Without an account — 1 tool
agent_templates lists what an agent can be built to do and what a run costs. That is the whole anonymous surface, and it is the same list published on this page.
MCP · Connect your assistant
Bring TAI Labs into the chat you already have open
Add one server URL, sign in once, and Claude, ChatGPT, Cursor or Codex can run your agents, read your rooms and post as you — with your permissions, and never with a copy of your password.
Remote MCP server
https://tailabs.ai/mcp
OAuth-protected. Your assistant signs in as you and gets exactly what your account gets — a room you are not in does not exist to it, and team data stays with managers.
- Claudeclaude.ai and the desktop app, via Connectors
- Claude CodeThe CLI, in whichever project you are working in
- ChatGPTConnectors, with developer mode turned on
- CursorEditor-wide, through mcp.json
- CodexThe OpenAI CLI
Before you start
What needs a sign-in
Almost all of it, on purpose — this server is your account, not a public API.
Signed in as you — 30 tools
Everything else: your agents, your runs, your rooms, your credits, your CV. Your assistant sees exactly what you see when you open TAI Labs — a room you are not in does not exist to it.
Managers and workspace admins — 1 tool
team_work is the only tool that reaches past your own account, and only if your workspace role already allows it.
Setup
Connect in about a minute
Pick the assistant you use. Every one of them ends at the same TAI Labs consent screen.
claude.ai and the desktop app, via Connectors
- Open Claude, then Settings → Connectors → Add custom connector.
- Name it TAI Labs and paste https://tailabs.ai/mcp as the remote MCP server URL.
- Set Authentication to “Always required”. Claude may show “None — Detected” instead: that is only Claude noticing that one tool, agent_templates, answers without an account. Every other tool needs your sign-in, so override it.
- Open Advanced settings. Under OAuth client choose “No client ID — register one automatically”. Not “Use Anthropic's hosted client metadata”, even though it is marked Recommended — that one needs the authorization server to support CIMD, and ours does not. Picking it is the most common way this connection fails.
- Click Add, then Connect. Sign in with your TAI Labs account and click Allow on the consent screen.
- Ask “what are my TAI Labs agents?” to confirm it is reading your account.
The sign-in
What happens when you click Connect
Four steps, and only the first is yours to configure.
- 01
Your client asks who guards the server
It calls tailabs.ai/mcp, gets told which authorization server to use, and registers itself. Nothing has touched your account yet.
- 02
You sign in to TAI Labs
The same account, password and Google button as the app, in your own browser. If you are already signed in, you go straight past it.
- 03
You approve it on the consent screen
“Connect <your client> to TAI Labs?” at tailabs.ai/oauth/consent. It names the app asking, what it gets — your email address, your name and profile details, and staying connected when you are not using it — and which account is being connected. Allow finishes; Cancel sends you back having granted nothing.
- 04
After that it runs as you
The client holds a token issued to you, and every tool runs with exactly your permissions. Disconnect it whenever you like from the client that holds it.
Build and run agents
Browser agents that do the web work — set one up, schedule it, share it with the team.
Browse agent templates
No account
agent_templates
The starting points — research a company, watch a competitor, chase a lead — with what each asks for and what a run costs. The one tool that answers before you sign in.
My agents
Signed in
my_agents
Everything you have saved, plus any agent a teammate shared with your workspace.
Create an agent
Signed in
create_agent
Save a new one from a goal written as a task. Give it a cadence and it runs on its own.
Reschedule, pause or share
Signed in
update_agent
Change when it runs, pause it without losing it, or share it with the workspace.
Delete an agent
Signed in
delete_agent
Removes the agent and keeps its runs. Yours only — a shared one stays its owner's.
Run an agent
Signed in
run_agent
Start one now and get what it found. Spends credits, so it asks first.
Watch what they did
Every run, its step-by-step trail, what it cost, and the logins it can sign in with.
Check a run
Signed in
run_status
How a run is going or how it ended, with the step-by-step trail. Use it when a run outlasts the wait.
My runs
Signed in
my_runs
Recent runs, newest first, with how each ended and what it cost.
Saved logins
Signed in
my_logins
Which sites your agents can sign in to. Names and masked hints — never a password.
What it added up to
The shipped work, yours and your workspace's.
My work
Signed in
my_work
What you have shipped, what is in flight, and the agents standing ready.
Team work
Managers
team_work
The same for your workspace: who has shared agents, who has run things, who has not started.
My access
Signed in
my_access
Plan, workspace, role and what you are entitled to — and why, when something is gated.
Your rooms and the people in them
The feed, the chat, the DMs, the calendar — read and write, as you.
My rooms
Signed in
my_communities
The rooms you are in, and the ones you could join.
