# OperatorNest
> OperatorNest is an independent AI operator that works 24/7. Hand off tasks from chat, email or the web and it works on any AI model, with your keys, approvals and receipts.

OperatorNest is an always-on AI operator for work. Hand off tasks from chat, email or the web; it works around the clock on the model that fits, checks before consequential actions, and leaves a receipt for what it does.

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## Product
- [OperatorNest](https://operatornest.com/): OperatorNest is an independent AI operator that works 24/7. Hand off tasks from chat, email or the web and it works on any AI model, with your keys, approvals and receipts.
- [How OperatorNest works](https://operatornest.com/how-it-works): From request to result, approval and receipt.
- [Security and control](https://operatornest.com/security): Isolation, approvals, receipts and your data.

## Features
- [All features](https://operatornest.com/features): Explore what your AI operator can do.
- [An AI agent that works around the clock](https://operatornest.com/features/always-on-agent): Reachable any time, working on schedules and background tasks in between, with results waiting when you check in.
- [Recurring tasks that run on their own schedule](https://operatornest.com/features/recurring-tasks): Set a standing order once, on a schedule you choose, and it runs on its own from then on.
- [Work that keeps going after you close the chat](https://operatornest.com/features/background-tasks): Close the chat and it keeps going. Long tasks continue in the background and report back when they're done.
- [Any AI model, picked for the task](https://operatornest.com/features/model-choice): Choose GPT, Claude, Gemini, Grok, Llama, DeepSeek, Mistral or Qwen per task, or let Auto pick. Switching keeps your memory.
- [Use the AI subscriptions you already pay for](https://operatornest.com/features/bring-your-own-key): Connect a key or subscription you already pay for. It's stored encrypted, usage is visible per task, and it's never shared.
- [Memory you can read, edit and delete](https://operatornest.com/features/memory): See everything your operator remembers, correct it, export it or delete it, any time.
- [Approvals before anything that matters](https://operatornest.com/features/approvals): It asks before it sends, pays, books, deletes or posts. You approve, edit or hold from any channel.
- [A receipt for everything your operator does](https://operatornest.com/features/receipts): Every task keeps a receipt: what was asked, what ran, which model did it, what it cost, and every approval.
- [A browser of its own, for real web tasks](https://operatornest.com/features/web-tasks): Its own browser to research, compare and fill in forms across the web, checking with you before it submits or pays.
- [More than one operator, working in parallel](https://operatornest.com/features/multiple-operators): Run several operators, each with its own role, memory and permissions, such as one for research and one for your inbox, working in parallel.

## Use cases
- [All use cases](https://operatornest.com/use-cases): Ways to delegate recurring and one-off work.
- [An AI inbox assistant that works while you sleep](https://operatornest.com/use-cases/inbox-assistant): It triages your inbox overnight, drafts replies in your tone, and leaves a short list of decisions for the morning.
- [An AI operator for founders juggling five jobs at once](https://operatornest.com/use-cases/founders): One operator for a founder's recurring work, from inbox and follow-ups to investor research and scheduling.
- [An AI travel planner that builds the itinerary and waits for you to book](https://operatornest.com/use-cases/travel-planning): It compares flights and hotels against your preferences and holds a ready-to-book itinerary, with booking and payment waiting for your approval.
- [A personal AI assistant for the tasks you keep putting off](https://operatornest.com/use-cases/personal-admin): It tracks deadlines and errands you keep putting off, preparing what it can and reminding you at the point a decision is yours.
- [An AI executive assistant for your calendar, inbox and travel](https://operatornest.com/use-cases/executive-assistant): Calendar, inbox screening, meeting prep and travel logistics, with sends and bookings held for your approval.
- [An AI research assistant that turns a question into a sourced brief](https://operatornest.com/use-cases/research-assistant): It researches a question or a standing topic and delivers a sourced brief, once or on a recurring schedule.
- [An AI operator for small business owners doing every job themselves](https://operatornest.com/use-cases/small-business): Invoice reminders, customer email, vendor and customer follow-ups and competitor checks, with every send and payment approved by you.
- [An AI scheduling assistant that finds the time so you don't have to](https://operatornest.com/use-cases/scheduling-assistant): It checks your availability, proposes times, handles the back-and-forth, and confirms the meeting once you approve.
- [An AI weekly planner that turns your week into a plan you'll actually follow](https://operatornest.com/use-cases/weekly-planning): It reviews your calendar and open tasks each week and turns them into a realistic day-by-day plan.
- [An AI meeting prep assistant with the brief ready before you sit down](https://operatornest.com/use-cases/meeting-prep): It builds a one-page brief on who you're meeting, your history with them, and open items, before every external call.
- [An AI follow-up assistant that keeps threads from going cold](https://operatornest.com/use-cases/follow-ups): It tracks the threads you're waiting on and drafts the next nudge once one goes quiet, so nothing important gets forgotten.
- [An AI competitor monitoring assistant that watches the market for you](https://operatornest.com/use-cases/competitor-monitoring): It checks competitor pricing and product pages on a schedule and sends a brief only when something changes.
- [An AI invoice follow-up assistant that chases payment for you](https://operatornest.com/use-cases/invoice-follow-up): It checks overdue invoices, drafts a reminder that fits how late they are, and waits for your OK before anything sends.
- [An AI investor research assistant that builds the profile before the call](https://operatornest.com/use-cases/investor-research): It researches an investor before a meeting and hands you a brief covering their fund, thesis, recent deals and how they typically approach a pitch.

