Hermoso is a marketing MCP server: 876+ tools over one OAuth’d endpoint that let an agent research the ads already running in a market, generate finished image and video ads, publish them, and build the paid campaigns behind them. Paperclip reaches all of it through one connection. This page covers one slice of that: what Paperclip can actually do on Bluesky, and what Bluesky will not let it do.
Connect Hermoso to Paperclip
- Copy the connector URL.
https://app.hermoso.ai/mcp - Paperclip → Connectors → Connect your own MCP server. Paste the URL. Paperclip asks the server what it needs; Hermoso advertises OAuth, so Paperclip registers a client by itself and opens a browser sign-in.
- Approve on the Hermoso page. Sign in with your Hermoso account and allow access. No key is pasted.
- Set the action permissions. Paperclip lists Hermoso’s tools as read, write or destructive, and each can be Allowed, Ask first or Off. Allow the reads, and keep anything that publishes, schedules or spends on Ask first.
- Ask an agent in Paperclip for something. “Pull my three closest competitors’ longest-running ads and remix the best hook into a 9:16 video,” or “post this render to the channel.” The agent picks the tools; you approve the spend.
Paperclip labels any server outside its reviewed catalog an Unverified server, which in Paperclip’s words is a statement about review, not about whether the connection works. Every Hermoso tool publishes read-only and destructive annotations, so the read, write and destructive split comes from the server rather than from Paperclip guessing at tool names. The steps are quoted from Paperclip’s custom MCP server guide, read on 2026-10-03, and documented rather than run here. Hermoso is not affiliated with or endorsed by Paperclip.
Then connect Bluesky itself, once, under Settings → Connectors in Hermoso, with your handle and a Bluesky app password. There is no consent screen: the app password is made in Bluesky’s own settings, and it can be revoked there without touching your real password.
The Bluesky tools Paperclip gets
post_to_bluesky: publishes a post as the connected account: up to 300 characters, with up to four images and alt text, or one MP4 video with optional caption tracks. A link with no media gets a preview card, which Hermoso builds because Bluesky does not fetch one.schedule_post: queues it on the calendar every other channel shares, with the 300-character cap checked when it is queued rather than when it fires.list_bluesky_posts: the account’s own recent posts with their AT-URIs and live counts, marking reposts so someone else’s post is never read as yours.bluesky_post_metrics / bluesky_account: likes, reposts, replies, quotes and bookmarks per post, and followers, following and post count for your account or any public one.list_bluesky_convos / read_bluesky_dm / send_bluesky_dm: read and answer direct messages, including message requests from people the account does not follow.manage_bluesky_convo / react_to_bluesky_dm / mark_bluesky_convo_read: accept a request, mute, lock or leave a conversation, react with one emoji, and clear unread counts.delete_bluesky_post: removes a post, after a first call that deletes nothing and reads back what would go.
Bluesky connects with an app password rather than a sign-in screen: create one in Bluesky’s settings and paste it with the handle under Settings → Connectors. Tick direct-message access when you create it, or the DM tools will tell you the password cannot chat, which is a property of the password and not a broken connection. Two more Bluesky rules Hermoso checks before sending: a video needs a confirmed email on the Bluesky account, and a link card and an image cannot share a post. Publishing costs no credits, because Bluesky charges nothing per call.
Bluesky limits worth knowing before you automate anything
| Text | A Bluesky post is capped at 300 characters and, separately, at 3,000 bytes, so an emoji-heavy post can be under 300 characters and still too long. It is enforced when the post is created or queued, so an overlong post is refused while you are still there to fix it instead of being silently cut on the way out. |
|---|---|
| Visibility | Public only. A Bluesky post is a public record on the AT Protocol, and there is no unlisted, private or draft form of one. The review happens before the call, never after it. |
| Carousel | 2 to 4 images, images only. Four is Bluesky’s own number, from the AT Protocol lexicon for an image embed, and a fifth is refused rather than dropped. A video is a different embed that carries exactly one clip, and a post has a single embed, so a Bluesky post is images, one video or a link card: one of the three. |
| Which account | None, unless the brand has connected more than one Bluesky account. Then account names which, and several with none named is refused by name rather than guessed. |
Try it in Paperclip
Ask for it in ordinary language. These are plain sentences, not a DSL:
“Community agent: post today’s update to Bluesky with the launch image and alt text, then list unread DMs and draft replies for approval.”
That walks get_brand → generate_image → post_to_bluesky → bluesky_post_metrics. Paperclip puts its own gate in front of every Hermoso call: each action is Allowed, Ask first or Off. Hermoso’s gates sit underneath: campaigns are born paused, and spend switches and deletes need an explicit confirmation.
