Case studies
Browse the cases
How Prostir acts as an AI agent builder for ChatGPT and Claude: you build one published agent with knowledge, tools, auth, users, payments, and a remote MCP endpoint, then connect it from MCP-ready clients where connector support is available.
Read the caseA practical explanation of a remote MCP server: Prostir hosts the endpoint, keeps knowledge and tools behind it, handles access and billing, and gives AI clients one HTTPS target instead of a local server setup.
Read the caseA practical route for creators who want to sell AI skills: package repeatable know-how as a reusable skill, document the inputs, validate the output, publish it in Prostir, and attach Pay-backed paid access.
Read the caseHow to turn docs, FAQs, policies, examples, and safe tools into a knowledge base AI agent that can be public, protected, or paid. Prostir keeps the source setup explicit, the endpoint hosted, and access rules attached to the published agent.
Read the caseTurn product docs, changelogs, policy pages, examples, and safe tools into a knowledge graph AI agent. Prostir builds Markdown-LD and JSON-LD graph artifacts, exposes `knowledge_search`, and keeps access, endpoint, and source refresh in one hosted agent.
Read the caseStep-by-step article: how to create an AI agent in Telegram with the Telegram app. You create a Telegram bot in BotFather, copy the bot token, create the agent in Prostir, open Channels, choose Telegram, paste the token, press Save, publish, and test the agent from Telegram.
Read the caseStep-by-step article: how to add an AI agent widget to your website. You create and publish the Prostir agent, open Channels, choose Web widget, add the exact HTTPS allowed origin for your site, style the chat widget, press Save, copy the embed script, paste it into your website, and test the website chatbot from the live page.
Read the caseCase studies
One row per published agent. The last column tells you where the work happened: a terminal, ChatGPT, or the Prostir web UI. Use it to spot which case sits closest to what you already do this week.
| Case | Best for | Where the work happens | What gets published |
|---|---|---|---|
| How to add an AI agent widget to your website | Founders, agencies, creators, SaaS teams, consultants, and support teams who want a website AI agent or AI chatbot widget without building a backend, managing API keys on the site, or wiring a custom chat system. | AI agent widget · AI chatbot widget · Website chatbot · Chat widget | By the end, your site loads a Prostir AI agent through the widget embed script. Visitors open the chat widget, ask questions, and the same published agent answers from its instructions, knowledge, tools, model, and channel settings. |
| How to create AI agent for Telegram | Anyone who wants to create an AI agent in Telegram without writing bot code, hosting a backend, or configuring Telegram webhooks by hand. | Telegram bot · Telegram AI bot · BotFather token · No-code setup | By the end, you have a published Prostir AI agent available at https://t.me/your_agent_bot. Telegram sends messages to Prostir through the registered HTTPS webhook, and the agent answers from its instructions, knowledge, tools, and model. |
| A technical documentation skill: make any AI write docs to your standard, then sell it | Technical writers, developer advocates, docs leads, and engineers who write documentation — anyone whose standard is the value, and who's tired of re-explaining it on every doc or wants to sell it. | Built in Claude Code · One SKILL.md + references · Passport at tech-docs.skill.prostir.build · Free or sold on your Pay | A published Prostir skill at https://tech-docs.skill.prostir.build — one Agent Skills-compatible SKILL.md plus your references and evals, versioned and immutable. Set it open and free, key-gated, or priced one-time or by subscription on your own Pay. Buyers (or their AI) download the skill archive and drop it into .agents/skills/. Encode once, distribute or sell many times. No code. |
| An AI assistant for an insurance agency on WhatsApp and Telegram, wired to the CRM and the policy documents | Independent insurance agents, agencies, and brokers who are the bottleneck. Renewals slip, leads go cold before the callback, and there's no one to answer at 2 AM — but hiring isn't an option. | Built in Claude Code · On WhatsApp + Telegram · CRM + policy docs as knowledge · Renewal reminders as a flow | A published Prostir agent live on WhatsApp and Telegram, answering from the agency's own CRM and policy documents. It recommends cover, a scheduled flow sends renewal and payment reminders, and it guides a client through a claim step by step — escalating to a licensed agent when it matters. Every conversation is logged in one place. No code. |
| An AI sales agent for your website that recommends products and logs every lead in your CRM | Ecommerce and DTC store owners, SaaS, and small businesses whose site gets traffic but not enough sales. Shoppers land, don't find the right product, and leave without buying or asking. | Built in Claude Code · Your CRM connected over MCP · One <script> tag on your site · Leads land in your CRM | A published Prostir agent embedded on your site as a web-widget with one <script> tag. It searches your catalog, recommends the right product, answers in real time, and pushes every lead into your CRM. You read every conversation in the Channels tab and jump in as a human anytime. Hosted on Prostir credits or your own model. No code, live the same day. |
| Plain text in, a teleprompter script that knows where to breathe | Speakers, YouTubers, podcasters, course creators, video teams, and anyone who reads from a teleprompter. The words are fine — the delivery falls apart on camera. | Built in Claude Code · The TPS skill as knowledge · Live at tps.ai.prostir.build · Free or with a price | A published Prostir agent at https://tps.ai.prostir.build with an MCP endpoint at /mcp. Send it raw text, get back a valid TPS teleprompter script — pacing in WPM, pauses, breath points, emotion and a vocal archetype. Any teleprompter app or another AI agent can call it. Free, or with a Pay price. |