## Models
- [Supported AI models](https://operatornest.com/models): Use the model that fits each task.
- [Run your AI operator on GPT](https://operatornest.com/models/gpt): Assign tasks to GPT for everyday drafting, research, coding and clear instruction-following, and mix it with any other model on the same operator.
- [Run your AI operator on Claude](https://operatornest.com/models/claude): Assign tasks to Claude for careful writing, nuanced reasoning and long documents, and mix it with any other model on the same operator.
- [Run your AI operator on Gemini](https://operatornest.com/models/gemini): Assign tasks to Gemini for research, images, PDFs and long documents, and mix it with any other model on the same operator.
- [Run your AI operator on Grok](https://operatornest.com/models/grok): Assign tasks to Grok for current-events research and quick, conversational drafting, and mix it with any other model on the same operator.
- [Run your AI operator on Llama](https://operatornest.com/models/llama): Assign tasks to Llama for straightforward, high-volume work, and mix it with any other model on the same operator.
- [Run your AI operator on DeepSeek](https://operatornest.com/models/deepseek): Assign tasks to DeepSeek for step-by-step reasoning, math and coding, and mix it with any other model on the same operator.
- [Run your AI operator on Mistral](https://operatornest.com/models/mistral): Assign tasks to Mistral for fast, lightweight and multilingual work, and mix it with any other model on the same operator.
- [Run your AI operator on Qwen](https://operatornest.com/models/qwen): Assign tasks to Qwen for multilingual work, coding and everyday drafting, and mix it with any other model on the same operator.

## Channels
- [Channels](https://operatornest.com/channels): Reach your operator from chat, email or the web.
- [Your AI operator on WhatsApp](https://operatornest.com/channels/whatsapp): Message your operator on WhatsApp like a contact. It researches, drafts and organizes, and asks before it sends, pays or books.
- [Your AI operator on Telegram](https://operatornest.com/channels/telegram): Message your operator on Telegram like a contact. It researches, drafts and organizes, and asks before it sends, pays or books.
- [Your AI operator in Slack](https://operatornest.com/channels/slack): Message your operator in Slack, in a DM or an @mention. It researches, drafts and organizes, and asks before it sends, pays or posts publicly.
- [Your AI operator on iMessage](https://operatornest.com/channels/imessage): Text your operator in Apple Messages on iPhone or Mac. It researches, drafts and organizes, and asks before it sends, pays or books.
- [Your AI operator by email](https://operatornest.com/channels/email): Email your operator like a colleague, or CC it on a thread. It researches, drafts and organizes, and asks before it sends, pays or books.
- [Your AI operator on the web](https://operatornest.com/channels/web): Run your operator from the web app. Type a task, review its work, and check memory, approvals and receipts in one place.

