Platform APIs
Call a maintained capability and receive structured platform data. Authentication, sessions, regional access, and upstream changes stay behind one endpoint.
Live platform APIs · REST API + MCP
Connect your agents to live platform data.
Production-ready APIs and MCP servers for commerce, grocery, social, marketplaces, and local platforms.
Trusted by AI-native startups and enterprise data teams
Capability
blinkit.search
Captured response · 4.1s
Loading captured response
Connecting to the platform capability…
| Product | Brand | Variant | Price | MRP | Discount | Inventory | Product ID | Merchant | Rank | Product URL |
|---|---|---|---|---|---|---|---|---|---|---|
| Sunfeast Mom's Magic Cashew & Almond Cookies | Sunfeast | 183 g | ₹27 | ₹40 | 32% off | 5 | 11173 | express | 1 | https://blinkit.com/prn/sunfeast-mom-s-magic-cashew-almond-cookies/prid/11173 |
| Amul Taaza Toned Milk | Amul | 500 ml | ₹30 | ₹30 | − | 50 | 19512 | express | 2 | https://blinkit.com/prn/amul-taaza-toned-milk/prid/19512 |
| Amul Gold Full Cream Milk | Amul | 500 ml | ₹36 | ₹36 | − | 12 | 12872 | express | 3 | https://blinkit.com/prn/amul-gold-full-cream-milk/prid/12872 |
| Amul Lactose Free Milk | Amul | 250 ml | ₹26 | ₹26 | − | 50 | 206314 | express | 4 | https://blinkit.com/prn/amul-lactose-free-milk/prid/206314 |
| Amul Taaza Homogenised Toned Milk | Amul | 1 ltr | ₹77 | ₹77 | − | 50 | 176 | express | 5 | https://blinkit.com/prn/amul-taaza-homogenised-toned-milk/prid/176 |
| Country Delight 25 g High Protein Chocolate Milk | Country Delight | 180 ml | ₹60 | ₹60 | − | 7 | 793108 | express | 6 | https://blinkit.com/prn/country-delight-25-g-high-protein-chocolate-milk/prid/793108 |
Customers shipping data-native products
Three ways to turn the live web into usable data.
Use a maintained platform endpoint, extract any public page, or compare what AI answer engines say.
Universal Scrapers
Capture a public page, extract caller-defined fields, or archive the source. Every resolved value includes evidence and confidence.
Capture pageExtract pageArchive page
URL
https://stripe.com/web.page.extract- title
- Stripe | Financial Infrastructure to Grow Your Revenue 90% · metadata
- description
- Stripe is a financial services platform that helps all types of businesses accept payments, build flexible billing models and manage money movement. 88% · metadata
- canonical_url
- https://stripe.com/en-de 92% · metadata
- site_name
- @stripe 99% · metadata
- language
- en 99% · script_json
- locale
- us 99% · script_json
AI Scrapers
Run the same market question across answer engines and monitor visibility, citations, competitor positioning, and hallucination risk.
ChatGPT
Gemini
Perplexity
GEO / AEO visibilityAre you recommended for “best X”?
Citation share of voiceWhich domains earn the citations?
Competitive intelligenceHow are brands and features described?
Brand-risk monitoringCatch hallucinations and answer drift.
What teams build with it.
-
Platform scale
High-volume requests against a platform with no public API
The endpoint does not officially exist, and it is read at production volume anyway. When the upstream changes shape the capability is repaired and shipped as a new version, so the caller's contract stays fixed.
Consumer social -
Life sciences
Regulatory filings as structured records
Pharmaceutical submissions resolved into one schema. Deterministic extraction runs first; the model only touches fields a parser cannot reach, and every value returns with its source.
Regulatory intelligence -
Creator graph
Creator profiles normalized into one schema
Profiles and engagement resolved across networks that each expose a different shape, and returned against one schema the campaign side can query without knowing which network a record came from.
Influencer marketing -
Public records
County record systems behind one endpoint
Every jurisdiction publishes the same record differently. Extraction is declared once by field and the model reconciles the formats underneath.
Alternative lending -
Continuous capture
Creator analytics on a standing schedule
Engagement, growth and posting cadence captured continuously rather than pulled on request, so the dataset is queryable the moment it is needed.
Social intelligence -
Training data
Corpus-scale collection for model training
Education content gathered at training volume with provenance retained per record, so a corpus stays auditable long after it is built.
AI research -
Market coverage
Price benchmarks across MENA q-commerce
Delivery and FMCG baskets normalised across platforms that share no product model, no identifier and no category tree.
Pricing research -
Scheduled delivery
Weekly engagement reporting, unattended
Post metrics, comments and hashtag performance collected on schedule and delivered as a standing report rather than a request.
