MCP tools
Every tool the DispatchSEO MCP server exposes - what it does, its parameters, and what it returns.
On this page
Everything below is the same server your agent already talks to. This page exists so you can look up one tool's exact contract without asking your agent to read the source for you.
Overview
The server lives at /api/mcp over streamable HTTP - no SSE, no
Redis, one endpoint for every connected site. What tells your project's
data from anyone else's is the bearer token you connect with: the token
is the tenant. There's no separate "pick a project" step and no way
for one token to see another project's rows.
Every tool returns pretty-printed JSON as its response text, so your agent gets structured data back, not prose to parse. A call that fails comes back as an error with a plain-English message - usually naming the actual fix (a missing credential, a cooldown, a bad id) rather than a raw database error.
The MCP is a door to state, not a research or writing tool. It reads
and writes the suggestions queue, tracked keywords, published pages, GSC
stats, and backlink prospects - the same tables the dashboard reads and
writes. It does not call DataForSEO on your behalf and it does not
generate content: your agent does the thinking, using its own research
tools (including DataForSEO's own MCP server, if you run one) plus the
two thin research primitives below - check_serp and suggest_keywords
- that route through whatever keyword source your project is set up with.
Parity is the rule that keeps the two faces of the product honest: anything the dashboard can do, your agent can do here, and vice versa. If a dashboard screen doesn't have a matching tool on this page, that's a gap worth reporting, not a feature you should expect to live without.
Connecting
Your dashboard's Settings screen shows a ready-to-paste connect command per agent, with your project's slug, domain, and key already filled in - copy that one rather than typing any of these by hand.
claude mcp add dispatchseo-<slug> <your-domain>/api/mcp \
--transport http --scope local \
--header "Authorization: Bearer <token>"
--scope local pins the connection to the repo folder you run it in, so
a second connected project never leaks into an unrelated repo and starts
answering for the wrong site.
Anything else that speaks streamable-HTTP MCP: point it at
<your-domain>/api/mcp with an Authorization: Bearer <token> header,
or ?key=<token> on the URL if it can't set headers. Same gate, same
tools. See docs/AGENTS.md
for where each agent stands.
Windows: use the URL variant
Claude Code on Windows has a long-lived bug where a configured
--header is stored and claude mcp list reports Connected, but real
tool calls go out with no Authorization header at all. The key can ride
in the URL instead - <your-domain>/api/mcp?key=<token> - which
survives that bug. The dashboard hands you this exact form on Windows,
no --header involved.
Suggestions queue
The queue is the heart of the product: every idea - guide, tool,
backlink, or update - starts here as pending, and a build workflow
only ever touches what the owner (or auto-approve) moved to approved.
get_suggestions
Lists items in the queue. Defaults to approved - which is what a build
workflow asks for when it wants to know what to work on next. Items come
back in build order (front-placed ideas first, then oldest first), so a
workflow can simply take the first one.
statusstringOptionalOne of pending, approved, rejected, in_progress, done.
Defaults to approved.
typestringOptionalFilter to guide, tool, backlink, or update.
Returns the matching rows, sorted in build order.
propose_suggestion
Adds one new idea to the queue, normally landing as pending for the
owner to decide on the dashboard. Use it after research - one call per
idea.
typestringRequiredguide, tool, backlink, or update.
titlestringRequiredThe idea's title.
primary_keywordstringOptionalThe keyword this idea targets.
volumenumberOptionalMonthly search volume, if known.
kdnumberOptionalKeyword difficulty, if known.
rationalestringOptionalWhy it's worth doing - volume, KD, intent, the gap it fills.
specobjectOptionalA free-form brief: an outline/angle/SERP notes for a guide, the
functionality for a tool, the target url for a backlink. A take
grown from one specific viral post can add spec.seed_url (+
spec.seed_stats) - the guide builder writes from that source
directly: credits it, pulls real quotes, embeds it, then covers
what the original missed.
sourcestringOptionalHonor systemresearch (the default), trend-scan, or manual. Trend
workflows must pass trend-scan - it's what puts the idea on the
Trend radar with the owner-only approval gate. manual is only for
ideas the site owner dictated in the current conversation
("add a guide about X"), never for an autonomous run.
trend_topic_iduuidOptionalOnly from the trend-expand workflow - groups this take under its radar subject.
approvedbooleanOptionalManual onlySkips the pending gate and lands the idea straight in the build
queue. Only takes effect when source is manual - an autonomous
run passing approved:true without source:"manual" still lands
pending.
positionstringOptionalfront or back. front means "do this one next" - since guides
ship one per morning, front means tomorrow.
buildstringOptionalnow fires the tool builder immediately instead of queueing. Only
has an effect for type:"tool" combined with a manual approval.
Returns the created row, or { note, suggestion } when front-placement
or an instant build changed what happened.
update_suggestion
Updates a suggestion's status and/or attaches a PR url. A build workflow
marks an item in_progress when it starts and done with
result_pr_url when the PR opens.
Approval coercion
An agent asking for status:"approved" normally lands as pending
instead, so the owner still decides on the dashboard - the response
says so, and that's success, not a failure to retry. Passing
decided_by:"owner" is the one thing that unlocks a real approval: it
means the site owner just made the call in this conversation ("approve
that one", "reject it", "restore the X idea"). Never set it from an
autonomous workflow run. Owner-approving a trend-scan idea also puts it
at the front of its queue, and owner-approving a rejected item restores
it from History.
iduuidRequiredThe suggestion to update.
statusstringOptionalpending, approved, rejected, in_progress, or done.