## Comparisons
- [Alternatives](https://operatornest.com/alternatives): Compare OperatorNest with other AI operators.
- [Comparisons](https://operatornest.com/compare): See how OperatorNest differs across key criteria.
- [A ChatGPT agent alternative with provider choice](https://operatornest.com/alternatives/chatgpt-agent): What replaced the original ChatGPT agent mode, and how Work compares on model choice, ongoing tasks and memory.
- [A Gemini Spark alternative for work across models](https://operatornest.com/alternatives/gemini-spark): A sourced comparison for people weighing Google's 24/7 personal agent against an operator that works across models and channels.
- [A Genspark Claw alternative for work across your AI subscriptions](https://operatornest.com/alternatives/genspark): A comparison of Genspark Claw and OperatorNest on existing subscriptions, recurring work and memory portability.
- [A Grok Bot alternative with a model picker](https://operatornest.com/alternatives/grok-bot): What changes when you move from Grok Bot to an operator that runs on the model you choose and reaches you anywhere.
- [A Lindy alternative with portable memory and BYO access](https://operatornest.com/alternatives/lindy): Compare two plain-language assistants on model access, channels, approval controls and memory portability.
- [A Manus alternative for standing, everyday work](https://operatornest.com/alternatives/manus): Manus has grown real scheduling since its one-off-deliverable days; here's the honest comparison for standing work.
- [A Meta Muse alternative that isn't locked to one model](https://operatornest.com/alternatives/meta-muse): What actually changes when you move from Meta Muse to an operator that isn't tied to one model or one app.
- [A Perplexity Computer alternative for ongoing personal work](https://operatornest.com/alternatives/perplexity-computer): A sourced comparison for people choosing between Perplexity's multi-model project system and an operator for ongoing work.
- [A Poke alternative with its own workspace](https://operatornest.com/alternatives/poke): Poke is a messaging-first assistant; here's how an operator with its own workspace and model choice compares.
- [A Squad alternative for one operator across your work](https://operatornest.com/alternatives/squad): Squad is a strong, model-flexible multi-agent platform; here's how one operator compares to a team of teammates.
- [An Instinct alternative built on model choice and receipts](https://operatornest.com/alternatives/instinct): What Instinct doesn't publish about its model and approvals, where it still wins, and how to move a task off it.
- [An OpenAI dots alternative for your existing AI subscriptions](https://operatornest.com/alternatives/openai-dots): Where ChatGPT dots fits recurring work, and when existing subscriptions and portable memory make OperatorNest worth comparing.
- [OperatorNest vs ChatGPT agent: provider choice and recurring work](https://operatornest.com/compare/operatornest-vs-chatgpt-agent): A direct, sourced comparison of OperatorNest against ChatGPT agent and its successor, ChatGPT Work, on model choice, continuity and approvals.
- [OperatorNest vs Gemini Spark: Google-native work or model choice](https://operatornest.com/compare/operatornest-vs-gemini-spark): A dated comparison of Google's Gemini Spark and OperatorNest on model choice, channels, recurring tasks, approvals and memory.
- [OperatorNest vs Grok Bot: model selection and shared access](https://operatornest.com/compare/operatornest-vs-grok-bot): A direct, sourced comparison of OperatorNest and Grok Bot on model choice, isolation, approvals and channels.
- [OperatorNest vs Instinct: model choice and approvals](https://operatornest.com/compare/operatornest-vs-instinct): A head-to-head on model transparency, approvals and channel habits, with one worked example and a verdict.
- [OperatorNest vs Meta Muse: model choice and memory portability](https://operatornest.com/compare/operatornest-vs-meta-muse): A direct, sourced comparison of OperatorNest and Meta Muse on model choice, channels, approvals and memory.
- [OperatorNest vs Squad: one operator or a team](https://operatornest.com/compare/operatornest-vs-squad): A head-to-head on structure, channel reach and memory control, with one worked example and a fair verdict.