Social reporting
Research, monitor, and act.
Start with the business question. Upscrape handles the platform access, normalization, and delivery behind it.
REST APISearch live marketplace listings
Search eBay using the deployed ebay.products.search capability.
curl -X POST https://data.upscrape.com/execute \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"input": {
"query": "laptop"
},
"capability": "ebay.products.search"
}'
ebay.products.searchStructured JSON response
MCP PROMPTCompare local grocery availability
Let the agent resolve the correct q-commerce capabilities and inputs.
Use Upscrape MCP to compare milk prices, stock, and delivery estimates across supported grocery platforms in Riyadh. Return a table sorted by delivered price and cite the capability used for every result.
Agent-ready promptMulti-platform result
MCP PROMPTBuild a current market comparison
Turn a business question into a structured, cross-source research task.
Use Upscrape MCP to compare the top 20 laptop listings on eBay with local electronics listings in San Francisco. Normalize price, seller, availability, rating, and product URL, then identify the five largest pricing gaps.
Research workflowNormalized comparison
REST APIFind public conversations
Search Reddit posts through a real deployed capability.
curl -X POST https://data.upscrape.com/execute \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"input": {
"q": "supabase alternative",
"limit": 25
},
"capability": "reddit.posts.search"
}'
reddit.posts.searchPosts, authors and engagement
REST APIDiscover competitor creatives
Search Google Ads Transparency using the deployed creative endpoint.
curl -X POST https://data.upscrape.com/execute \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"input": {
"query": "nike",
"region": "US",
"limit": 5
},
"capability": "google-adstransparency.creative.search"
}'
google-adstransparency.creative.searchCreative and advertiser data
REST APIResolve an official company record
Search Indian corporate records by company keyword.
curl -X POST https://data.upscrape.com/execute \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"input": {
"keyword": "RELIANCE"
},
"capability": "mca.company.search"
}'
mca.company.searchOfficial company identifiers
REST APISearch places by query and location
Run a location-aware Google Maps search with structured output.
curl -X POST https://data.upscrape.com/execute \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"input": {
"query": "coffee shops",
"location": "San Francisco, CA",
"limit": 20
},
"capability": "googlemaps.search"
}'
googlemaps.searchPlaces, ratings and coordinates
One data layer.
Three ways to use it.
Live platform tools inside the conversation.
Give an AI agent discoverable Upscrape capabilities. It chooses a tool, sends structured inputs, and receives data it can immediately reason over.
- Tool discovery through MCP
- Typed inputs and structured results
- Works across agent frameworks
Best for research agents, copilots, and automated decisions
Use Upscrape MCP and list the top 10 restaurants in Delhi NCR
I’m resolving the restaurant-list capability, executing it for Delhi NCR with a limit of 10, then I’ll rank and present the results for a restaurant-brand view.
Called restaurant listing endpoint via HTTP
✓
Upscrape MCP execution
Capability discovered
zomato.restaurants.listInput resolved
city: "ncr"limit: 10Ranking methodRating first, with vote count used to break ties
ResultThe response contained 9 restaurants, despite a requested limit of 10.
Top restaurants in Delhi NCR
| Rank | Restaurant | Rating | Votes | Location |
|---|---|---|---|---|
| 1 | Salad Days | 9,400 | Gole Market | |
| 2 | ENSO – Sourdough Pizza by Nomad | 1,420 | Connaught Place | |
| 3 | McDonald's | 3,704 | Janpath | |
| 4 | Nomad Pizza – Traveller Series | 3,082 | Connaught Place | |
| 5 | Burger King | 1,185 | Janpath | |
| 6 | KFC | 14 | Paharganj | |
| 7 | The Burger Club | 3,592 | Connaught Place | |
| 8 | Roll-e-bility | 443 | Rajinder Nagar | |
| 9 | Chacha Chaap Corner & Caterers | 10 | Kamla Nagar |
Restaurant-brand view
A 4.3 rating with 9,400 votes makes it the strongest validated performer in the set, with far more engagement than any rival.
ENSO and Nomad Pizza share one Connaught Place address, a strong multi-brand, cloud-kitchen-style pizza presence.
McDonald’s, Burger King, KFC and The Burger Club make fast food the most visible category. New entrants face heavy chain competition.
Connaught Place and Janpath hold five of the nine restaurants, making Central Delhi the densest competitive zone.
Vegetarian and health-led offerings look less crowded. Salad Days proves a differentiated health brand can still win big.
Stable endpoints for products and backends.
Call a specific platform capability from your own application. Upscrape keeps the contract stable while the source changes underneath it.
