Find the right AI tools for any job, task or industry.TASK
Build data pipelines & warehouses
Move, transform, test, and orchestrate data for analysis. ToolGrail lists 52 AI tools for this task, including API.SH, doc2json, LLMtoMD and OCR-AI.
Tools for this task
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| API.SHNot verified | Public web data as JSON from around 1,000 websites: search, social media, e-commerce, jobs and more. | Pricing not verified | Tool + MCP | Site checked |
| doc2jsonNot verified | Turn PDFs and photos into typed JSON with your own schema. Missing values come back null. | Pricing not verified | Tool + MCP | Site checked |
| LLMtoMDNot verified | Convert PDFs, Office docs, websites and audio into AI-ready Markdown, then search and ask your docs. | Pricing not verified | Tool + MCP | Site checked |
| OCR-AINot verified | Hebrew and English OCR for PDFs and images: text, key fields and tables, page by page. | Pricing not verified | Tool + MCP | Site checked |
| ForumDataAPINot verified | Real-time community forum posts, search, nested comments & mentions MCP. OAuth or API key. | Pricing not verified | Tool + MCP | Site checked |
| AirbyteAirbyte | Open-source data movement from hundreds of sources, with a connector builder. | Open source | Tool + MCP | Site checked |
| AstronomerAstronomer | Managed Apache Airflow for orchestrating data pipelines. | Usage based | Tool | Site checked |
| DagsterDagster Labs | Data orchestrator built around data assets, with lineage and observability. | Open source | Tool | Site checked |
| FivetranFivetran | Managed connectors that move data into warehouses. | Usage based | Tool + MCP | Site checked |
| Great ExpectationsGreat Expectations | Data quality testing with an open-source core. | Open source | Tool | Site checked |
| Monte CarloMonte Carlo | Detects and helps resolve data quality incidents across pipelines. | Contact sales | Tool | Site checked |
| AgentReaderNot verified | AgentReader (agentreader.xyz): web pages, PDFs, JSON, CSV and text as Markdown. | Pricing not verified | Tool + MCP | Site checked |
| AgentScraper APINot verified | Fetch public web pages live and get clean Markdown, text or HTML. | Pricing not verified | Tool + MCP | Site checked |
| AlterlabNot verified | Web scraping MCP server scrape, extract structured data, screenshot any site with anti-bot bypass. | Pricing not verified | Tool + MCP | Site checked |
| AutomNot verified | Google, Bing and Brave search results as structured JSON web, maps, news, shopping, images, jobs…. | Pricing not verified | Tool + MCP | Site checked |
| ClonvoNot verified | Web search, scraping, crawling, research, a browser agent, and company and people data. | Pricing not verified | Tool + MCP | Site checked |
| Data and APIsNot verified | Search, read and call 125+ data APIs: sanctions, barcodes, IP intelligence, companies, holidays. | Pricing not verified | Tool + MCP | Site checked |
| Data Quality GateNot verified | Check entire lead, order and inventory CSV/JSONL against approved contracts before writes. | Pricing not verified | MCP | Site checked |
| Fetch RouterNot verified | Verified web fetch for agents: detects blocks and empty JS pages, falls back, bills only on success. | Pricing not verified | Tool + MCP | Site checked |
| MamitsuNot verified | OAuth-enabled MCP server that extracts structured data from public social media posts. | Pricing not verified | Tool + MCP | Site checked |
| MatillionMatillion | Cloud data integration with AI agents for building pipelines. | Pricing not verified | Tool | Site checked |
| oxylabs-mcpNot verified | Fetch and process content from specified URLs & sources using the Oxylabs Web Scraper API. | Pricing not verified | Tool + MCP | Site checked |
| PacketStreamNot verified | Live web search results and web pages as Markdown; page fetches use a residential network. | Pricing not verified | Tool + MCP | Site checked |
| PageVerifiedNot verified | Tools for AI agents: web capture with SHA-256 receipts, tech-stack lookup and verification. | Pricing not verified | Tool + MCP | Site checked |
| PentasorNot verified | Senses for agents on live sites and media: read, see, hear, drive a flow, verify a claim. | Pricing not verified | Tool + MCP | Site checked |
| Scrape.lyNot verified | Find Actors in the Scrape.ly Store, run them, and read their datasets, key-value stores and logs. | Pricing not verified | Tool + MCP | Site checked |
