ZoomSphere MCP · Prompt Library v2 · October 2026
60 ZoomSphere MCP Prompts: What to Ask an AI Agent in Your Social Media Calendar
Copy-paste prompts for Claude, ChatGPT or any MCP client connected to the ZoomSphere MCP (server address: https://mcp.zoomsphere.com/mcp). From one-line operations to scheduled agents that work while you sleep. Every prompt is safe by design: drafts by default, your team and client approve, and every approval is logged. New to MCP? Start with our ranking of the best MCP connectors for social media management.
Before you start: the prompts run inside your ZoomSphere account and its Scheduler, where your calendar, channels and approval stages live. No account yet? Start the 14-day free trial (no credit card), add a Scheduler and connect the MCP. In Claude it takes about two minutes.
Four rules that make every prompt work better- Name statuses exactly as they exist in your workspace ("Private draft", "To approve").
- End every writing prompt with the target status. A prompt without a status is an invitation to improvise.
- Put standing rules (tone, hashtags, forbidden words) into the scheduled task once, not into every prompt.
- Report and dashboard prompts assume an AI client that can create files or artifacts (Claude can). Numbers always come from the analytics tools, never from the model's arithmetic.
Everyday operations, one line at a time
The fastest wins: things you would normally click through three screens for.
The week at a glance
What is scheduled across all my workspaces for the next 7 days? Group by client, one line per post (day, network, hook). Flag any client with an empty day.
Bulk reschedule with a diff
Move every post scheduled for this Friday in the [client] workspace to Monday, same times. Before saving, show me a before/after table and wait for my OK.
The "show me the diff first" pattern turns any bulk edit into a two-step approval. Use it for every destructive change.
Cross-post the winner
Find my best-performing Instagram post from the last 30 days by engagement. Rewrite it for LinkedIn in a more professional voice, respect the LinkedIn rules the server returns, and file it as a Private draft for Thursday 9:00.
Link swap across the calendar
Search all scheduled posts in this workspace for links containing "/old-campaign". Replace them with the new landing page URL, list every post you touched, and leave each in its current status.
The kill switch
Crisis mode: unschedule everything planned for the next 48 hours in the [client] workspace and move it to Private draft. List what you paused and at what time it was due. Do not delete anything.
When a client has a PR fire, this is one sentence instead of fifteen minutes of clicking. The posts survive, only the timing dies.
Status control across workspaces
The agency superpower: one question instead of opening every workspace.
Who is blocking approvals
Which posts have been sitting in "Waiting for approval" for more than 48 hours, across all workspaces? Group by workspace, show how long each has waited and its scheduled date. Rank by urgency.
Runway check
For each workspace: how many Approved posts are scheduled for the next 7 days? Anything under 3 gets a red flag. One line per client, reds first.
This is the "which client is about to go silent" question every agency lead asks on Monday. Now it costs one prompt.
Planned vs. published autopsy
Compare last week plan vs. reality per workspace: what was scheduled, what actually published, and where did the rest get stuck (still in approval, failed, moved)? Table, then a two-sentence summary.
End-of-day digest
What changed today? Every post that changed status across all my workspaces, grouped by client, oldest first. End with one line: total drafted / approved / published today.
Reports as PowerPoint decks
The monthly report writes itself; the numbers come from the sync, not from the model's arithmetic.
Client monthly deck
Read September analytics for the [client] workspace. Build a PowerPoint: title slide, one slide per network (reach, engagement, trend vs. August), one slide with the 3 best posts and why they worked, one recommendations slide. Use only numbers from the analytics tools, never recalculate totals yourself. Client-friendly tone, no jargon.
Quarterly business review
QBR deck for [client], Q3 vs Q2: channel-by-channel comparison, best formats, one "what we tested" slide, one "what we will do in Q4" slide. Five slides maximum. Pull the Q4 plan from posts already scheduled in October.
The Q4 slide is the trick: the agent reads the actual scheduled calendar, so the next-quarter promises are real, not invented.
Internal one-slider
One slide, all workspaces side by side: engagement rate ranked, biggest riser and biggest faller highlighted, approval backlog per client in the corner. This is for our team meeting, be blunt.
Data dashboards on demand
Ask for an artifact and you get a living page, not a screenshot.
The monthly control room
Build an interactive dashboard from this month's analytics for the [client] workspace: KPI cards per network, a 30-day engagement trend chart, a sortable top-posts table with previews. One self-contained page I can share with the team.
