dumpling-ai

dumpling-ai

DumplingAI provides a unified data layer and single API to power AI agents with reliable web data — search, scraping, documents, social media, transcripts, and enrichment — with smart routing across providers, a CLI, HTTP API, and MCP surface.

dumpling-ai is automation software teams evaluate for automation. Use this page to review pricing, integration signals, and the best alternatives before you commit.

Freemium API Enterprise 75/100
#107 in Automation (107 tools)
Added 0 year ago
Data reviewed Jul 16, 2026

Profile facts come from the vendor source. AiMatch labels unknown pricing or API details instead of estimating them.

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Quick Overview

Best for: Automation

What it does

Automation software for decision-makers comparing workflow fit and alternatives.

Best fit

Automation

Pricing snapshot

Freemium from Free (free tier included; see site for details)

Next step

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dumpling-ai

DumplingAI is a unified data layer and API designed to provide reliable external web data for AI agents and automation workflows. It consolidates search, web scraping, document extraction, social and review data, media transcripts, and enrichment behind a single API and balance to reduce vendor complexity and billing overhead.

The platform offers smart routing across multiple upstream providers for higher success rates and reliability, with the ability to pin specific provider endpoints when predictable upstream behavior or pricing matters. DumplingAI supports CLI, HTTP API, and an MCP surface, and emphasizes spend visibility, request traces, and centralized auth and logs for teams building production AI agents.

Dumpling AI powers AI automations with web scraping, search, and document conversion APIs.

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Key Features

Unified API for external data

One API surface that covers search, scraping, document extraction, social data, transcripts, and enrichment so teams don't need multiple vendor subscriptions.

Smart routing across providers

Automatic routing to the best upstream provider for reliability and quality, with normalized inputs/outputs and improved DX over raw vendor APIs.

Native provider endpoints

Ability to pin exact provider endpoints (e.g., firecrawl.scrape, serper.search, perplexity.search) when specific upstream features, quirks, or pricing predictability are required.

Web scraping

Fetch clean page content from static pages, rendered apps, and full crawls using multiple scraping routes including Firecrawl and SpiderCloud.

Search

Run web, news, maps, and autocomplete lookups through one API instead of stitching separate search vendors; supports Serper, Perplexity, DataForSEO routing.

Document extraction

Turn PDFs and documents into clean text or structured data using doc-to-text, extract-document, and structured extraction capabilities.

Social and media data

Pull YouTube, TikTok, LinkedIn, Google Reviews and other social signals including profiles, transcripts, videos, and reviews.

Enrichment

Verify emails, enrich domains, and pull company context through the unified catalog without adding separate vendors.

Automation and browser helpers

Run screenshots, crawling, browser-capable utilities and mix crawl jobs with code execution in one stack.

Observability and spend controls

Every call logged with cost and latency, request traces, and centralized usage/spend visibility.

Pricing

Free Tier Available

Free tier included; site references a free tier but does not list specific limits or pricing details on this page.

Free

Free (free tier included; see site for details)
  • Free tier included to start building (details available on the pricing page)

Use Cases

AI agent external knowledge

Provide agents reliable web, news, maps, and social data for decision-making and responses without managing multiple vendor integrations.

Web scraping and content extraction

Fetch and normalize page content or run full crawls for data pipelines and LLM context ingestion.

Document ingestion and structured extraction

Convert PDFs and documents into clean text or structured records for downstream automations and agent workflows.

Social signal & media retrieval

Collect transcripts, metadata, videos, reviews and profiles from platforms like YouTube, TikTok, LinkedIn, and Google Reviews.

Data enrichment

Enrich people and company records, verify emails, and pull domain/company context for agent or CRM workflows.

Automation with browser tooling

Combine screenshots, crawling, and browser automation helpers within the same API and CLI for complex workflows.

Integrations

Claude Code, Cursor, Codex, OpenClaw

Works with these runtimes and agent frameworks as listed on the site.

Make.com and n8n

Integration surfaces noted for workflow automation platforms.

Search & scraping providers (Serper, Perplexity, DataForSEO, Firecrawl, SpiderCloud)

Ability to auto-route or pin upstream providers for search and scraping.

Benefits

Reduce vendor sprawl: one API key, one balance, one bill for search, scraping, social, transcripts, and enrichment.
Improved reliability: smart routing and fallback across providers increases success rates and data quality.
Operational visibility: per-call cost, latency, request traces, and spend controls centralize observability.
Flexible control: start with broad capabilities and drop down to native endpoints when you need provider-specific behavior.
Rapid onboarding: CLI and API surfaces designed for quick integration into agent workflows.

Limitations

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Frequently Asked Questions

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Getting Started

  1. 1 Install the CLI: npm install -g dumplingai-cli
  2. 2 Authenticate and initialize: dumplingai init (add your API key)
  3. 3 Run a capability from the CLI or call the HTTP/MCP API. Example: dumplingai run capability scrape_page --input '{"url": "https://example.com", "format": "markdown"}'

Support

docs

Documentation and guides are available from the site ("Or browse the docs").

CLI

Command-line tooling for local testing and running capabilities (install via npm and run dumplingai commands).

API

HTTP API and MCP surface for programmatic access and integration with existing stacks.

API

Available: Yes

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