agentic-ai-starters

<div align="center"> <img src="./assets/readme-hero.png" alt="Agentic AI Starters hero banner" width="100%" /> </div> <div align="center"> # Agentic AI Starters **A premium blueprint library for building autonomous AI products with real APIs, real workflows, and real monetization paths.** [](https://github.com/cporter202/agentic-ai-starters/stargazers) [](https://github.com/cporter202/agentic-ai-starters/network/members) [](https://github.com/cporter202/agentic-ai-starters/commits/main) [](./LICENSE) [](#curated-stack-paths) [](#featured-starters) [](#what-you-get-in-each-starter) [](#how-to-use-this-repo) [](#why-this-repo-is-valuable) [Explore Starters](#featured-starters) | [Browse Categories](#starter-categories) | [View Stack Paths](#curated-stack-paths) | [See Star History](#star-history) </div> ## Navigation | Jump to | What you will find | | --- | --- | | [What You Can Build](#what-you-can-build) | The big-picture positioning and why this repo exists | | [Featured Starters](#featured-starters) | The highest-value starter blueprints in the library | | [Starter Categories](#starter-categories) | A cleaner way to browse by use case | | [Curated Stack Paths](#curated-stack-paths) | Collapsible sections with practical stack direction | | [How To Use This Repo](#how-to-use-this-repo) | The fastest path from repo to MVP | | [Star History](#star-history) | Stargazer chart and social proof block | ## Topics             ## 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](https://github.com/cporter202/API-mega-list). This repo is the opinionated build layer on top of that broader catalog. ## Featured Starters <table> <tr> <td width="50%"> <h3><a href="./starters/research-agent/">Research Agent</a></h3> <p>Citation-first research workflows for market scans, strategy briefs, and web intelligence.</p> </td> <td width="50%"> <h3><a href="./starters/lead-gen-agent/">Lead Gen Agent</a></h3> <p>Discover, enrich, score, and route outreach-ready leads with stronger sourcing paths.</p> </td> </tr> <tr> <td width="50%"> <h3><a href="./starters/seo-content-agent/">SEO Content Agent</a></h3> <p>Turn search intent, competitor analysis, and prompt systems into a repeatable content engine.</p> </td> <td width="50%"> <h3><a href="./starters/social-listening-agent/">Social Listening Agent</a></h3> <p>Track conversations, cluster narratives, and surface the mentions that deserve human attention.</p> </td> </tr> <tr> <td width="50%"> <h3><a href="./starters/outreach-agent/">Outreach Agent</a></h3> <p>Personalized outbound systems with stronger context, better sequences, and cleaner handoffs.</p> </td> <td width="50%"> <h3><a href="./starters/multi-agent-ops-starter/">Multi-Agent Ops Starter</a></h3> <p>Production-minded orchestration patterns for planners, workers, reviewers, and operators.</p> </td> </tr> </table> ## Starter Categories <table> <tr> <td width="33%"> <h3>Research and Intelligence</h3> <p><a href="./starters/research-agent/">research-agent</a><br><a href="./starters/competitor-intel-agent/">competitor-intel-agent</a><br><a href="./starters/social-listening-agent/">social-listening-agent</a></p> </td> <td width="33%"> <h3>Revenue and Pipeline</h3> <p><a href="./starters/lead-gen-agent/">lead-gen-agent</a><br><a href="./starters/outreach-agent/">outreach-agent</a><br><a href="./starters/customer-support-agent/">customer-support-agent</a></p> </td> <td width="33%"> <h3>Content and Growth</h3> <p><a href="./starters/seo-content-agent/">seo-content-agent</a><br><a href="./starters/ecommerce-monitor-agent/">ecommerce-monitor-agent</a></p> </td> </tr> <tr> <td width="33%"> <h3>Vertical Operators</h3> <p><a href="./starters/job-hunt-agent/">job-hunt-agent</a><br><a href="./starters/real-estate-agent/">real-estate-agent</a></p> </td> <td width="33%"> <h3>Systems and Infrastructure</h3> <p><a href="./starters/mcp-toolchain-starter/">mcp-toolchain-starter</a><br><a href="./starters/multi-agent-ops-starter/">multi-agent-ops-starter</a></p> </td> <td width="33%"> <h3>Business Angle</h3> <p>Agency offers<br>Internal tooling<br>SaaS MVPs<br>Productized services<br>Paid research and ops workflows</p> </td> </tr> </table> ## What You Get In Each Starter Every starter is designed to feel actionable instead of empty. | File | Why it matters | | --- | --- | | `README.md` | Product concept, buyer, workflow, inputs, outputs, and why someone would build it | | `architecture.md` | Clear MVP shape, core components, and implementation direction | | `prompts.md` | Prompt building blocks, role prompts, and guardrails | | `stack.md` | Featured API links, companion APIs, and stack tiers | ## Curated Stack Paths <details> <summary><strong>Research and intelligence stacks</strong></summary> These starters are built for discovery, synthesis, monitoring, and recurring insight generation. - [research-agent](./starters/research-agent/stack.md): research