Approving/rejecting stamps decided_at; done stamps
completed_at.
result_pr_urlstringOptionalThe opened PR's url, typically paired with status:"done".
decided_bystringOptionalOwner onlyowner or agent. Only owner bypasses the approval coercion
above.
Returns the updated row, with a note when the approval was coerced to
pending or when a tool build was (or wasn't) dispatched.
reorder_queue
Owner only
Rewrites the build order of one queue - the MCP side of the dashboard's drag-to-reorder. Guides and tools are separate queues. Only use this when the site owner asked to re-prioritize in the current conversation, never from an autonomous run.
groupstringRequiredguide or tool.
ordered_idsarrayRequiredThe queue's approved suggestion ids, in the exact order they should
build (first id builds next). Read the current order with
get_suggestions first. Ids you omit keep their place after the
ordered set.
Returns { reordered: true, group, order }.
build_suggestion_now
Owner only
Tools only
The dashboard's "Build now" button. Approves a tool suggestion (if
it isn't already) and wakes the tool builder immediately. Guides have no
instant build, by design: at most one guide ships per day so the
publishing pace stays steady instead of bursty, so a guide id is instead
approved and placed at the front of its queue - the next daily build
picks it up, tomorrow at the latest. Only use this when the site owner
explicitly asked for it in the current conversation; autonomous runs
queue via propose_suggestion and wait.
iduuidRequiredThe suggestion to build now.
Returns { ok: true, message } for a tool, or { ok: true, note } for a
guide (explaining the front-of-queue placement instead).
get_build_brief
The guide build's opening call - the build-guide playbook says to make it
first, before anything else. One response carries what a run used to
collect over a dozen serial calls: the queue head (the approved guide - or
refresh-detector update - to
build, in the owner's exact build order, sorted by the same helper
get_suggestions uses so the two can't name different items), how deep that
queue is, the live pacing verdict, structural fingerprints of the last few
published guides, ranked internal-link candidates when the project has
back-linking on, and the site's own GSC numbers for the information-gain
step. The fingerprints are the real saving: each one is a published guide's
opening word-run and its heading skeleton with the topic stripped, computed
by the same extractor check_sameness judges the draft with, so the run
never has to read two or three published posts in full just to learn their
shape.
Every section fails open on its own. Anything unavailable is named in
degraded along with the fallback to use for that one section - a degraded
brief is never a reason to stop a build.
keywordstringOptionalThe new guide's primary keyword, used to rank internal-link candidates by topical closeness. Omit it on a first call when the queue head is what tells you the keyword.
Returns { queue_head, queue_depth, pacing, recent_guides, link_candidates, site_stats, internal_linking, degraded }. link_candidates is only
populated when set_internal_linking is on. An empty approved queue arrives
as a degraded line too - it's a real state, not a lookup failure, and the
playbook has a backstop for it.
check_sameness
The pre-publish sameness gate: does this draft read like the guides this site already published? Pass the full guide markdown (frontmatter and code fences are ignored) plus its primary keyword, and the backend compares it against this project's most recently published guides for an identical opening, a heading skeleton that's the same once the topic is removed, and stock phrases repeated across the catalogue. A failure means rewrite the flagged elements and call again - never loosen the check. It fails open (passes, with a note) if the published corpus can't be read, so a network or database hiccup can never block a build.
markdownstringRequiredThe full draft guide.
primary_keywordstringOptionalStripped out of both the draft and the published corpus before comparing, so two guides about different topics with the same shape still get caught.
Returns pass (boolean), compared_against (how many published guides
it checked against), and flags - the exact offending strings when it
fails.
Articles and publishing
The other way an article reaches a site. The original route has a coding agent in your own CI write the article and open the pull request; this one takes a finished article straight from your AI and publishes it for you - to WordPress, or as a pull request our server opens in your repo. Either way your AI hands the article over and stops there.
submit_article
Hand in a finished article as plain markdown. The server runs it through the publishing gate, stores it as a draft, then formats it, inserts internal links into your existing pages, builds the meta description, FAQ schema and cover image, and publishes it on your schedule. Your agent does not publish anything itself and does not need to know how your site works.
The gate is the point. It runs here rather than inside the writing
agent, because a model checking its own draft passes it - so the same
24 checks apply whether the article came from Claude Code, Codex, the
Claude app, or ChatGPT. A failed submission comes back with the exact
checks that failed and a fix line for each one, written to be acted on
without a human: apply them and call submit_article again with the
same suggestion_id and it updates the same draft. Three rejected
attempts is the point to stop and tell the owner what's blocking it.
Where it ends up is the site's own setting, not something to pass here.
On the WordPress route the article is posted for you; on the GitHub
route our server commits it into the folder your site already keeps its
articles in and opens a pull request (merged automatically if the site
is on automatic mode). set_publish_target changes the door, and
get_drafts says where each article got to.
suggestion_idstringOptionalThe queued idea this article fulfils. Passing it marks the idea
in_progress and keeps one live article per idea - a resubmission
updates that draft instead of adding another. Omit it only for an
article the owner asked for that was never in the queue.
titlestringRequiredThe title as it should appear on the page.
slugstringRequiredLowercase and hyphenated, no leading or trailing slash.
meta_descriptionstringOptionalRoughly 120-160 characters. Omitted means one is built from the opening.
primary_keywordstringRequiredThe single search term the article targets, exactly as someone would type it.
markdownstringRequiredThe full article. No frontmatter, no raw HTML, and not wrapped in a code fence.
faqarrayOptional{ question, answer } pairs for the FAQ block and its schema. Each
question ends in "?" and each answer is a couple of real sentences.
sourcesarrayOptional{ url, title? } for sources actually used. Placeholder and
example.com URLs fail the gate.
cover_briefstringOptionalOne line describing the cover image's subject. Never published as text.
