws such as GDPR. This is general information, not legal advice.

How do I scrape GitLab without getting blocked?

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You scrape GitLab without getting blocked by letting Chocodata route every request through country-matched residential proxies with automatic rotation and retries. Because the traffic looks like real users from real networks, the GitLab Scraper API gets through anti-bot defenses that block datacenter IPs, and you never expose your own address.

What data does the GitLab Scraper API return?

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The GitLab Scraper API returns GitLab search data as structured JSON: the core fields parsed from the page, ready to store or query. Exact fields depend on the search type, and only successful (2xx) responses are billed.

How much does the GitLab Scraper API cost?

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The GitLab Scraper API costs nothing to start: the Free plan includes 1,000 requests per month (5,000 credits) across all 235 targets. After that, monthly plans begin at $19, or you top up pay-as-you-go at $0.90 per 1,000 successful requests. One request is 5 credits, and non-2xx responses are never charged.

Do I need a GitLab account or login?

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No GitLab account or login is required. The GitLab Scraper API reads publicly accessible search pages, so you only need a Chocodata API key, not GitLab credentials. Pages that sit behind a GitLab login are out of scope.

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Start scraping GitLab for free

1,000 free scraping API requests on signup across all 235 targets. No credit card required.

Get your free API key Browse all scrapers