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What You Can Build

This repository is not a raw API dump and not another giant directory of random tools.

It is a curated collection of plug-and-play starter blueprints for founders, agencies, operators, indie hackers, and product teams who want to build autonomous AI applications that feel like real products.

Instead of asking:

• which of these 10,000 APIs should I even care about?
• how do I turn a cool model into an actual workflow?
• what does an MVP stack for this category look like?

This repo answers:

• what to build
• who it is for
• how the workflow should run
• which APIs belong in the stack
• which recommended APIs are worth clicking into first
• how to move from concept to MVP to monetizable product

If you want the full API catalog, use the main API Mega List. This repo is the opinionated build layer on top of that broader catalog.

Featured Starters

Starter Categories

What You Get In Each Starter

Every starter is designed to feel actionable instead of empty.

Curated Stack Paths

These starters are built for discovery, synthesis, monitoring, and recurring insight generation.

• research-agent: research workflows, citation-first extraction, web synthesis
• competitor-intel-agent: competitor tracking, launch monitoring, positioning shifts
• social-listening-agent: channel monitoring, narrative clustering, alerting

Featured paths:

• AI Web Research Agent
• Website Content Crawler
• Google Search API
• Twitter/X Scraper

These starters are designed for list building, outbound execution, and support flows tied to business outcomes.

• lead-gen-agent: account discovery, enrichment, qualification
• outreach-agent: personalization, sequencing, reply handling
• customer-support-agent: ticket triage, retrieval, draft replies

Featured paths:

• Linkedin Leads Generator
• Find B2B Emails for Outreach
• LinkedIn Profile Scraper
• Trustpilot Scraper

These starters help teams turn SERP data, product signals, and market changes into content and growth actions.

• seo-content-agent: topic clustering, SERP analysis, briefs, drafts
• ecommerce-monitor-agent: product monitoring, pricing alerts, review summaries

Featured paths:

• Google Keyword Scraper
• Google Search Scraper
• Amazon Product Scraper
• Website Content Crawler

These starters package agent workflows around specific categories with real operational use.

• job-hunt-agent: role discovery, company research, tailored applications
• real-estate-agent: listing monitoring, underwriting notes, market context

Featured paths:

• LinkedIn Jobs Scraper
• Indeed Jobs Scraper
• Zillow Scraper
• Google Maps B2B Leads Scraper

These starters are for teams building serious internal agent systems, toolchains, and orchestration layers.

• mcp-toolchain-starter: MCP tool surfaces, auditable actions, doc ingestion
• multi-agent-ops-starter: routers, workers, reviewers, traces, retries

Featured paths:

• AI Web Scraper
• Website Content Crawler
• AI Web Research Agent
• Google Search API

Why This Repo Is Valuable

This repo is built to shorten the distance between:

• seeing an agent idea
• understanding the workflow
• choosing the right stack
• building the first version
• turning it into something monetizable

It is valuable because it helps you:

• avoid generic AI project ideas with no operational shape
• pick higher-signal API stacks faster
• package agent workflows into agency, SaaS, consulting, or internal tools
• move from research and prompting into architecture and execution
• browse by actual business use case instead of random API categories

How To Use This Repo

1. Pick a starter based on the product or workflow you want to build.
2. Read that starter's README.md to understand the use case and target builder.
3. Review architecture.md for the MVP shape.
4. Use prompts.md to seed your planner, worker, reviewer, and QA loops.
5. Open stack.md to choose a lean, best-value, or premium path.
6. Replace the starter assumptions with your own auth, storage, UI, and business logic.

Recommended Reading Order

Repo Structure

agentic-ai-starters/
|- README.md
|- LICENSE
|- .gitignore
|- assets/
|  |- readme-hero.svg
|- docs/
|- prompts/
|- templates/
|- starters/
   |- research-agent/
   |- lead-gen-agent/
   |- seo-content-agent/
   |- social-listening-agent/
   |- ecommerce-monitor-agent/
   |- competitor-intel-agent/
   |- job-hunt-agent/
   |- real-estate-agent/
   |- outreach-agent/
   |- customer-support-agent/
   |- mcp-toolchain-starter/
   |- multi-agent-ops-starter/

Star History

Notes

• This repository is intentionally curated and opinionated.
• APIs still matter here, but only when they belong inside an actual build path.
• The main API Mega List is still the place to browse the full catalog.