A site can hand in 5 articles a day and have 3 waiting to publish at once. Neither number is about our costs - the finisher calls no model, so an article costs us a fraction of a cent. They're about yours: publishing a week of content in an afternoon is the pattern search engines read as a bulk-generated site, which costs you more than the extra articles are worth. Both caps refuse by name and store nothing, a rejected article never counts against either, and a resubmission of something already in flight always goes through.
Accepted returns { draft_id, status: "submitted", score, advisory, note } - score is 0-100 across every check, and advisory lists the
non-blocking ones that failed, worth fixing next time but not worth a
round trip now. Rejected comes back as an error carrying draft_id,
score, and blocking - one { id, title, fix } per check that must
pass. An article for an idea we've already accepted is refused by name,
not by a database error.
get_drafts
Every article submitted through submit_article and what happened to it -
the same list the owner's Drafts screen shows. Call it after a rejection:
the blocking checks and their fix lines come back here too, so a new
chat can pick up where the last one left off without resubmitting blind.
The statuses, in the order an article moves through them:
| Status | What it means |
|---|---|
submitted | Passed the gate, queued for formatting |
rejected | Sent back - problems says what to fix |
accepted | Formatted and queued to publish |
blocked_setup | Nowhere to publish yet; blocked_reason says what's missing |
finished | Posted to WordPress, or a pull request opened in the repo - not yet confirmed live |
published | Confirmed live |
discarded | The owner threw it away |
statusstringOptionalReturn only this status. Omit for everything.
limitnumberOptionalHow many, newest first. Defaults to 20, max 50.
Returns one compact object per draft: { id, suggestion_id, title, slug, status, score, problems, published_url, pr_url, created_at, updated_at }.
Only the checks that FAILED come back in problems - the full report is
stored, but twenty passing checks are not worth your context. pr_url is
set only on the GitHub route, and is where the owner reviews the article
until the page is confirmed live.
approve_draft
Publish a finished article right now instead of at the site's usual
publishing hour. Owner-gated: an accepted article already publishes on
its own, so an autonomous run has no reason to call this. It's also how
you release an article that parked as blocked_setup, once the owner has
connected their site.
idstringRequiredThe draft id from get_drafts or submit_article.
Refuses by name rather than queueing work that can't run: an article that isn't prepared yet, one that's already live, a discarded one, or a site with nowhere to publish all come back as an error saying which. When the article already has a publish queued for the site's usual hour, that job is pulled forward to now rather than left waiting - "now" means now.
discard_draft
Throw an article away so it is never published. Owner-gated. The row is kept as history rather than deleted, so "why did that article never appear" stays answerable. A rejected draft doesn't need discarding - fix it and resubmit instead.
idstringRequiredThe draft id from get_drafts or submit_article.
get_site_digest
What your site already covers, read for you. Our server crawls the site when you connect it and again every week, and keeps a compact summary: the sections it has, how many pages, the newest and oldest, sample titles, the most-linked pages, typical article length.
Call it before researching or writing. It's how your AI avoids proposing an article you already have, and how it matches your site's voice and depth - and reading 150 pages instead would cost more context than the article is worth, which is the whole reason this exists.
Returns { crawled, digest, notes, page_count, source, crawled_at }.
notes names anything the crawl couldn't see (a page cap it hit, pages
that wouldn't load), so a partial picture says so rather than passing
itself off as the whole site. A site we haven't read yet comes back as
{ crawled: false, note } - a real state, not an error.
The full page inventory the internal linker uses is deliberately not in here. It's an order of magnitude larger, our finisher is the only thing that reads it, and folding it in would break the context budget this summary exists to respect.
rescan_site
Queue a fresh read of the site. It runs in the background; call
get_site_digest a few minutes later for the result. The site is
re-read weekly anyway, so this is for when something changed that
matters now - a restructure, a new section, pages published elsewhere.
Calling it twice in a day queues one read and tells you so
(already_queued: true) rather than pretending to queue a second.
set_publish_target
Choose where finished articles go: wordpress posts them straight to
your site, github commits the article to the connected repo and opens
a pull request (merged automatically in automatic mode), manual
finishes the article and leaves it for you to place. Owner-gated.
targetstringRequiredgithub, wordpress, or manual.
It does not connect anything. The WordPress username and application
password are entered on the Settings screen and never travel through the
MCP - same rule as every other credential. Setting wordpress before
that connection exists is allowed, and the response says plainly that
articles will wait until it's made.
set_content_path_hint
Repo route only. The folder in the connected GitHub repo that holds the
site's articles (for example content/blog). Leave it unset and the
publisher works it out from the repo's layout; set it when get_drafts
reports a draft parked on "where your articles live", or when the owner
tells you the folder. An empty string clears it. Owner-gated. The same
field as Settings - Where your articles live.
pathstringRequiredRepo-relative folder, plain characters only, no ... Empty string
clears the hint.
save_research_notes
Store what you learned researching an idea, so a later conversation can write the article without paying to redo the research.