| ScrapewiseNot verified | Clean, matched, AI-ready product data from any website. | Pricing not verified | Tool + MCP | Site checked |
| Scraping DaddyNot verified | Structured public data from YouTube, TikTok, Instagram, Reddit, X, Facebook, Google Maps and more. | Pricing not verified | Tool + MCP | Site checked |
| SearchPipeNot verified | Web search API and MCP server for developers building AI agents. | Pricing not verified | Tool + MCP | Site checked |
| SerpbitNot verified | Google Search, News, Shopping, Images, Maps and AI Mode as data for AI agents. | Pricing not verified | Tool + MCP | Site checked |
| SiteRender APINot verified | Fetch public web pages live and get clean Markdown, text or HTML. | Pricing not verified | Tool + MCP | Site checked |
| SpecStreamNot verified | The live web data engine for teams and agents: Search API, Extract API and Deep Search. | Pricing not verified | Tool + MCP | Site checked |
| String Web AccessNot verified | Search the web, fetch any URL and map a site as clean, LLM-ready Markdown. | Pricing not verified | MCP | Site checked |
| TidyFetchNot verified | Web pages to markdown, site crawls, company contacts, app reviews, ATS jobs and Shopify products. | Pricing not verified | Tool + MCP | Site checked |
| WebCrawlerAPINot verified | Turn any web page into clean Markdown for your AI assistant. OAuth sign-in, no API key. | Pricing not verified | Tool + MCP | Site checked |
| WebExtractNot verified | Web page to structured JSON: product, tables, metadata. | Pricing not verified | MCP | Site checked |
| dbtdbt Labs | SQL-based transformation, testing and documentation, with AI assistance. | Free + paid | Tool | Site checked |
| Informatica CLAIREInformatica | AI assistance across enterprise data integration, quality and governance. | Contact sales | Tool | Site checked |
| BrowserlessNot verified | Official Browserless MCP server: browser automation, scraping, screenshots and PDFs for AI agents. | Pricing not verified | Tool + MCP | Site checked |
| cheapxapiNot verified | Twitter (X) data for agents: profiles, tweets, search, followers, lists. | Pricing not verified | Tool + MCP | Site checked |
| FetchLayerNot verified | 226 tools for Reddit, X, TikTok, Instagram, YouTube, reviews, ads, shopping and search data. | Pricing not verified | Tool + MCP | Site checked |
| Gemini in BigQueryGoogle Cloud | AI assistance for writing, explaining and preparing data in BigQuery. | Pricing not verified | Tool | Site checked |
| KeboolaNot verified | Connect your AI assistants to Keboola and expose your data, transformations, SQL queries, ... | Pricing not verified | Tool + MCP | Site checked |
| ManyScriptsNot verified | Transcript API and MCP for public TikTok, YouTube, Instagram, X, Facebook, LinkedIn, Bluesky videos. | Pricing not verified | MCP | Site checked |
| ScrapeIONot verified | Public data from TikTok, Instagram, YouTube, X, Facebook and 28 more platforms. | Pricing not verified | MCP | Site checked |
| ShortVidAPINot verified | Real-time short-form video, creator profiles, comments, trends & ad data MCP. OAuth or API key. | Pricing not verified | Tool + MCP | Site checked |
| SignalShelfNot verified | Public social, ad library and Google Maps data: TikTok, Instagram, YouTube, X, Facebook and more. | Pricing not verified | Tool + MCP | Site checked |
| socialscrapeNot verified | Social media data for agents: profiles, posts, comments, search, ads, transcripts. | Pricing not verified | Tool + MCP | Site checked |
| TikTokAPI.ioNot verified | Real-time TikTok videos, profiles, comments, trends & Creative Center ads MCP. OAuth or API key. | Pricing not verified | Tool + MCP | Site checked |
| TwitterapiNot verified | Official twitterapi.io hosted MCP: Twitter/X tweets, users, followers, trends. OAuth or API key. | Pricing not verified | Tool + MCP | Site checked |
| VideoDataAPINot verified | Real-time video transcripts, RAG captions, metadata, search & comments MCP. OAuth or API key. | Pricing not verified | Tool + MCP | Site checked |
| XquikNot verified | X (Twitter) data API for AI agents: tweets, users, followers and search. | Pricing not verified | Tool + MCP | Site checked |
Roles that do this work
Sectors where it is common
No paid ranking. Reviewed 2026-11-04. Tool fit is an editorial suggestion based on published capabilities. See sources & methodology →