Agency traffic lights
Dashboard comparing all client workspaces: one row per client with three traffic lights (content runway next 7 days, approval backlog, engagement trend vs. last month). Green/amber/red with the number behind each light.
This is the view social media tools do not have: your whole agency's health on one page, defined by your thresholds.
Content mix X-ray
Analyse the last 90 days of published posts in this workspace: share of post types per network, engagement per format, posting time distribution. Build a dashboard that shows which formats we overuse and which punch above their weight.
Content creation that sounds like you
The agent learns the voice from the calendar itself before it writes a word.
Voice-matched week of content
First read the last 10 published posts in this workspace to learn our tone, emoji habits and CTA style. Then draft next week's content from these three bullets: [bullet 1] [bullet 2] [bullet 3]. Three posts per platform, each respecting that platform's rules from the server, filed as Private drafts spread across the week.
The "read before you write" opener is the single biggest quality jump. The calendar is the style guide.
Blog to everywhere
Read this article: [URL]. Create a LinkedIn post, an X thread (max 5 tweets) and Instagram carousel copy (7 slides), each within the character rules the server returns. File all three as drafts for Mon/Wed/Fri, status "To approve".
Content pillar gap fix
Our four content pillars: [education], [behind the scenes], [product], [community]. Cluster last month's published posts by pillar, tell me which pillar got neglected, and draft two posts to fix the gap. Drafts only.
Ideas sweep
Go through every unprocessed Idea in this calendar. Turn each into a full draft: post text in our voice, a one-line visual brief, suggested slot next week. File them in "To approve" and mark each Idea as processed.
The anti-slop pass
Read all drafts currently in "Private draft". Rewrite any sentence that sounds like generic AI copy: no "in today's fast-paced world", no "game-changer", no rhetorical questions as openers. Keep the message, kill the slop, save in place.
An editor that hunts cliches across the whole queue at once. Run it before anything reaches a client.
Approval workflows
The agent fills the queue and guards it; people keep the last word.
Pre-approval QA agent
Act as QA on everything in "To approve": check typos, broken links, missing hashtags, character limits and media requirements against each network's rules from the server. Do not change anything; give me a pass/fail list with reasons, fails first.
Client approval package
Take everything in "Waiting for client" for the [client] workspace and email it to [client contact] for approval: posts ordered by publish date, each with day, network, final text and a preview. Friendly, short intro, deadline for feedback this Thursday.
The most-hated agency chore (assembling the "please approve" email) becomes a byproduct of the calendar.
Conditional bulk approve
In workspace [X]: approve every post in "To approve" that passed your QA check with zero issues. Leave the rest untouched and list each with the reason it stayed. Never approve anything with a link you could not verify.
Friday pending ritual
Friday wrap-up: what got approved this week vs. what is still pending per client? For every client with pending posts, draft the polite nudge message including their list. I will send them myself.
Comments, mentions and client approvals
New in October 2026: the agent reads and writes comments under posts and Ideas, internal or public, with mentions that ping people by bell and e-mail. It can also delete its own comments, never anyone else's.
Approval request in the post
In the [client] workspace, switch every post scheduled for next week from "Private draft" to "To approve". Under each one, add a public comment that mentions @[client contact] and asks for approval by Thursday. Then list the posts you changed.
The request lands exactly where the client approves, with a notification and an e-mail. No more approval emails assembled by hand.
Client feedback digest
Read all comments added under posts in the [client] workspace in the last 7 days. Summarize what the client asked to change, one line per post, and flag anything that sounds unhappy. Do not change any post.
Internal brief for the designer
For every post in "To approve" that the client commented on, add an internal comment that mentions @[designer] with a short brief of the requested change. Internal only: the client must not see it.
Client feedback becomes a task for the right person in seconds, and the client never sees the backstage.
Unanswered client comments SCHEDULED
Weekdays 9:00: in all client workspaces, find client comments from the last 3 days that nobody from our team has answered. List them by workspace with the post link and how long they have waited, oldest first. Do not reply, only report.
An ops dashboard for agency leads: no client comment falls through the cracks, and you see response speed per account manager.
Pillars, tags and brief cleanup
Look at every post scheduled in the [client] workspace this month that has no content pillar. Assign the best fitting existing pillar, add up to three tags and write a one-sentence brief for the team. List what you set so I can check it.
Locations, mentions and targeting
New in October 2026: the agent fills in everything you would set in the post editor. Location tags, @mentions, Instagram collaborators, audience targeting, owners and assignees, all from one sentence. Full guide with screenshots.