This is what makes the split work on a chat plan. A coding agent researches and writes in one long run and keeps the findings in its context; Claude.ai or ChatGPT has neither the window nor the continuity for that, so one chat researches, another writes, and this is the handover between them.
suggestion_idstringOptionalThe queued idea this research is for. Saving again for the same id replaces the previous notes, so the writing session never has to guess which of two versions is current. Omit for research that isn't tied to a queued idea.
notesobjectRequiredYour findings as a JSON object - SERP picture, competitor gaps, the angle, an outline, numbers with their sources. Shape it however suits the work; nothing on our side parses it. Capped at 64KB, which is room for conclusions and not room for three competitor articles pasted in whole. Over that it's refused by name, and whatever was saved before stays intact.
get_research_notes
Read back research an earlier conversation saved. Call it first in a
writing session: if notes exist for the idea you're about to write, the
research is done. Pass suggestion_id for one idea's notes, or omit it
to list the most recent unattached ones.
Nothing saved yet comes back as { found: false, note } - it means
nobody has researched this, not that the lookup failed.
Keywords and rankings
The tracking set is separate from one-off research: what you track here is what the nightly rank cron checks going forward.
track_keywords
Upserts keywords into the tracking set, matched by keyword text. The rank cron checks every tracked keyword daily while it ranks in the top 30, plus a weekly full-depth sweep for everything else. Fields you omit are left as-is on existing rows.
keywordsarrayRequiredOne object per keyword: keyword (required), volume, kd, cpc,
intent (all optional).
Returns { upserted, keywords }.
get_rankings
Rank history for tracked keywords over the last N days. Each keyword comes back with its current position, its earliest position in the window, and the change between them (positive means it improved, moving toward #1).
Read checked and position together
checked:true with position:null means confirmed not in the top 100.
checked:false means the keyword was never successfully checked in this
window - unknown, not "not ranking".
keywordstringOptionalScope to one keyword instead of every tracked one.
daysnumberOptionalWindow size. Defaults to 30.
Returns each keyword with its position history, best-position-first; keywords outside the top 100 are ordered last, by search volume, so the tail reads as an opportunity list.
Published pages
log_page
Records a published page, matched by url (re-logging updates it). Call this right after a PR opens, not after it merges - the system already treats a freshly logged page as "awaiting publish" until its url first serves HTTP 200, which is verified automatically.
urlstringRequiredMust be on this project's own domain.
titlestringOptionalPage title.
typestringOptionalguide, tool, or landing.
primary_keywordstringOptionalThe page's main target keyword.
pr_urlstringOptionalThe PR that shipped this page.
published_atstringOptionalISO date/datetime. Only pass this when backfilling a page that published earlier - omit it for a page shipping right now. The daily publishing pace reads this field, so a backfill stamped "now" wrongly eats today's build slot.
Returns the upserted page row.
get_pages
Lists every published page. Call this before writing new content, to pick 2-3 existing pages to link to and to avoid covering a topic twice. Takes no parameters.
Each row carries live:true|false - false means the page was logged
(its PR opened) but its url hasn't served 200 yet. Don't link to
not-yet-live pages.
mark_indexing_requested
Reports the outcome of a Search Console "Request indexing" browser
session, so the dashboard's Get-it-on-Google card clears itself. Urls
must match already-logged pages (get_pages); anything left over (daily
quota hit, login wall) just stays on the card - omit it rather than
guessing.
requested_urlsarrayOptionalPages you clicked Request indexing for.
already_indexed_urlsarrayOptionalPages the inspection showed were already on Google.
Returns { requested_marked, already_indexed_marked, unknown_urls } -
unknown_urls is any url that matched no logged page, so it wasn't
actually cleared.
Traffic and stats
get_site_stats
Google Search Console snapshots for the last N days, newest first, plus
a trend summary (totals and first-half vs second-half deltas for clicks
and impressions). For the combined dashboard-style view (traffic,
rankings, and per-page numbers in one call), see get_overview under
Dashboard parity instead.
daysnumberOptionalWindow size. Defaults to 28.
Returns { summary, snapshots }, plus a note explaining an empty
window (Search Console not connected yet, access granted but no sync
yet, or an unreachable property) instead of letting zeros read as a real
traffic story.
Backlinks
Backlink prospects (domains worth pursuing) and the curated backlink playbook (directories and paid placements) live together here - both feed the same Backlinks screen on the dashboard.
add_backlink_prospect
Adds a domain worth pursuing a link from, status new. Deduplicates by
normalized domain (case-insensitive, www. stripped) - a repeat call
returns the existing row with already_queued:true instead of creating
a second one.
domainstringRequiredThe prospect's domain.
urlstringOptionalThe specific page worth targeting, if you have one.
reasonstringOptionalWhy it's relevant, or where it was found.
domain_ratingnumberOptionalThe prospect's own DR, if known.
Returns the new row, or the existing one with already_queued:true.
get_backlink_prospects
Lists backlink prospects, newest first.
statusstringOptionalnew, contacted, acquired, or rejected.
update_backlink_prospect
Moves a prospect through its pipeline: new to contacted to
acquired (or rejected). Call it after outreach actually happened or a
link actually went live.
iduuidRequiredThe prospect to update.
statusstringRequirednew, contacted, acquired, or rejected.
get_playbook
The curated backlink playbook: free directories and ROI-ranked paid
placements, with this project's done/skipped progress. Without a slug
you get the compact list; with one, the full submission brief -
prefilled field copy personalized from the site profile, plain-English
steps, gotchas, and a paste-ready @browser command.
slugstringOptionalAn item's slug (from the compact list) for its full brief.
set_playbook_status
Marks a playbook item todo, done, or skipped - the same checkbox
as the dashboard's Backlinks screen. Call it after a submission actually
went through (e.g. the @browser session finished), not before.
slugstringRequiredThe playbook item (from get_playbook).
statusstringRequiredtodo, done, or skipped.
