Refactor code in an unusual language over MCP
One user ran opencode with GLM 5, connected it to their MOO over MCP, and had it rewrite verbs.
- Developers
- opencode
Agents
Agent use cases
Real jobs people have handed to an AI agent, from booking appointments to building a small game.
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Matching agent use cases
Showing 241–264 of 301 agent use cases
Coordinate several coding agents in parallel
A developer ran Claude Code, Codex CLI, and Gemini CLI side by side in separate terminals on one project, and built a way to see what each was deciding.
- Developers
- Claude Code
Practice a capture-the-flag event with an agent
For a cross-company CTF, one user built a tool to learn how far Claude Code, MCP servers, and Kali Linux could go.
- Developers
- Students
- Claude Code
Answer codebase questions from Discord
A developer built a self-hosted Discord bot that uses Claude Code to answer stakeholders' questions about the codebase.
- Developers
- Small businesses
- Claude Code
Run markdown files like scripts
One developer built a tool that runs markdown files through Claude Code using a shebang, with stdin and stdout support.
- Developers
- Claude Code
Keep key accounts warm with call prep and follow-ups
xAI offers a ready-made "Account Manager" bot. It preps each call from transcripts, notes, CRM, and Slack, drafts follow-ups, and keeps next steps current, so key accounts stay warm without rebuilding context every time.
- Official template
- Small businesses
- Grok Bot
Tier sales accounts with a research pack for each
xAI's "Account Research Specialist" bot pulls Salesforce data and live signals, scores each account on fit and warmth, and builds a shareable research pack, so you can tier accounts before reaching out.
- Official template
- Small businesses
- Grok Bot
Shortlist new apartments and book tours fast
xAI's "Apartment Scout" bot filters new listings as they come on the market, emails to book tour times, and applies for the places you choose.
- Official template
- Individuals
- Grok Bot
See which customers are trying a new feature
xAI's "Beta Adoption Watcher" bot monitors usage and shows which customers are actually trying a new feature, so your team can follow up.
- Official template
- Small businesses
- Grok Bot
Turn bug reports into repro packs with screenshots
xAI's "Bug Reproduction" bot picks up a bug thread, clicks through the same path in staging, captures the failure, and leaves a repro pack with steps, screenshots, and network notes.
- Official template
- Developers
- Grok Bot
Schedule across busy calendars and chase holds
xAI's "Calendar Coordinator" bot schedules across several calendars and chases the holds nobody else has time to chase.
- Official template
- Small businesses
- Grok Bot
Pull common questions and answers from recorded calls
xAI's "Call FAQ Miner" bot tracks the questions that come up on real calls, timestamps the answers, and links back to the recording.
- Official template
- Small businesses
- Grok Bot
Get a daily readout from Slack, email, and calendar
xAI's "Chief of Staff" bot scans Slack, email, calendar, and meeting notes and gives you a short readout of what's new and what fits your priorities, each with its source, why it matters, and what to do.
- Official template
- Small businesses
- Individuals
- Grok Bot
Kick off and monitor many cloud coding agent runs
xAI's "Cloud Agent Orchestrator" bot starts cloud coding agent runs, monitors them, chases the stuck ones, and summarizes the results.
- Official template
- Developers
- Grok Bot
Screen ambassador apps and triage community DMs
xAI's "Community Operations Manager" bot screens ambassador applications, sorts DMs across channels, and drafts nurture messages on a schedule.
- Official template
- Small businesses
- Grok Bot
Get a digest of leaders' posts worth engaging with
xAI's "Compelling Events Monitor" bot watches leaders' posts for awards, launches, and hiring news, then sends a short digest of posts worth engaging with, plus suggested comments or quote reposts in your voice.
- Official template
- Small businesses
- Grok Bot
Watch competitors overnight for launches and shifts
xAI's "Competitive Intelligence Analyst" bot watches overnight for competitor launches, checks your site for tired creative and stale messaging, and only brings up shifts that are gaining traction, with suggested changes.
- Official template
- Small businesses
- Grok Bot
See this week's contracts by stage, owner, and terms
xAI's "Contract Desk" bot sums up the week's contracts by stage and owner, pulls out key terms, and flags reviews that are blocked.
- Official template
- Small businesses
- Legal
- Grok Bot
Keep CRM records clean before and after meetings
xAI's "CRM Operations Manager" bot tidies CRM records and org charts before and after meetings, so they stay current without a manual pass.
- Official template
- Small businesses
- Grok Bot
Get a tight daily brief of only the news you care about
xAI's "Daily Briefing Writer" bot sends a tight daily brief with only the stories that matter to you.
- Official template
- Individuals
- Small businesses
- Grok Bot
Draft internal deal notes and submit after approval
xAI's "Deal Desk Coordinator" bot drafts internal deal notes from past emails, Salesforce, and calls, then submits them in Salesforce once you approve.
- Official template
- Small businesses
- Grok Bot
Update a sales deck from discovery notes right after a call
xAI's "Deck Updater" bot updates your sales deck from discovery notes during or right after a call, with next steps already included.
- Official template
- Small businesses
- Grok Bot
Find help docs that are out of date with the product
xAI's "Docs Auditor" bot compares your help center and internal notes against what shipped last week, flags stale pages, and drafts the rewrites.
- Official template
- Small businesses
- Developers
- Grok Bot
Find recordings, build one-pagers, and draft the reply
xAI's "Enablement Fulfillment Specialist" bot handles "send me the recordings" requests. It finds the Zoom files, builds one-pagers, uploads them to Drive, and drafts a reply with links.
- Official template
- Small businesses
- Grok Bot
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