Capabilities / Connectors & tools

Personal AI agents with app connectors and tools

As of 9 Oct 2026, 19 of the 30 profiled personal AI agents have documented or observed records for connectors, MCP servers, APIs and third-party tools. 0 of them have independent observations; the rest rest on vendor documentation or partial evidence. 10 profiled products have no record yet, which means unknown, not unsupported.

Availability is not task success: a documented capability says nothing about how reliably the agent completes the task. For measured performance see the leaderboards.

Documented by the vendor (9)

Meta Muse

Meta · Persistent personal agent

Connectors and write Limited or conditional
The built-in API connector can be read and written, and some events can be actively pushed; it may be automatically connected to Facebook/Instagram/Threads in Accounts Center.source ↗
Business apps Documented
Asana, Box, Canva, Dropbox, Figma, Notion, Shopify, Slack, Stripe, Zoom and Meta business accounts have been announced; the catalog is dynamically updated within the app.source ↗
Custom api cli Limited or conditional
Custom connectors can be written for services with API/CLI; self-built connectors are not subject to Meta review.source ↗
Native mcp or product api Unknown
This round has not verified the universal MCP access/API task interface of Muse consumer products; Muse Code MCP documents are not used to prove Muse personal agent support.

Manus 2.0 / Manus Studio

Manus · General-purpose work agent

Connector write Limited or conditional
All prefabricated MCP plans are provided, which can create/update notifications, calendars, CRM, etc. according to connector capabilities; operate across tools after OAuth authorization. Custom MCP can connect to HTTPS…source ↗
Product API Documented
The REST Manus API can programmatically trigger complete agent tasks, manage files, and obtain reports and other results; it does not just provide underlying model completion.source ↗

Instinct

Instinct (Spear Street Technology) · Universal Personal Execution Agent

Google workspace Documented
Policy columns include Gmail, Calendar, Drive, Docs, Sheets, Slides, Tasks and related content, which can be used for agency processing.source ↗

Town

Town.com · Work-based personal agents and team automation

Integration and extension Documented
Google Workspace, Microsoft365, Slack, Notion, Linear, GitHub/GitLab, Airtable and CRM/finance/conferencing tools; support custom MCP.source ↗

Pally

Pally Technologies · Multi-channel universal personal execution agent

List services Documented
Gmail/Outlook/iCloud, Calendar, WhatsApp, Slack, Drive/Docs/Sheets, Notion, Linear, GitHub, Jira, Todoist, Granola, X, plus read-only bank accounts and custom integrations.source ↗

Ollie

Confabulation Corporation · Home personal assistant

Actual official listing Documented
Google Calendar, Gmail, and Outlook use OAuth2; the official website also displays Apple Calendar.source ↗

szn

Nomadic Futures · Universal Life Execution Agent

Google permissions Documented
The privacy page is read-only for Gmail and readable/created/modified for Calendar, authorized by OAuth2.source ↗

Tomo

Mapo Labs · Personal goals/life companionship and execution assistant

Google and health Documented
The policy is listed in Gmail/Drive/Calendar; after users agree, they can connect to Apple HealthKit to specify categories for goal tracking and personalized reminders.source ↗

Caddy

Caddy Technologies Inc. · Message-Based Universal Personal/Home Execution Agent

Services and scope Documented
Gmail, Google Calendar, Slack, Linear, Todoist; and Drive/Sheets reimbursement workflow. Plaid only queries transactions but does not transfer money.source ↗

Partly disclosed or tested (1)

Asaply

Asaply Inc. · Local consumption/errand transaction type personal agent

Payments and merchants Partly disclosed / partly tested
The official clarification is that for Apple Pay, the card number remains with Apple; there is a merchant portal. Full mail/calendar/work connector not disclosed.source ↗

Limited or conditional (9)

OpenAI dots

OpenAI · Persistent personal agent

Plugins and writes Limited or conditional
Officially, it can connect to 4000+ applications; plug-in permissions are shared with ChatGPT/Work/Codex, and reading and writing are still authorized by account and plug-in.source ↗
Mcp skills Limited or conditional
Supports available plug-ins; plug-ins can include MCP services and skills; local skills are connected to the computer and operating environment.source ↗
Product api Unknown
The product API that can directly create/control the primary dot has not been approved; the OpenAI model/Agents API shall not be used to replace this evidence.