| The doc chat that ends the policy-lookup pings | Ops leads, people teams, founders running onboarding alone, IT and security leads who need a chat over internal docs without exposing them outside the company. | Built in Prostir Studio · Knowledge graph · Search tool · Access locked to your domain | A published Prostir agent at your company link. Anyone with a work email opens it in their ChatGPT, asks plain questions, and gets answers with the exact document name and section quoted. New hires stop pinging Slack for the same policy lookups. |
| An image generator that can't leave the brand | Brand and design leads, marketing teams shipping visuals daily, illustrators and creative directors who want a guarded path between any-image and your-specific-look. | Built in Prostir Studio · Gemini Nano Banana · JavaScript tools · Brand-locked images | A published Prostir agent at your own link. A designer types one prompt for a hero image. The agent applies your palette, aspect ratio, and mood, calls Gemini, and returns an on-brand image. Wrong direction? Ask for a colder retake. Another pass runs with the same rails in place. |
| A coach's playbook, running as a $29/mo AI agent | Consultants, coaches, agency owners, course creators, and freelancers who walk every new client through the same framework on every call. | Built in ChatGPT · Your playbook as knowledge · Pay subscription · Async delivery | A published Prostir agent at her own link with monthly Pay billing wired in. Buyers move through her method inside their own ChatGPT. The subscription check runs on every call. She books 1:1s only for the part the agent cannot do. |
| Reddit, LinkedIn, X. Three voices in one agent. | Founders and creators who post on more than one platform, agencies running channel-specific content for clients, and growth teams who want one consistent voice without three separate prompts. | Built in Claude Code · A voice for each channel · Knowledge per platform · One MCP agent | One published agent at your own link. You type the platform and the angle. The agent picks the matching voice set, drafts the text, and flags posts that break that platform's format. |
| An AI that writes in your voice, not the chatbot's | Solo founders, consultants, creators, copywriting agencies, and content teams whose voice is the product. They keep rewriting drafts to match it. | Built in Claude Code · Your voice files as knowledge · One published link · Free or with a price | A published Prostir agent at your own link. Anyone you share it with adds it to ChatGPT, Claude, or Claude Code and writes in your voice from the first draft. Your topics, your hooks, and your banned phrases are wired into the agent. |
| Knowledge graph AI agent for product docs and support | Product, support, success, and developer-relations teams with scattered docs, release notes, pricing rules, integrations, and customer-facing support questions that need more than raw chunk search. | Knowledge graph AI agent · GraphRAG · Markdown-LD · knowledge_search | A published agent that answers GraphRAG-style questions across selected sources, uses controlled tools for live checks, names uncertainty when sources are missing, and keeps customer access tied to the same endpoint. |
| Knowledge base AI agent with tools and paid access | Founders, support leads, consultants, agencies, and product teams who need an AI support agent or paid expert agent that answers from selected source material and can call controlled tools. | Knowledge base AI agent · AI support agent · AI agent with tools · Betalt ekspert AI agent | Visitors, customers, or paid users get one hosted agent for answers, checks, and next steps. The owner controls which knowledge is indexed, which tools are available, who can access it, and when payment or revocation applies. |
| How to sell a reusable AI skill | Consultants, operators, educators, agencies, and technical writers who already have a repeatable prompt, checklist, SOP, or workflow and want to sell it as a reusable AI skill instead of giving away loose instructions. | Sell AI skills · Reusable AI skill · AI skills marketplace · Sell Claude skills | A paid skill has a clear job, required inputs, test examples, usage instructions, a published Prostir listing, and access rules. Buyers know what the skill does, what it needs, and how to run it from MCP-ready clients where supported. |
| Remote MCP server for ChatGPT, Claude, and Cursor | Teams that understand MCP enough to want the outcome, but do not want every customer, teammate, or AI client to run a local server and copy secrets by hand. | Remote MCP server · Hosted MCP endpoint · ChatGPT connector · Claude MCP server | The local-server problem turns into a hosted MCP endpoint: one public HTTPS URL, one published agent surface, controlled tools, source-backed answers, access checks, and revocation. |
| AI agent builder for ChatGPT and Claude | Creators, consultants, agencies, and SaaS teams who want one AI agent builder workflow for ChatGPT, Claude, Cursor, and similar MCP-ready clients without building a custom backend. | AI agent builder for ChatGPT · AI agent builder for Claude · No-code AI agent builder · Remote MCP endpoint | You publish one Prostir agent, get a stable HTTPS endpoint, and connect the same agent to ChatGPT, Claude, Cursor, or another MCP-capable client when that client's account, connector, transport, and auth rules allow it. |
Case studies FAQ
Use these answers to choose the article closest to the agent, skill, or flow you want to publish.
Build yours
Each of these was built by a different person, for a different job. Yours probably looks like none of them. That's the point. Get early access, drop in what only you have, ship the agent only you could ship.