Photos to places
Go through all draft posts in my Scheduler for the next 30 days that have no location. For each one, look at the photo and the caption and work out where it was taken. If the photo has GPS data, use it. Otherwise identify the landmark or city from the image. Find the matching place and set it on Facebook and Instagram. If you are not sure, do not guess: list those posts for me instead.
Hours of manual tagging gone in one run, and the agent tells you where it is not sure.
Branch rollout
Take this post: "Public cupping night at Demo Coffee Co. [branch]. Tonight at 18:00, four new origins side by side with our roaster." Create one draft per branch on Facebook and Instagram for 12 November, starting at 10:00 and 15 minutes apart: Old Town Square Prague, Galerie Vaňkovka Brno, Eurovea Bratislava, Westend Budapest. Put the branch name in the copy and tag the branch as the location. Keep them as private drafts.
One brief, every branch localized and tagged. Built for franchises and retail chains.
Location audit
Check every scheduled post for the next 4 weeks. Find posts whose copy or hashtags mention a city, venue or landmark but have no location set. Show me the list, then tag each one with the best matching place.
Pause by location
Galerie Vaňkovka in Brno is closed until further notice. Find every scheduled post tagged with that location or mentioning it in the copy. Move them to To Rework and add a note to the brief explaining why. Leave every other branch untouched and give me a summary.
Report by location
For all posts published in the last 90 days, group them by location tag and show reach and engagement per location side by side. Then list the branches with no tagged post in that period.
Owners for the week
Assign every post scheduled next week in the [client] Scheduler to the teammate who owns that channel: [name] for Instagram and TikTok, [name] for Facebook and LinkedIn. List who got what.
Only people with access to that client can be assigned, so nobody gets work they cannot open.
Local audience
For next week's [client] Facebook posts that mention [city], restrict the audience to people in [city] aged 25 to 45. Show me the targeting before you save.
Collab push
Add @[partner] as an Instagram collaborator on every [campaign] post in the [client] Scheduler. Skip posts that would publish manually and tell me which ones.
Failed post rescue SCHEDULED
Daily 9:00: find posts that failed to publish in the last 24 hours. If the cause was temporary, send them again. Otherwise list them with the error for a person to fix.
A failed post never sits unnoticed overnight again.
Quick Notes: brief your agent from the calendar
New in October 2026: the agent reads and writes Quick Notes in your ZoomSphere calendar. Let it research the events that matter, then steer your scheduled content agent with one line in a note. Full guide with screenshots.
Fill the calendar with events
Research marketing events, industry conferences, award ceremonies, social media platform anniversaries, shopping peaks and public holidays in [Czech Republic, Slovakia and Hungary] for the next six weeks. Verify every date on an official source. Then add each one as a Quick Note to my ZoomSphere calendar "[calendar name]": a short title for the calendar label, one or two sentences of context in the note text, visible to my internal team only. Colour them by type: blue for industry events, grey for public holidays, purple for anniversaries, dark for shopping days.
Six weeks of verified context in your calendar in minutes, colour coded for the whole team.
Content agent that reads the calendar SCHEDULED
Before you choose topics, read the Quick Notes in the ZoomSphere calendar from today to five days ahead. If a note contains a line starting with "AGENT:", follow it exactly. If it does not, use judgement: industry events, award nights, platform anniversaries and seasonal moments are opportunities, so react to them and tie the post to a real benefit of our product or service. If an event is a few days away and needs a video or a carousel, prepare it now. Public holidays, memorial days and sensitive events are never used for promotion or jokes. Keep those days neutral and light on selling. Every post you create because of a Quick Note goes to the "To Approve" status, never straight to publishing. Verify any fact about an external event with a web search before you use it. Only read Quick Notes, never change or delete them.
Paste this into your scheduled content task. From then on, a note in the calendar is all it takes to change what the agent writes.
AGENT: commands cheat sheet
AGENT: switch | a carousel on how agencies prove campaign results to clients
AGENT: mute
AGENT: boost | a short reaction video on the conference keynote
AGENT: mute | market: HU
AGENT: switch | Black Friday posting data | lead: 3d
switch replaces the planned topic. mute stops promotional posts that day. boost adds an extra post. market: limits the command to one market. lead: prepares the content days ahead.
Send posts by email and chat
New in October 2026: the agent sends posts as rich previews by email or into a ZoomSphere chat room. Approvals, weekly plans and best-of reports land where people already look. Full guide with screenshots.
Weekly email to yourself
Take this week's posts and send them to my email.