## Glossary
- [Glossary](https://operatornest.com/glossary): Clear definitions for AI operator terms.
- [What is a model-agnostic AI agent?](https://operatornest.com/glossary/model-agnostic-ai-agent): A model-agnostic AI agent isn't locked to one AI provider. It can use GPT, Claude, Gemini and others, switching models by task without losing memory.
- [What is a personal AI agent?](https://operatornest.com/glossary/personal-ai-agent): A personal AI agent handles an individual's own tasks and accounts, using their context and preferences, rather than serving a whole team or company.
- [What is AI agent memory?](https://operatornest.com/glossary/agent-memory): AI agent memory is what an agent retains between tasks, like your preferences and past decisions, so you repeat less context each time.
- [What is an agent approval gate?](https://operatornest.com/glossary/agent-approval-gate): An agent approval gate is the point where an AI agent stops and asks you to decide before it sends, pays, books, deletes or publishes on your behalf.
- [What is an AI agent receipt?](https://operatornest.com/glossary/agent-receipt): An AI agent receipt records what a task did: the request, actions taken, approvals made and the result, so you can check the work after the fact.
- [What is an AI operator?](https://operatornest.com/glossary/ai-operator): An AI operator is an AI agent that carries tasks over hours or days across your tools and pauses for approval before anything consequential.
- [What is an always-on AI agent?](https://operatornest.com/glossary/always-on-ai-agent): An always-on AI agent keeps working between your messages, picking up schedules and triggers, so work progresses while you're away.
- [What is an independent AI agent?](https://operatornest.com/glossary/independent-ai-agent): An independent AI agent runs on models and keys you choose, with memory and approvals you control. What it covers beyond model choice, and what to check.
- [What is bring your own key (BYOK) for an AI agent?](https://operatornest.com/glossary/bring-your-own-key): Bring your own key (BYOK) lets you connect your own AI provider account or API key to an agent, so you pay the provider directly, not a bundled markup.

## Blog
- [Blog](https://operatornest.com/blog): Product notes and practical guides.
- [AI agent scheduled tasks compared, vendor by vendor](https://operatornest.com/blog/scheduled-ai-tasks-compared): How ChatGPT, Claude, Gemini and Grok Bot handle scheduled and recurring AI tasks, checked against each vendor's own documentation on 27 September 2026.
- [Best personal AI agents (October 2026)](https://operatornest.com/blog/best-personal-ai-agents): Compare personal AI agents by background work, channels, model choice, approvals, memory export and published price. Checked 2 October 2026.
- [Build a press list with an AI agent, overnight](https://operatornest.com/blog/build-a-press-list-with-an-ai-agent): Build a press list with an AI agent overnight: verification rules, tone memory, your own model key, and every pitch held for approval before it sends.
- [ChatGPT Plus vs Claude Pro vs Google AI Pro](https://operatornest.com/blog/chatgpt-plus-vs-claude-pro-vs-google-ai-pro): Compare three $20 AI plans by model access, usage limits, research, agents, media tools, storage and extras before you renew.
- [Choosing the right AI model for each task](https://operatornest.com/blog/choosing-the-right-ai-model-for-each-task): Different AI models suit different work. Here's a practical framework for matching a task to a model, with a worked example routing four real requests.
- [How much should a personal AI agent remember?](https://operatornest.com/blog/how-much-should-a-personal-ai-agent-remember): A practical framework for what a personal AI agent should remember, what it shouldn't, and how to keep its memory correctable rather than merely growing.
- [How to set up an AI morning brief worth reading](https://operatornest.com/blog/ai-morning-brief): A useful AI morning brief has a fixed structure and a 200-word limit. The template, setup steps for ChatGPT, Gemini and Claude, and honest limits of each.
- [How to switch from ChatGPT to Claude without losing your context](https://operatornest.com/blog/switch-from-chatgpt-to-claude): What a ChatGPT export contains, what Claude can import automatically, what you rebuild by hand, and a step-by-step checklist for the move.
- [Meta Muse vs Grok Bot: personal tasks or a Bot team?](https://operatornest.com/blog/meta-muse-vs-grok-bot): Meta Muse vs Grok Bot: compare personal tasks, business tools, memory, approvals and access, with primary sources checked on October 3, 2026.
- [Personal AI agent vs. AI employee](https://operatornest.com/blog/personal-ai-agent-vs-ai-employee): Personal AI agent and AI employee get used interchangeably, but they describe different units of work, ownership and buyer fit. Here's the actual distinction.
- [Poke vs Instinct: choose by the job and controls](https://operatornest.com/blog/poke-vs-instinct): Poke vs Instinct: compare eligibility, channels, recurring work, approvals, memory export, receipts and published prices. Checked October 3, 2026.
- [Self-hosted vs managed AI operators: how to choose](https://operatornest.com/blog/self-hosted-vs-managed-ai-operators): A neutral guide to choosing between a self-hosted AI agent and a managed AI operator, with a decision table and a hardening checklist if you self-host.
- [Set up overnight AI competitor monitoring](https://operatornest.com/blog/ai-competitor-monitoring-overnight): Set up AI competitor monitoring that runs overnight, checks the right pages on schedule, and brings a sourced brief with one action drafted for approval.
- [State of personal AI agents, October 2026](https://operatornest.com/blog/state-of-personal-ai-agents-2026-10): Of 17 third-party AI agent products, 2 document memory export and 3 payment controls. Four sourced findings and five checks for buyers.
- [What an AI agent receipt should show](https://operatornest.com/blog/what-an-ai-agent-receipt-should-show): Walk through one AI task record end to end, including an uncertain step, to see what a useful AI agent receipt needs to include.
- [What an AI operator can finish overnight](https://operatornest.com/blog/what-an-ai-operator-can-finish-overnight): Three worked examples of overnight AI operator tasks, with the trigger, the steps taken, where it paused, and what was ready by morning.
- [When should an AI agent ask for approval?](https://operatornest.com/blog/when-should-an-ai-agent-ask-for-approval): A practical decision matrix for which AI agent actions should require approval, from reading and drafting to sending, booking and paying.
- [Why recurring AI tasks fail](https://operatornest.com/blog/why-recurring-ai-tasks-fail): Recurring AI tasks tend to fail quietly, not loudly. Here's a framework for the common failure modes and how to catch them before they cost you.