Grok Bot

xAI (via Cursor) · Individual/Team Agent

Plugins mcp write Limited or conditional
The Marketplace plug-in can operate and support services, and all Bots in the account are available; the Team Bot document clearly identifies Remote HTTPS and Command-type custom MCP, and distinguishes between OAuth…source ↗
Direct product api Unknown
There is no public product API for direct programmatic control of persistent Bots in this round; the model API and Grok Build MCP cannot be replaced.

Claude (including Cowork execution)

Anthropic · General-purpose work agent

Reading, Writing and Expansion Limited or conditional
The Google connector can send emails, manage calendars, and share/move/delete Drive files; the Docs/Sheets/Slides connector beta can be created and edited on October 6. The desktop supports local MCP extensions, and…source ↗
Complete product API to be verified Unknown
There is no public API that can be used programmatically to call the entire personal Claude execution experience.source ↗

Lindy(Personal Lindy + Teammate)

Lindy · Individual/Team Agent

Connectors and MCP/API Limited or conditional
Supports prefabricated integration, customized MCP, browser ins and outs, and written API integration; it can be privately owned by individuals or shared with administrators in the workspace. Connecting once will open…source ↗
Complete product API to be verified Unknown
Supporting external integration of MCP/API does not mean that the complete Lindy agent calling API has been confirmed to be open to the outside world.source ↗

Gemini Spark

Google · Persistent personal agent

Write and MCP Limited or conditional
Workspace covers documents/sheets/slides/calendars; the July update supports shared file editing. Customized MCP can operate third-party services, but the current page is limited to US 18+, English, personal account,…source ↗

Perplexity Computer (Cloud)

Perplexity · Cloud execution agent

Connector write Limited or conditional
It can be executed across Gmail/Outlook/GitHub/Linear/Slack/Notion and other tools; the help center has specific creation/update tasks, document and message operations, and permissions need to be confirmed on a…source ↗
MCP range Unknown
The release log in March stated that Pro/Max/Enterprise had launched remote MCP; the old MCP help page still said coming soon. The Portable page also says that Cloud Computer does not use the MCP server in Settings, so…source ↗
Custom API Limited or conditional
Computer can save third-party API credentials through secure input forms and inject requests through the proxy layer; supports session/personal vault/shared project scope and revocation.source ↗

Perplexity Personal Computer (local access)

Perplexity · Cloud + local execution agent

API/MCP/write Limited or conditional
Inherits Computer third-party connector/API, and can also write files locally. The Portable local stdio MCP runs with user rights outside its sandbox; these tool rights cannot be treated as cloud computer support.source ↗

Microsoft Copilot Cowork for personal accounts(Preview)

Microsoft · Personal Execution Agent (Preview)

Write to /API/MCP Limited or conditional
Clear support for OneDrive and Microsoft personal email/calendar and document output; enterprise Teams, SharePoint, and organizational search are only available in the work/school column. Personally customized MCP,…source ↗

Cue by Manus

Manus · Independent identity, multi-agent collaborative personal execution agent

Official listing Limited or conditional
Gmail, Slack, Notion, Trip, Oura, MyFitnessPal and supported email/calendar/messaging/travel/health services.source ↗

Not disclosed (1)

Shuffle

DNFT · Creation/entertainment companion assistant, including website execution

Native app connector checklist Not disclosed
The listed sources were reviewed, but sufficient public documentation was not found.source ↗

No record yet

OpenClaw, Hermes Agent, AutoGLM (hosted application), Doubao Phone Assistant (consumer version), Qwen App (task execution / work assistant), Coze 3.0 / Coze Agent (formerly Coze Space), HONOR YOYO Agent, MiniMax Agent/MiniMax Code Work Mode, QwenWork, WorkBuddy (Tencent)

Other capabilities

Personal AI agents that work in the background Personal AI agents with cloud or local computers Personal AI agents that make calls and send messages Personal AI agents with long-term memory Personal AI agents in chat apps, voice and other channels Personal AI agents for research and deliverables Personal AI agents that book and buy Personal AI agents for teams and parallel work Personal AI agent reliability and recovery Personal AI agent permissions, privacy and security