Research primitives
Two of these work in every mode with no credentials
(suggest_keywords, check_serp when a free SerpApi key is connected);
the rest need a connected SERP/DataForSEO account of some kind - your own,
or the platform's bundled plan on cloud.
check_serp
Fetches live Google organic results for a keyword through the project's connected SERP provider, billed to the project's own account or quota. Use it to judge winnability before proposing content - page 1 full of Reddit threads and thin posts is winnable, page 1 full of big brands isn't. Unavailable in GSC-only mode.
Rate-capped on the bundled cloud plan
30 checks/day when billed to the platform's shared DataForSEO account,
resetting at UTC midnight. Own-account and self-host projects aren't
affected. Use track_keywords for anything worth ongoing monitoring
instead of repeated ad-hoc checks - the rank cron checks tracked
keywords daily for free. SerpApi's own free tier is separately capped at
250 searches/month.
keywordstringRequiredThe keyword to check.
topnumberOptionalHow many results to return, up to 100. Defaults to 10.
Returns { keyword, source, results, ai_overview } - each result has
position, title, url, and domain.
get_domain_rank
The site's cached Domain Rating snapshot (0-100 DR-equivalent, referring
domains, backlinks, spam score), refreshed weekly by a cron - never a
live paid call. Takes no parameters. A null dr means the domain isn't
indexed yet, or the cron hasn't run its first pass for this project.
get_dataforseo_usage
This project's DataForSEO billing status: who it's billed to, month-to-
date spend against the platform's monthly budget (when applicable), the
projected month-end spend under the rank cron's current pacing, and
today's check_serp and keyword_ideas counts against their daily caps.
Takes no parameters. A project on its own account (or self-host) isn't
metered here - the spend fields stay zero.
The two daily caps exist for different reasons and behave differently.
check_serp's is 30 and applies only to projects on the shared plan -
it stops our account being used as a free SERP proxy. keyword_ideas's
is 10 and applies to every project, because one call there is worth
up to ten metered requests and a looping client can empty an account
that isn't ours to protect but is still someone's. Both reset at UTC
midnight and both refuse by name rather than returning an empty result,
so a caller that hits one stops instead of retrying.
suggest_keywords
Expands a seed keyword into related searches via Google Autocomplete -
free, works in every mode, no credentials needed. Returns real queries
people type, without volume numbers. Pair it with get_site_stats's top
queries for seeds, then check_serp on the shortlist to judge
winnability.
seedstringRequiredThe seed keyword to expand.
modifiersarrayOptionalUp to 8 modifier words to combine with the seed.
keyword_ideas
Expands seed keywords into related searches with real monthly search
volume and keyword difficulty, via DataForSEO. Works whenever the
project has DataForSEO access - its own account, or the platform's
bundled plan on cloud - so it's how bundled-plan projects get the
numbers the quality bar gates on. Queries the project's configured
search market (US/English unless changed via set_market or Settings),
so a Hebrew site set to Israel gets Hebrew keywords with Israeli
volumes. Send seeds best-first: only the first 5 are expanded, at 2
metered DataForSEO calls each, and the response note names any skipped.
seedsarrayRequired1 to 20 seed keywords.
limitnumberOptionalMax ideas returned, 1 to 200. Defaults to 100.
Returns { seeds, ideas }, sorted by volume, highest first. Returns an
empty ideas list with a note (never an error) when the project has
no DataForSEO access or its monthly budget is spent - fall back to
check_serp and product judgment then.
AI visibility
How AI answer engines see this site - the GEO half of the product.
get_ai_visibility
Per-engine summary (queries checked, AI answers seen, citation rate), a per-day trend, the latest verbatim answers, and a gap list of domains AI cites on queries where this site isn't. Takes no parameters. Google AI Overview data arrives automatically from the weekly rank sweep; the other engines fill in only when a geo-scan workflow runs. Use the gap list to pick what to write next.
record_ai_citations
Writes geo-scan results: for each query asked of an AI answer engine,
whether an answer came back, whether it cited this site, and every
source it cited. Called by the geo-scan workflow after sampling each
query - google_ai_overview is cron-only and can't be written here.
resultsarrayRequired1 to 100 entries. Each has: engine (claude, chatgpt,
perplexity, or gemini, required), query (required),
has_ai_answer (required), cited (required), cited_url
(optional), answer_excerpt (optional - a short verbatim quote so
the owner can read the real answer behind the number), and
citations (optional, up to 30 { domain, url, title } sources).
Returns { recorded }, the count written.