## Workflows
- [Workflow library](https://operatornest.com/workflows): Recurring jobs with inputs, approvals and receipts.
- [Competitor change watch with a sourced morning brief](https://operatornest.com/workflows/competitor-change-watch): Set a competitor change watch that checks selected sources, separates material changes from noise, and sends a sourced morning brief.
- [Daily morning brief from your open work](https://operatornest.com/workflows/daily-morning-brief): Get a daily brief of completed work, urgent decisions, schedule changes, and source links at the time you choose, with gaps called out.
- [Inbox follow-up for unanswered threads](https://operatornest.com/workflows/inbox-follow-up): Find unanswered inbox threads, draft specific follow-ups from their history, and hold every outgoing message for your review.
- [Invoice follow-up with a reviewed reminder](https://operatornest.com/workflows/invoice-follow-up): Check overdue invoices against payment records, prepare a precise reminder, and require approval before contacting a client.
- [Meeting prep brief from calendar and conversation history](https://operatornest.com/workflows/meeting-prep-brief): Prepare a short meeting brief with attendee context, past promises, open questions, and source links before an external call.
- [Press and podcast list with verified relevance](https://operatornest.com/workflows/press-and-podcast-list): Research relevant writers and hosts, verify their recent work and public contact routes, and prepare outreach drafts for review.
- [Vendor research shortlist with evidence and gaps](https://operatornest.com/workflows/vendor-research-shortlist): Compare vendors against stated requirements, link each finding to its source, and return a shortlist with unresolved questions.
- [Weekly investor update from your operating notes](https://operatornest.com/workflows/weekly-investor-update): Turn a week of operating notes into a concise investor update with verified numbers, open questions, and a draft that waits for approval.