Top posts to chat
Send me this month's top posts to the ZoomSphere chat.
Weekly approval for a client
Take next week's posts in the [client] Scheduler that are in To Approve and email them to [client contact] with a short note asking for approval by Thursday.
The client gets real previews of the whole batch in one email and approves in one click, no screenshots.
Only what still needs work
Find all posts this week in To Rework and send them to the [content team] chat room, with one line per post on what the client asked to change.
Monthly report teaser
Pick the 5 best posts of last month by reach in the [client] Scheduler and email them to [client contact] with three sentences on what worked.
Best and worst by content pillar
Compare this month's posts by content pillar. Send the best and the worst post of each pillar to the Marketing chat room with the views next to them.
Monday kickoff for the team
Send this week's whole plan to the [team] chat room, grouped by day, and mention who owns each post.
Put it on a Monday 8:00 schedule and the week starts itself.
Campaign wrap-up
Take all posts tagged [campaign tag] and email the top 3 by interactions to me and [account manager].
Colleagues on a schedule
Paste these as scheduled task instructions, not chat messages. They run while you sleep.
Monday analyst SCHEDULED
Every Monday 7:00: read last week's analytics across all workspaces. Write a five-line digest to Slack #social: the winner, the loser, one anomaly worth investigating, current approval backlog, planned volume for this week. Numbers from the tools only.
Deadline guard SCHEDULED
Daily 17:00: find every post scheduled in the next 24 hours that is not yet Approved. If any exist, post the list to Slack #social with the workspace, time and status. If none, stay silent.
"If none, stay silent" is what separates a useful agent from a spam bot. Alerts only when reality demands it.
Idea processor SCHEDULED
Every hour: check for new unprocessed Ideas. For each, draft the post and a visual per the house rules below, file as Private draft, mark the Idea processed. Never publish, never touch existing drafts. House rules: [tone] [hashtag policy] [CTA rules] [forbidden topics].
Dead link patrol SCHEDULED
Every night 2:00: test every link in posts scheduled for the next 7 days across all workspaces. Report any that return errors or redirects to Slack #social with the post and workspace. Do not edit anything yourself.
Client approval nudge SCHEDULED
Weekdays 8:00: in the [client] workspace, find every post in To approve that is scheduled within the next 14 days. List them by publish date (date, time, network, first line of text) and mark anything due within 3 days as URGENT. Then draft a short, friendly reminder for the client with that list. Do not change any post, status or date.
The agent prepares the nudge, a person sends it. Your client hears from you, not from a bot.
News to draft SCHEDULED
Weekdays 7:30: find one fresh piece of news from the last 24 hours relevant to [industry]. Write a Facebook post for [client]: [tone], max 80 words, 2 to 3 hashtags, name the source in the text. File it in the [client] workspace for tomorrow 10:00 as Private draft. Never publish and never touch other posts. Reply with the link to the draft.
Monthly benchmark SCHEDULED
1st of every month, 8:00: compare last month with the month before across all channels in the [client] workspace: views, reach, interactions and posts published. Build a dashboard with the three best posts and a short "what changed" section. Numbers from the analytics tools only.
Pair it with the Monday analyst: a weekly pulse and a monthly picture, without anyone opening a spreadsheet.
Combos with your other connectors
One agent, many connectors. The calendar is where everything lands. See our full connector ranking.
Canva visual factory + CANVA
For every draft in this workspace missing a visual: autofill our "Quote card" Canva brand template with the post's hook line, export it, upload it to the post via URL, and note which template you used. Drafts stay drafts.
Support-driven content + INTERCOM
Read this week's support conversations in Intercom. Cluster the top three questions customers actually asked. Draft one educational post answering the number one question, in our voice, filed to "To approve" with a note linking three example conversations.
Audience research that already happened. The post answers a question you have proof people are asking.
Boost advisor + META ADS
Compare last month's organic post performance from ZoomSphere with our Meta Ads results for the same period. Which three organic posts beat the ads on engagement per impression? Draft a boost recommendation for each with a suggested budget split.
Company week in review + SLACK
Read our Slack #wins and #general from this week. Pick the three most human, shareable moments (no confidential info, no client names without approval). Draft a "week at the company" post from the best one, honest tone, file as Private draft.
Plan vs. calendar + NOTION
Read the content plan page in Notion for [client]. Compare it with what is actually scheduled in their workspace this month. List every planned item that has no matching post yet, and draft the missing ones as Private drafts in the agreed slots.