Trends
The Trend radar is two stages: a scan finds trending subjects, then the owner picks one to expand into guide-idea takes.
record_trend_scan
Stamps the project's last_trend_scan_at with now. Takes no
parameters. Called by the trend-scan workflow itself at the end of every
run, found something or not - it backs the Trend radar's "Scan now"
cooldown, not something the owner calls directly.
propose_trend_topic
Puts a trending subject on the Trend radar - a conversation the niche is having right now, not a guide idea. Called by the trend-scan workflow, once per shortlisted subject (up to 5 per scan). Deduplicates by title across every status - if the subject is already on the radar, the existing row comes back with a note instead of a duplicate.
titlestringRequiredThe trending subject.
why_nowstringRequiredThe trigger event and its date, leading the explanation.
signalsarrayOptionalUp to 8 threads/launches/trend lines actually seen.
sourcesarrayOptionalUp to 8 vendor posts or threads that prove it.
seed_urlstringOptionalThe single most viral piece of content driving the subject - the builder later writes from it directly (credit, quotes, embed).
seed_statsstringOptionalThat content's public numbers and date, e.g. "512k views, Jul 12".
get_trend_topics
Lists radar subjects, newest first.
statusstringOptionalnew, expanding, expanded, or dismissed.
update_trend_topic
Moves a subject to expanded (the trend-expand workflow's last step) or
dismissed (housekeeping for subjects older than 14 days, or the owner
passing on one). expanding isn't settable here - that's what
expand_trend_topic does, since picking a subject to expand is the
owner's move.
iduuidRequiredThe subject to update.
statusstringRequiredexpanded or dismissed only.
trigger_trend_scan
Owner only
The Trend radar's "Scan now" button. Wakes the project repo's trend-scan
workflow; subjects appear on the radar (get_trend_topics) a few
minutes later. Shares the dashboard's 30-minute cooldown - a refusal
means the radar is already current, don't retry. Only use this when the
site owner asked for a scan in the current conversation; the scan
workflow itself must never call this (it reports back through
record_trend_scan instead). Takes no parameters.
expand_trend_topic
Owner only
The radar's "Get takes" button. Wakes the trend-expand workflow for one
subject; its takes land in the suggestions queue a few minutes later,
waiting pending like every trend idea. Refuses dismissed subjects and
repeats within a 30-minute cooldown (per subject) - a refusal means
takes are already on their way. Only use this when the site owner picked
the subject in the current conversation.
iduuidRequiredThe radar subject to expand.
Site config and profile
get_site_profile
Reads the site profile the backlink playbook personalizes from - name,
tagline, descriptions, categories, tags. Takes no parameters. Returns
null if /seo-setup hasn't written it yet.
set_site_profile
Writes the site profile that prefills every directory submission and
@browser command. Called by the /seo-setup command after researching
the product.
namestringRequiredThe site's name.
urlstringRequiredMust be a valid url.
taglinestringRequiredUp to 60 characters.
short_descriptionstringRequiredUp to 160 characters.
long_descriptionstringRequired300-600 characters is the target directories in the playbook expect (the field itself accepts 100-700).
categoriesarrayRequired1 to 5 categories.
tagsarrayRequired1 to 10 tags.
set_gsc_property
Corrects which Google Search Console property this project tracks.
Onboarding guesses sc-domain:<domain>, but plenty of real properties
are URL-prefix (https://example.com/) - if GSC data never arrives and
access checks keep failing, the guess was probably wrong.
site_urlstringRequiredThe property exactly as Search Console names it.
detect_site_launch
Finds evidence of when the site actually went live - Search Console's
earliest impression date (Google keeps ~16 months of history, so for
older sites this is a floor, flagged at_least: true) and the Wayback
Machine's first capture - and moves site_launched_at backward to the
earlier of the two. Never moves the date forward and never overrides an
owner's earlier correction. The launch date drives the Journey stage,
publishing pace and research difficulty posture, so run this when it
looks like the day the project joined DispatchSEO rather than the day
the site launched. Takes no arguments.
set_market
Sets which Google country and language the project's rank checks and keyword research query. Every project starts at United States / English, which quietly measures the wrong Google for a site whose audience searches from another country or in another language. Same write as the Settings page's Search market row. The tool description lists every supported market with its location code and languages.
location_codenumberRequiredDataForSEO location code, e.g. 2840 = United States, 2376 =
Israel.
language_codestringRequiredA language the chosen market supports, e.g. en, he, de.
disconnect_repo
Stops DispatchSEO running in this project's repo: the seo-* workflows are
disabled and deleted, the .dispatchseo files and the SEO_MCP_API_KEY
secret are removed, and the connection is cleared. Schedules stop, so the
repo stops spending the owner's GitHub Actions minutes. Published guides,
tools and pages are never touched, and the project keeps its keywords,
rankings and history - reconnecting later re-installs the pipeline. If the
repo can't be reached the connection is kept, so the attempt can be
retried rather than leaving a project pointing at a half-cleaned repo.
Deleting a project deliberately has no tool here; disconnecting is the
reversible half.
confirmstringRequiredThe connected repo as owner/name, typed exactly. Anything else is
refused - it guards against a disconnect nobody asked for.