## Tool APIs
- [OperatorNest tools MCP server](https://operatornest.com/mcp): Five deterministic tools over Streamable HTTP; no authentication.
- [MCP connection guide](https://operatornest.com/tools/mcp): Tool schemas and client installation steps.
- [Tool API documentation](https://operatornest.com/tools/api): Stateless calculations, input bounds, examples and errors.
- [OpenAPI contract](https://operatornest.com/openapi.json): Schemas for three deterministic tools and the model catalog.
- [API catalog](https://operatornest.com/.well-known/api-catalog): Public API discovery links.

## Tools
- [All tools](https://operatornest.com/tools): Practical tools for AI plans and agent work.
- [AI agent approval policy](https://operatornest.com/tools/ai-agent-approval-policy): Create a reviewable starting policy for agent actions and approvals.
- [AI agent permissions checklist](https://operatornest.com/tools/ai-agent-permissions-checklist): Review the smallest useful connection grants before giving an agent access.
- [AI agent receipt template](https://operatornest.com/tools/ai-agent-receipt-template): Draft a reviewable record for one AI agent task.
- [AI API cost calculator](https://operatornest.com/tools/ai-api-cost-calculator): Estimate API token spend for several models using published input and output rates.
- [AI follow-up email writer](https://operatornest.com/tools/ai-follow-up-email-writer): Create concise follow-up email drafts from context you provide, with missing details left as placeholders.
- [AI model picker](https://operatornest.com/tools/ai-model-picker): Choose a model class for a task, then verify current provider facts.
- [AI robots.txt generator](https://operatornest.com/tools/ai-robots-txt-generator): Create and inspect robots.txt rules for documented AI crawlers.
- [AI search readiness checker](https://operatornest.com/tools/ai-search-readiness-checker): Inspect a public page, its crawler rules and site files, then review a short list of fixes.
- [AI subscription cost calculator](https://operatornest.com/tools/ai-subscription-cost-calculator): Compare the cost and listed capabilities of AI subscriptions.
- [AI task brief generator](https://operatornest.com/tools/ai-task-brief-generator): Structure a rough request into a brief a person or AI operator can review.
- [Context window calculator](https://operatornest.com/tools/context-window-calculator): Estimate model context use before sending a document and planned output.
- [Cron expression generator](https://operatornest.com/tools/cron-expression-generator): Write a cron schedule and inspect its next runs in a selected time zone.
- [Weekly delegation audit](https://operatornest.com/tools/delegation-audit): Describe your week to get three to six recurring preparation jobs: record checks, follow-up drafts and briefs. Each includes a schedule, inputs, approvals and estimated minutes saved after review. One job stays with you.
- [Email tone checker](https://operatornest.com/tools/email-tone-checker): Review an email draft for tone and clarity, then rewrite it in the tone you choose.
- [Group availability poll](https://operatornest.com/tools/group-availability-poll): Collect availability from a group and find the slots with the most people free.
- [Inbox triage rules generator](https://operatornest.com/tools/inbox-triage-rules-generator): Turn known sender addresses into a review order, Gmail filters, Outlook steps, and an operator brief.
- [JSON Schema generator](https://operatornest.com/tools/json-schema-generator): Infer and edit a JSON Schema from an example object.
- [llms.txt generator](https://operatornest.com/tools/llms-txt-generator): Generate an llms.txt draft using the llmstxt.org proposal format.
- [MCP config generator](https://operatornest.com/tools/mcp-config-generator): Create or convert a local MCP server configuration for a documented client.
- [Meeting agenda generator](https://operatornest.com/tools/meeting-agenda-generator): Turn a meeting goal and notes into a timed agenda with outcomes and follow-up prompts.
- [Meeting time zone planner](https://operatornest.com/tools/meeting-time-zone-planner): Find overlapping weekday meeting hours across time zones for a chosen date.
- [Recurring task planner](https://operatornest.com/tools/recurring-task-planner): Plan recurring work, estimate its monthly time, and export calendar events.
- [AI token counter](https://operatornest.com/tools/token-counter): Count tokens in pasted text and estimate the input cost for a selected model.

## Company
- [About OperatorNest](https://operatornest.com/about): The team and idea behind OperatorNest.
- [Press](https://operatornest.com/press): Company information and press resources.
- [Contact](https://operatornest.com/contact): Get in touch with the OperatorNest team.