workflows, citation-first extraction, web synthesis - [competitor-intel-agent](./starters/competitor-intel-agent/stack.md): competitor tracking, launch monitoring, positioning shifts - [social-listening-agent](./starters/social-listening-agent/stack.md): channel monitoring, narrative clustering, alerting Featured paths: - [AI Web Research Agent](https://apify.com/devwithbobby/ai-web-research-agent?fpr=p2hrc6) - [Website Content Crawler](https://apify.com/apify/website-content-crawler?fpr=p2hrc6) - [Google Search API](https://apify.com/api/google-search-api?fpr=p2hrc6) - [Twitter/X Scraper](https://apify.com/automation-lab/twitter-scraper?fpr=p2hrc6) </details> <details> <summary><strong>Revenue and pipeline stacks</strong></summary> These starters are designed for list building, outbound execution, and support flows tied to business outcomes. - [lead-gen-agent](./starters/lead-gen-agent/stack.md): account discovery, enrichment, qualification - [outreach-agent](./starters/outreach-agent/stack.md): personalization, sequencing, reply handling - [customer-support-agent](./starters/customer-support-agent/stack.md): ticket triage, retrieval, draft replies Featured paths: - [Linkedin Leads Generator](https://apify.com/contacts-api/linkedin-leads-generator?fpr=p2hrc6) - [Find B2B Emails for Outreach](https://apify.com/purple_beep_boop/find-b2b-emails-for-outreach?fpr=p2hrc6) - [LinkedIn Profile Scraper](https://apify.com/automation-lab/linkedin-profile-scraper?fpr=p2hrc6) - [Trustpilot Scraper](https://apify.com/happitap/trustpilot-scraper?fpr=p2hrc6) </details> <details> <summary><strong>Content and growth stacks</strong></summary> These starters help teams turn SERP data, product signals, and market changes into content and growth actions. - [seo-content-agent](./starters/seo-content-agent/stack.md): topic clustering, SERP analysis, briefs, drafts - [ecommerce-monitor-agent](./starters/ecommerce-monitor-agent/stack.md): product monitoring, pricing alerts, review summaries Featured paths: - [Google Keyword Scraper](https://apify.com/dxbear/google-keyword-scraper?fpr=p2hrc6) - [Google Search Scraper](https://apify.com/apidojo/google-search-scraper?fpr=p2hrc6) - [Amazon Product Scraper](https://apify.com/get-leads/amazon-product-scraper?fpr=p2hrc6) - [Website Content Crawler](https://apify.com/apify/website-content-crawler?fpr=p2hrc6) </details> <details> <summary><strong>Vertical operator stacks</strong></summary> These starters package agent workflows around specific categories with real operational use. - [job-hunt-agent](./starters/job-hunt-agent/stack.md): role discovery, company research, tailored applications - [real-estate-agent](./starters/real-estate-agent/stack.md): listing monitoring, underwriting notes, market context Featured paths: - [LinkedIn Jobs Scraper](https://apify.com/valig/linkedin-jobs-scraper?fpr=p2hrc6) - [Indeed Jobs Scraper](https://apify.com/valig/indeed-jobs-scraper?fpr=p2hrc6) - [Zillow Scraper](https://apify.com/mido_99/zillow-scraper?fpr=p2hrc6) - [Google Maps B2B Leads Scraper](https://apify.com/primeparse/google-maps-scraper?fpr=p2hrc6) </details> <details> <summary><strong>Systems and infrastructure stacks</strong></summary> These starters are for teams building serious internal agent systems, toolchains, and orchestration layers. - [mcp-toolchain-starter](./starters/mcp-toolchain-starter/stack.md): MCP tool surfaces, auditable actions, doc ingestion - [multi-agent-ops-starter](./starters/multi-agent-ops-starter/stack.md): routers, workers, reviewers, traces, retries Featured paths: - [AI Web Scraper](https://apify.com/apify/ai-web-scraper?fpr=p2hrc6) - [Website Content Crawler](https://apify.com/apify/website-content-crawler?fpr=p2hrc6) - [AI Web Research Agent](https://apify.com/devwithbobby/ai-web-research-agent?fpr=p2hrc6) - [Google Search API](https://apify.com/api/google-search-api?fpr=p2hrc6) </details> ## 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 | If you are... | Start here | | --- | --- | | Building a research or monitoring tool | [research-agent](./starters/research-agent/) or [competitor-intel-agent](./starters/competitor-intel-agent/) | | Building a sales or service workflow | [lead-gen-agent](./starters/lead-gen-agent/) or [outreach-agent](./starters/outreach-agent/) | | Building growth automation | [seo-content-agent](./starters/seo-content-agent/) or [ecommerce-monitor-agent](./starters/ecommerce-monitor-agent/) | | Building infra for agents | [mcp-toolchain-starter](./starters/mcp-toolchain-starter/) or [multi-agent-ops-starter](./starters/multi-agent-ops-starter/) | ## Repo Structure ```text 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 [](https://star-history.com/#cporter202/agentic-ai-starters&Date) ## 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](https://github.com/cporter202/API-mega-list) is still the place to browse the full catalog.