- Clear request and response schemas
- Single or multi-platform operations
- Predictable application integration
Best for product features, internal tools, and backend services
POST
data.upscrape.com/execute
AuthorizationBearer ••••••••••••
Content-Typeapplication/json
capability"zomato.restaurants.list"
input.city"ncr"
input.limit10
Awaiting response0 ms
200 OK184 ms
"city""Delhi NCR"
"count"9
"results"[
ENSO – Sourdough Pizza by NomadBhagat Singh Market, Connaught Place
Burger KingGround & Mezzanine Floor, Janpath
The Burger ClubChankya Puri, Connaught Place
] · + 6 more records
One contract. Every capability.
Same request shape, same response shape. Upscrape keeps it stable while the source changes underneath.
POST /execute2009 records184 ms
Snapshots on schedule. Events on change.
Run the same capabilities on a schedule, push changes to your app as they happen, or pull a clean export. All three share one contract.
- Warehouse-ready recurring batches
- Event webhooks on every change
- JSON and CSV exports on demand
Best for analytics, alerts, app sync, and portable datasets
Scheduled feed · ncr-restaurants
Every day · 06:00
Next run in00:05
06:00:00
run started · daily feed · ncr-restaurants
06:00:01
capability zomato.restaurants.list
06:00:01
input { city: "ncr", limit: 10 }
06:00:05
response complete · 9 records in 4.2s
06:00:05
normalize product.v1 · 9/9 mapped · 0 rejected
ncr-restaurants_2026-07-27.csv9 rows
nameratingvotes
ENSO - Sourdough Pizza by Nomad4.31420
Burger King4.01185
The Burger Club3.93592
… 6 more rows
Warehouse Synced
CSV export Ready
price_changed
POST api.acme-analytics.com/hooks
200 · 218 ms
7/7 runs on time
Same schema, every source, every run.
- 01Choose a platform or outcome
Start with one source, several sources, or the business question.
- 02Connect through API or MCP
Use direct endpoints, agent tools, exports, or managed integration.
- 03Receive data or trigger action
Send structured results into your agent, app, database, or alert.
Connect through standard interfaces.
Connect over MCP so an agent can discover and call capabilities directly, or hit the REST endpoints from your own services. Same contract either way.
- Any MCP-compatible client or agent framework
- REST from any language, no SDK required
- Webhooks, exports, and scheduled feeds
Chosen by modern data leaders.
Growing teams trust Upscrape for critical platform data, with accuracy, speed, and reliability.
“Upscrape stepped in on a super hard project and knocked it out of the park, fast and effectively. Really happy with the results, and we will be working with the team again very soon.”
“The tool Upscrape built extracts data and generates an XML file exactly as we needed. The team even set up a server and a weekly cron job to fetch only new data, saving us time and server load. Everything was delivered on time.”
“The team was amazing and worked very hard on our data migration project. Every record made it across.”
“Amazing job on our web scraping and data import. We will be bringing Upscrape back for future projects.”
“We interviewed over 10 teams, and Upscrape was the only one that could explain exactly how they would scrape the site we needed, then figured it out. Great support throughout, flexible with North American time zones, and they delivered exactly what we needed.”
“A repeat client here. Upscrape works fast, and the results are 100% as expected every time. Reliable and committed to quality on every project.”
“Upscrape delivered good work, and working with the team was easy. Communication was top-notch, deadlines were met, and the skills were strong across the board.”
“100% uptime on our web scraping product. We have had absolutely no issues working with this team, and the support is excellent.”
What teams ask before they connect.
Is Upscrape an API provider or a managed data service?
Both. Use existing platform APIs and MCP tools directly, or ask Upscrape to build and operate a complete multi-source data workflow.
How does credit pricing work?
Each capability has a fixed per-request credit rate shown on its catalog page. A monthly plan grants credits every period, and each successful request spends its rate. Harder targets that solve a CAPTCHA or sign a request can carry a higher rate.
What happens when I run out of credits?
The API pauses new jobs until your next renewal, or you can upgrade to a larger plan straight away. You are never billed beyond your plan, and jobs already running are finished.
Can one integration use several platforms?
Yes. A workflow can call several platform capabilities and normalize the results into one consistent output.
How does MCP access work?
MCP-compatible agents can discover the tools made available to them and call those tools using structured inputs.
What happens when a platform changes?
Upscrape owns the underlying platform-access layer and maintains the capability behind the stable API or MCP contract.
Can you support a platform that is not listed?
Custom platform access can be scoped as part of a managed data workflow when the source and use case are viable.
Something else?
Talk to the teamBuilt for enterprise, verifiable by design.
Every commitment below is either checkable in a single
API call or written into the agreement.
- Zero data retention available
- Data processing agreement
- Mutual NDA
- Contractual SLAs
- Authorized access only
One platform.
Or one complete workflow.
Use an existing API, connect an agent through MCP, or let Upscrape manage the data operation.