Paperclip on Bluesky: the part that bites
send_bluesky_dm sends to one named recipient each time, by design, so an agent cannot broadcast. A DM allows 1,000 characters, not a post’s 300. If the DM tools refuse, the app password was created without direct-message access, which is fixed in Bluesky’s settings rather than by reconnecting.
There is a second way to give a Paperclip agent Hermoso, and Paperclip warns that it is different: attaching a server to the agent’s runtime, such as installing Hermoso’s plugin into the Claude Code an agent runs on. That works, but Paperclip’s action permissions and review queue do not sit in front of it. Use the connector when you want Paperclip deciding what an agent may publish.
Research Bluesky before you post
There is no Bluesky ad library and no Bluesky search in Hermoso, so competitor research there comes down to one honest thing: bluesky_account reads any public account’s followers, following and post count, which is enough to size a competitor and chart it week by week. Everything else in the research surface (the Meta, Google and LinkedIn ad libraries, organic TikTok, Instagram, YouTube, Reddit and Threads) is unaffected.
The paid half
There is no Bluesky ads product in Hermoso, and we do not imply one. Bluesky here is organic: publish, schedule, read, reply and measure. The paid tools cover Meta, Google Ads, Microsoft Advertising, Reddit Ads, LinkedIn, Pinterest, X Ads, TikTok Ads, Snapchat Ads, ChatGPT Ads and Apple Search Ads.
What Paperclip cannot do on its own
An agent with a budget is only useful if the blast radius is bounded, so the fence is in the server rather than in a prompt. Every ad campaign, ad set, ad group and ad is created paused, and the status switches that arm real money refuse to run without an explicit confirmation flag. Every render is quoted first (hermoso_capabilities publishes each model’s exact credit cost before anything spends). Credits are reserved before the first provider call and settled at the exact cost afterwards, so a failed dispatch refunds rather than leaving you billed for nothing. Deletes are confirm-gated too, and every campaign tree is read back from the ad platform before your agent tells you what it built.
One step is deliberately yours: creating the Bluesky app password and connecting it once. Everything after that is a tool call.
The rest of the matrix
From Paperclip, post to: Facebook · Instagram · Threads · TikTok · YouTube · X · LinkedIn · Pinterest · Telegram. Or see everything Paperclip can publish to.
Post to Bluesky from: Claude · ChatGPT · Claude Code · Cursor · Codex · Cline · OpenClaw · Grok Bot · Hermes · Gemini CLI · Perplexity · Le Chat · Claude Cowork · Perplexity Computer
Frequently asked questions
Can Paperclip post to Bluesky?
Yes, through Hermoso's MCP server. In Paperclip, open Connectors, choose Connect your own MCP server, paste https://app.hermoso.ai/mcp and approve the sign-in with your Hermoso account. There is no key to paste. Paperclip then has 876+ tools, including the ones that publish to Bluesky, plus the ones that research the ads already running in your market and render the creative in the first place.
How do I connect Bluesky to Paperclip?
Two steps, once each. In Paperclip, open Connectors, choose Connect your own MCP server, paste https://app.hermoso.ai/mcp and approve the sign-in with your Hermoso account. There is no key to paste. Then create an app password in Bluesky's settings (tick direct-message access if you want the DM tools) and paste it with your handle under Settings → Connectors in Hermoso. After that Paperclip publishes to Bluesky as an ordinary tool call.
Can Paperclip post privately or as a draft to Bluesky?
No. A Bluesky post is a public record on the AT Protocol, with no unlisted, private or draft form, so the review belongs before the call. Hermoso refuses a visibility Bluesky cannot honour at the moment you ask for it, rather than quietly publishing something weaker.
What does it cost to post to Bluesky from Paperclip?
Publishing to Bluesky costs no credits; Bluesky charges nothing per call. Credits are spent on generating the creative. Plans are $19, $49 and $149 a month for 1,000, 3,000 and 10,000 credits, and every feature is on every plan including Free. The only exception is enterprise SSO.
What is the Bluesky caption limit when posting from Paperclip?
A Bluesky post is capped at 300 characters and at 3,000 bytes, so an emoji-heavy post can be under 300 characters and still be refused; Hermoso says which limit applied and by how much. Hermoso enforces it when the post is created or queued, so Paperclip is told immediately rather than failing later when nobody is watching.
Can Paperclip schedule a Bluesky post for later?
Yes. schedule_post queues it on one calendar shared with every other channel, with a per-channel caption if the copy should differ, and list_scheduled and cancel_scheduled read and pull it back. Bluesky is one of the ten channels that queue.
Start free with 30 credits at signup and 250+ more to earn. Every feature is on every plan. Credits are spent only on AI models and Ad Spy research; posting, scheduling, ads management and analytics are free.
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