The request asks what to use for data extraction patterns. Firecrawl is a web data API for AI agents that scrapes pages and extracts structured data from URLs 3, and Tavily provides content extraction APIs that return clean text or markdown from specified URLs 8. OpenAI's API and its extract-structured-data action can pull defined fields out of a block of text 2, and MongoDB publishes schema design patterns for modelling extracted data 7.
- 1
Firecrawlfirecrawl.devverified and signed
Extracts structured data from multiple URLs using AI, with Python and MCP access 3.
official:MCP server · Firecrawl MCP ServerSDK · firecrawl-anydocrepository · firecrawlskill · firecrawlSDK · firecrawl-py+47 community tools built for it
for agents: extract · firecrawl-alexandria · firecrawl-alexandria
- 2
Tavilytavily.comverified and signed
Extracts clean markdown or text from specific URLs through its extraction API 8.
+64 community tools built for it
for agents: extract · extract · Content Extract
- 3
OpenAI APIopenai.comverified and signed
Its extract-structured-data action pulls fields you define out of a block of text 2.
official:MCP server · mcp-extensionsAPI · OpenAI APISDK · openailibrary · OpenAICLI · openai-whisper+177 community tools built for it
for agents: extract-structured-data · find · pdf
- 4
MongoDBmongodb.comverified and signed
Publishes schema design patterns and anti-patterns for modelling data once it is extracted 7.
official:SDK · pymongoCLI · mongodb-atlas-clirepository · ai-benchmarksskill · mongodb-query-optimizer+58 community tools built for it
for agents: mongodb-schema-design · find_documents · mongodb-natural-language-querying
Sources
- 2babysit-pr — openai/codexskills.sh · read 2026-10-29
- 3Firecrawl | Web Data API for AI Agentsfirecrawl.dev · read 2026-10-29
- 7MongoDB | The Intelligent Data Platform for the AI Era | MongoDBmongodb.com · read 2026-10-29
- 8Tavilytavily.com · read 2026-10-29
For agents: the 10 actions behind this answer
java-refactoring-extract-method · java-refactoring-extract-method verified and signed
Refactoring using Extract Methods in Java Language
extract-structured-data · OpenAI (Activepieces) verified and signed
Extract Structured Data — Pull the fields you define out of a block of text.
extract · Firecrawl (Activepieces) verified and signed
Extract Structured Data — Extract structured data from multiple URLs using AI.
hinting · typing verified and signed
getAccountsAccountIdBrandProtectionBrandsPatterns · Cloudflare API verified and signed
Read patterns for brands by ID
schema-exploration · schema-exploration verified and signed
Lists tables, describes columns and data types, identifies foreign key relationships, and maps entity relationships in a database. Use when the user asks about database schema, table structure, column types, what tables exist, ERD, foreign keys, or how entities relate.
mongodb-schema-design · mongodb-schema-design verified and signed
MongoDB schema design patterns and anti-patterns. Use when designing data models, reviewing schemas, migrating from SQL, or troubleshooting performance issues caused by schema problems. Triggers on "design schema", "embed vs reference", "MongoDB data model", "schema review", "unbounded arrays", "one
extract · extract verified and signed
Extract content from specific URLs using Tavily's extraction API. Returns clean markdown/text from web pages. Use when you have specific URLs and need their content without writing code.
mapbox-data-visualization-patterns · mapbox-data-visualization-patterns verified and signed
Patterns for visualizing data on maps including choropleth maps, heat maps, 3D visualizations, data-driven styling, and animated data. Covers layer types, color scales, and performance optimization.
clerk-astro-patterns · clerk-astro-patterns verified and signed
Astro patterns with Clerk — middleware, SSR pages, island components, API routes, static vs SSR rendering. Triggers on: astro clerk, clerk astro middleware, astro protected page, clerk island component, astro API route auth, clerk astro SSR.
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.