Returns { disconnected, workflows_disabled, files_removed, secret_removed, note }.
set_github_repo
Points the project at the GitHub repository its content pipeline lives
in. On cloud it's validated against the project's GitHub App
installation's live repo list - a repo outside the installation is
refused. On self-host it's validated against the instance's stored
GitHub token when one exists (the token must see the repo and read its
code); before that token is saved, the write is accepted on format
alone, same as project creation. Changing an already-connected repo
never touches the old repo - if the pipeline was installed there, run
disconnect_repo first so its workflows stop.
repostringRequiredowner/repo (a github.com URL works too). On cloud it must be part
of this project's App installation.
set_agent
Chooses which coding agent runs this project's unattended builders - the scheduled GitHub Actions, or the in-stack container on a self-hosted install. It does not change which agent you are: whatever agent is connected over MCP right now keeps driving everything interactively regardless of this setting. It takes effect on the next scheduled run with no repo change, because the workflow files carry every agent and ask which to use at run time. The reply names anything the owner still has to do - chiefly adding the new agent's credential where the builders run. Ask the owner before switching: the agents bill differently (a Claude or Cursor subscription vs metered OpenAI usage), so it's their call.
agentstringRequiredclaude (Claude Code, runs on a Claude subscription), codex
(Codex, metered against an OpenAI API key), or cursor (Cursor,
runs on your Cursor plan's API key).
set_internal_linking
Owner only
The only door to internal back-linking. With it on, the guide builder edits
2-3 of the closest already-published posts in the same PR so they link to
each new guide - one sentence changed per post, nothing else touched - which
is what turns a set of posts into a cluster that compounds. This is the only
DispatchSEO behaviour that modifies pages the owner already published, so
it's off by default, kept separate from the semi/auto automation flags, and a
PR that edits published posts is never auto-merged regardless of
auto_merge. Ask the owner before turning it on - never enable it on your
own initiative because it would make a run tidier.
enabledbooleanRequiredtrue to allow editing published posts, false to stop.
Returns { project, internal_linking, note }. On a database that hasn't run
migration 0045_project_internal_linking.sql yet the call fails, naming that
migration.
get_project
The project this token belongs to and how it's set up: domain, mode,
the effective auto-approve flags, keyword source, whether a SERP
provider and Search Console are connected, whether this repo has its own
DataForSEO MCP server, the content-pipeline repo, whether one-tap merge
is available, where finished articles go (publish_target: github,
wordpress or manual) and whether WordPress is actually connected
(wordpress_connected), plus the setup wizard's answers - ai_choice
(what the owner said will write: claude-web, chatgpt, claude-code,
codex, cursor, or null for projects from before the adaptive wizard) and
chat_app_connected (true once any request has reached this server
from a chat app). Takes no parameters. Worth calling first in a session,
since it tells you which of the other tools will actually work. Secrets
are never returned - credentials stay dashboard-only.
Dashboard parity
These read tools call the exact same modules the dashboard's screens render from, so the two views can never drift apart.
get_overview
The dashboard Home/Analytics view in one call: 28-day traffic totals,
live last-24h numbers, domain rating, the keyword ranking table, top
search queries, and per-page traffic for every built guide and tool -
plus the journey (which SEO stage the site is in, what to expect next)
and this week's real movement. Takes no parameters. Start here for
"what's going on with my SEO" - it's the whole picture. For raw daily
GSC snapshots use get_site_stats; for rank history use get_rankings.
get_briefing
The dispatcher's briefing - the card at the top of Home, in the agent's
own first-person voice. Takes no parameters. Returns the day's clicks and
impressions, what the pipeline is building right now, and wins: the
shortlist of things worth acting on today, read out of Search Console
using the signals the big SEO tools lead with - striking-distance queries
(position 8-20, one push from page one), page-one queries that rank but
don't get clicked, high-impression zero-click queries, rising queries,
searches the site has newly started appearing for, and first-ever
milestones (each carrying its real-world base rate, so a first top-10
can be sized, not just checked off). action is today's one hands-on
move - usually the next free backlink playbook listing, raised only when
the profile is genuinely thin or stalled - and is null most days.
Call it for "what should I do about SEO today". An empty
wins list is a real answer on a young site; patience says why, and
inventing a win to fill the gap defeats the point of the tool.
get_activity
What the SEO manager has been doing. Takes no parameters. Returns
today (a granular checklist since UTC midnight, each publish/approval
named) and week (the last 7 days, aggregated into counts).
get_automations
The automations registry: what runs on its own, on what schedule, and an evidence line per automation (last run, last snapshot, last build) drawn from the data it actually writes. Takes no parameters. Answers "is the nightly rank check running?" or "when does the guide builder fire?".
get_cron_health
The latest run of this project's background jobs - deploy-check, the SEO
GitHub workflows, the secrets canary, and (self-host only) the
platform's own instance-wide crons too. Takes no parameters. Each entry
carries ok/failed, error strings, and whether the job is stale. An empty
result means no job has ever logged a run; an entry with
update_available:true isn't a failure, just an installed pipeline pack
a version behind. repeat_failure:true means the same job also failed
the real run before this one. The owner's dashboard and the alert emails
only surface failures that are repeated, stale, or urgent (a broken
deploy, dead credentials, an empty balance) - a one-off failed run shows
here first and nowhere else, so finding one the dashboard doesn't show
is the design working, not a discrepancy to report.
mark_cron_fixed
Clears a background-job alert after you've actually fixed and verified the underlying problem - logs a synthetic ok run for that job. Call this only after re-running the workflow (or hitting the endpoint) and seeing it succeed; if the problem persists, the next real failure or missed window re-raises the alert on its own.
jobstringRequiredThe exact job name from get_cron_health, including any
--<project> suffix. Fails if that job has no active alert.
get_next_actions
Everything waiting on a human decision: suggestions awaiting approval, approved items waiting for their build, builds in progress, open SEO PRs ready to merge, and pages waiting for a Search Console "Request indexing" click. Takes no parameters.