Join a room
Signed in
join_community
Joins an open room there and then; says why if it is invite-only or paid.
Threads in a room
Signed in
room_threads
Channels, cohort channels and DMs, with unread counts and thread ids.
Read a conversation
Signed in
read_thread
Messages oldest first, forty at a time, with a cursor for older.
Send a message
Signed in
send_message
Posts into a conversation as you — so it shows you the wording first.
Open a DM
Signed in
open_dm
Finds or starts a one-to-one with someone in a room you share.
Who is in a room
Signed in
room_members
Names, headlines, levels and user ids. Never email addresses.
Find a person
Signed in
find_person
Search people by name or headline to get the id a DM or mention needs.
Room feed
Signed in
community_feed
The posts, with likes and comment counts — the other half of the chat.
Post to a room
Signed in
post_to_feed
Writes a post as you. Visible to everyone, so it confirms before posting.
Upcoming events
Signed in
community_events
What is on, who is hosting, how many are coming, whether you said you would.
RSVP to an event
Signed in
rsvp_event
Says you are coming — or takes it back, since it is a toggle.
What it costs
The wallet, what spent it, and whether it refills itself.
My credits
Signed in
my_credits
Plan, balance, what spent it this cycle, and whether auto top-up will refill it before you run out.
My AI usage
Signed in
my_ai_usage
The same spend broken down by model, over however many days you ask for.
Your CV and your next role
Grounded in what you have actually shipped, never invented.
My career profile
Signed in
my_profile
Your stored CV, LinkedIn and target role, plus live plan, credits and progress.
Upload CV / LinkedIn
Signed in
update_my_profile
Store CV text or a LinkedIn URL from the chat — private to you.
Score my profile
Signed in
review_my_profile
Scores CV and LinkedIn against a target role and names the gaps.
Fix my CV
Signed in
fix_my_cv
Line-by-line rewrite against a role, grounded in work you actually did.
Rewrite my LinkedIn
Signed in
rewrite_my_linkedin
Headline, About and skills drafted from your evidence, not from guesses.
Roles hiring near me
Signed in
jobs_near_me
A market briefing for your city: roles, bands, your fit, the gaps, search queries.
What people actually ask for
Paste any of these into your assistant once it is connected.
Signed in
Build an agent from a template
“Show me the TAI Labs agent templates for research, then set one up to check my three biggest competitors every Monday morning and run it once now so I can see what it comes back with.”
agent_templates · create_agent · run_agent · run_status
Signed in
What did my agents do this week?
“Go through my TAI Labs agent runs from the last seven days: what came back, which ones failed and why, and what it all cost me in credits.”
my_runs · run_status · my_credits
Signed in
Set one loose behind a login
“Which sites can my TAI Labs agents already sign in to? Build me one that checks my orders there every morning and uses that saved login.”
my_logins · agent_templates · create_agent · update_agent
Signed in
Catch up on my rooms
“Catch me up on my TAI Labs rooms — what is new in the feed, which conversations mention me, and draft a reply to the one that actually needs one.”
my_communities · community_feed · room_threads · read_thread · send_message
Signed in
Post what I built
“Take what my agent found this morning, write it up as a post for the TAI Labs feed, show me the draft, and post it once I say go.”
my_runs · post_to_feed · community_feed
Signed in
Find the right person and introduce me
“Find someone in my TAI Labs rooms who has actually shipped an agent in production, open a DM, and introduce me in two sentences.”
find_person · room_members · open_dm · send_message
Signed in
Plan my fortnight around the rooms
“What TAI Labs events are coming up in the next two weeks? RSVP me to anything on agents that does not clash with my calendar.”
community_events · rsvp_event · my_communities
Signed in
Fix my CV with what I actually shipped
“Pull my TAI Labs work, score my CV against a senior AI engineer role, and rewrite the weak lines using the things I have actually delivered.”
my_work · review_my_profile · fix_my_cv
Signed in
Rewrite my LinkedIn from evidence
“Save my LinkedIn URL to TAI Labs, then draft a headline, About section and skills list backed by my real agents, runs and posts — nothing invented.”
update_my_profile · rewrite_my_linkedin · my_work
Managers
What has my team actually shipped?
“Summarise my TAI Labs workspace: what each person has shipped this month, who has not started yet, and where our AI credits are going.”
team_work · my_ai_usage · my_access
Managers
Give the quiet half something to run
“Who in my TAI Labs workspace has not run an agent yet? Share my best one with the team and draft a message telling them what it does.”
team_work · my_agents · update_agent · send_message
One URL, and the assistant you already use
Agents that do the web work, the rooms where it gets talked about, and a CV written from what you actually shipped.