sprkly MCP server

• Registry nameapp.sprkly/sprklyverified in the MCP registry

The registry name sits under sprkly.app. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

• Stateanswerschecked 2026-10-21
• Tools29
• Server calls itselfsprkly-mcp
• Server version1.0.0
• Protocol version2025-06-18

On 2026-10-21 the server answered initialize and tools/list without a sign-in. First answer in 196 ms.

• Whether its tools do the product's job has not been judged yet.
• Checked on 4 of the 7 days it takes to judge reliability.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

• INITE MCP scoreafter a weeka score needs 7 daily checks: 4 so far
• Answeredmeasuring4 of the 7 daily checks it takes to print a share
• Median first answer1568 ms
• Space in an agent's context≈ 7,703 tokensthe definitions of all its tools (31), which an agent carries on every turn
• Tool definitionsA · 100 of 100
• Typed results0 of 31 toolsdeclared outputSchema: results come typed, read once

• Every tool passes all six checks.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (30%), doing the product's job (25%), definitions (20%), context (10%) and use (15%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

• sprkly_add_media_from_url

  Download an image or video from a public link into sprkly and get a media_id back, for reuse across several posts. You usually do NOT need this: sprkly_schedule_post accepts a link directly in media_urls and pulls it into storage itself…

• sprkly_create_automation_from_template

  Set up one ready-made automation on one Instagram account and turn it on. This is the same as Go live in the app. It starts replying to real people right away, so show the user the template, the account, the word and the link first. Pass…

• sprkly_delete_scheduled_post

  Remove a post from the queue. This is a soft delete. The user can restore it from the Deleted tab for 30 days. Posts that have already published cannot be deleted this way. Always confirm with the user before calling.

• sprkly_draft_post

  Compose a caption from a content hint and save it as a draft in sprkly, shaped to the tightest caption limit among the target platforms. Returns a draft id; the draft appears under /drafts for the user to review.

• sprkly_export_automation_template

  Download one Instagram auto reply as a shareable template. The file holds the trigger, the keyword and the message, and never a post id, a profile id or any account details, so it is safe to send to someone else. An auto reply that is…

• sprkly_get_account_summary

  Plan tier, trial state, connected account count, scheduled post counts by status, and the next three upcoming posts. Never returns tokens or secrets.

• sprkly_get_analytics

  How the user's published posts actually performed: total views and engagement, week-on-week / month-on-month / year-on-year change, their best posting hour, weekday and content category, and the top posts behind those numbers. Every…

• sprkly_get_automation_usage

  For each Instagram account: how many people automations have messaged this month, the plan's monthly limit for that account, and when the count resets. ready is false when Instagram has not given the messaging permission yet.

• sprkly_get_billing_summary

  Subscription status, current plan, period end, purchased handles and the last few billing events. No payment method details; the Stripe customer id is truncated.

• sprkly_get_inbox_thread

  One conversation, oldest message first: their DMs and comments, your replies, and what automations sent. Each comment people left carries the comment_id that sprkly_reply_to_comment answers under. dm_window says whether a DM answer is…

• sprkly_get_post_approval_status

  Whether a post is awaiting the owner's approval, approved or rejected, with the reviewer's notes, who asked, and timestamps. A rejected post is a draft again: fix it, then request approval again.

• sprkly_get_post_status

  Full detail for one post: status, targets, scheduled and published times, permalink, and the failure reason if it did not publish. Media comes back as mediaIds in slide order, not as links. Ids and profile ids are plumbing: talk to the…

• sprkly_get_tiktok_posting_options

  This creator's allowed TikTok privacy levels and interaction settings, fetched live from TikTok. You usually do NOT need this before scheduling: sprkly_schedule_post checks privacyLevel against this same list itself and, when it is wrong…

• sprkly_import_automation_template

  Read an auto reply template, and optionally set it up. With no profile_id NOTHING is written: the template is checked and handed back, which is the safe first call. With a profile_id the automation is created, and it goes live when the…

• sprkly_list_automation_templates

  The ready-made Instagram automations, the same ones as the template gallery in the app. For example: send a link when people comment a word, answer story replies, ask for a follow first, or collect emails. Each one has an id, a name, a…

• sprkly_list_automations

  Every Instagram automation on this account that is not archived. Each row has its name, its state (On, Paused or Draft), the Instagram account it runs on, what starts it, and how many DMs and public replies it has sent. One automation on…

• sprkly_list_connected_social_accounts

  Every ACTIVE social account linked to this sprkly account: platform, handle, follower count, and whether it needs reconnecting. Disconnected/inactive accounts are never listed, so any profileId returned here is a valid posting target…

• sprkly_list_inbox_threads

  The most recent conversations in the sprkly inbox, newest first. One row per person per connected account, with their handle, how many of their messages are unread, and the last thing said. Pass unread_only to see only conversations…

• sprkly_list_profiles

  The profile ids needed to target a post, with each one's platform and handle. Call this before sprkly_schedule_post.

• sprkly_list_scheduled_posts

  The post queue, newest first, with a caption preview, targets, status and failure reason. Supports a status filter and cursor pagination.

• sprkly_pause_automation

  Stop an automation from replying, on every account it runs on. Nothing is deleted. sprkly_resume_automation turns it back on. Any account that could not be changed is named in failed.

• sprkly_reply_to_comment

  Post one public reply under an Instagram comment, from the account that got the comment. Everyone can see it and it cannot be taken back, so show the user the words first. Take comment_id from sprkly_get_inbox_thread. If the answer says…

• sprkly_reply_to_dm

  Send one Instagram DM to a person who messaged this account, from the account owner. It cannot be taken back, so show the user the words first. Instagram only allows it within 24 hours of their last message. Replying pauses automations…

• sprkly_request_post_approval

  Hold a draft or scheduled post for the owner's approval. Moves it to pending_approval, where it never publishes on its own, emails the owner an Approve link, and returns an approval id to poll with sprkly_get_post_approval_status. Asking…

• sprkly_resume_automation

  Turn a paused automation back on, on every account it runs on. It starts replying to real people again. A draft has to be finished in sprkly first. An automation that hit its "stop after this many people" limit stays off.

• sprkly_schedule_post

  Queue a post for publishing, in ONE call. Attach media by passing the user's link straight to media_urls: sprkly downloads it into storage itself for the platforms that need that, so no upload tool has to run first. Runs the same quota…

• sprkly_update_scheduled_post

  Change the caption, publish time, target accounts or attached media on a post that has not published yet. Posts with status "scheduled", "pending_approval" or "draft" can be edited, and the status never changes here: editing a post that…

• sprkly_upload_media

  Upload files the user has on their machine (slides, photos, a short video) into sprkly and get a media_id for each. LINK MODE is the way to send a file from disk. Send files, one entry per file with its filename, sha256 and size_bytes…

• sprkly_validate_post_policy

  Check a caption against each target platform's posting rules before scheduling: caption length, media requirements, hashtag ceilings, whether links are clickable, required YouTube titles, and PII or prohibited-content warnings. Pure…