Returns { awaiting_approval, approved_waiting_build, building_now, open_seo_prs, indexing_queue, backlink_move } - the indexing queue comes
with a paste-ready @browser command; report the outcome with
mark_indexing_requested. backlink_move is the links half of the job
kept specific: when the site's backlink profile is thin (under ~5
referring domains) or measured-flat for a month, it names the one free
playbook listing to action next (mark it with set_playbook_status once
actually submitted); it is null while the profile is healthy and
growing.
merge_pr
Squash-merges an open SEO PR on the project's repo - the dashboard's
one-tap merge. Only merge PRs listed by get_next_actions, and only
when the user asked for it or its checks are green. Requires the
server's merge token to be configured; without it, this fails and the
PR page link is the fallback.
numbernumberRequiredThe PR number to merge.
get_changelog
What shipped in DispatchSEO itself, newest first - the same list the
dashboard shows at /changelog. This is about the product, not your
site's own activity (for that, use get_activity).
limitnumberOptionalTrims the list, 1 to 50. Defaults to 10.
get_feedback
Feature requests people have asked for in DispatchSEO itself, most-voted
first - the same board the dashboard shows at /feedback. Like
get_changelog, this is about the product, not your site. The board is
shared, not per-project: the token you connect with only says who is
asking, which is what one-vote-per-account is counted by. Each request comes
back with its vote count, whether this account already voted for it, and
whether this account wrote it.
limitnumberOptionalHow many requests to return, 1 to 200. Defaults to 50.
statusstringOptionalopen, planned, in_progress, shipped, or declined.
Returns { dashboard_url, moderator, total, requests } - moderator:true
means this account is the one that can also call update_feedback.
submit_feedback
Asks for something in DispatchSEO itself - a feature, a change, a thing
that's missing - posted to the shared board under the account that owns this
project. Check get_feedback first: voting for an existing request beats
posting a duplicate. Plain text only, and the rules are enforced rather than
silently cleaned up - links, email addresses and HTML are rejected outright,
with the reason named. An account can post 5 requests a day, and re-sending
the same title within 24 hours comes back as a double-submit rather than a
second row.
titlestringRequiredThe request in one line, 6 to 120 characters.
bodystringOptionalOptional detail: what you're trying to do and what gets in the way. Up to 1200 characters.
Returns { id, title, emailed, dashboard_url }. emailed:false only means
the maintainer's notification didn't send - the request is on the board
either way.
vote_feedback
Cloud only
Adds or removes this account's vote on a request from the board. One vote per
account per request, and setting a vote it already holds is a no-op - safe to
retry, since a retry can't undo the vote it just cast. A vote needs an
account, so a self-hosted deployment gets an error pointing at
submit_feedback instead.
idstringRequiredThe request's id, from get_feedback.
votebooleanOptionaltrue to vote (the default), false to take the vote back.
Returns { id, voted, votes } - the settled state and the new count.
update_feedback
Moderator only
Sets a request's status or hides it from the board. Fails for everyone else;
get_feedback's moderator field is what tells you whether this account
qualifies. Hiding never deletes - the request stays in the database and only
drops off the board. Pass status, hidden, or both; passing neither is an
error.
idstringRequiredThe request's id, from get_feedback.
statusstringOptionalopen, planned, in_progress, shipped, or declined.
hiddenbooleanOptionaltrue hides it from the board, false puts it back.
Returns { id, status, hidden, updated }.
Instructions and install
The install/setup pipeline is served as content, not hardcoded into any repo - so an instructions update reaches every connected project's next run without touching a single user repo.
get_instructions
The operating instructions for one SEO workflow, personalized to this project. Automations and agents must call this before running a workflow and follow the returned markdown exactly - it's the live version of the playbook.
workflowstringRequiredinstall, setup, research, trend-scan, trend-expand,
build-guide, build-tool, report, backlinks, or geo-scan.
Returns { project, version, workflow, summary, markdown }. The
project field names who this token belongs to - confirm it matches
the site you mean to operate on before following the playbook, since a
mismatched token would act on another site's data. Site-specific facts
live in the repo's .dispatchseo/conventions.md, which the setup
workflow writes.
get_pipeline_pack
The repo-side shim files (GitHub workflows, MCP configs, slash commands), personalized to this project. Call it with no arguments for the manifest - a list of file paths only, since the full pack overflows one response - then call it again with a path to get that one file's content, writing each one at a time.
pathstringOptionalA path from the manifest. Omit for the manifest itself.
mark_install_step
A progress ticker for the owner's wizard finale - stamp one step the
moment you finish it, so the checklist the owner is watching ticks in
real time instead of sitting dark for 20-60 minutes. Purely
informational: it unlocks nothing (mark_pipeline_installed does that),
and a failure here must never stop the install.
stepstringRequiredworkflows, adaptation, repo_settings, content_home,
site_facts, or research. Call once per step, right after
finishing it.
mark_pipeline_installed
Stamps this project as pipeline-installed. Called once, by the install workflow's final step, only after its own verification checklist passes. Takes no parameters. This call unlocks the owner's dashboard, so it fails loudly - with the specific problem named - rather than stamping an unverified install.
set_conventions
Mirrors the repo's .dispatchseo/conventions.md site facts to the
backend, so the dashboard's Instructions page can show how DispatchSEO
adapted to this site. Called by the setup workflow right after writing
the repo file, with the complete current facts - this is a full
replace, not a patch.
product_summarystringOptionalWhat the site/product is.
stackstringOptionalThe repo's tech stack.
package_managerstringOptionale.g. pnpm, npm.
build_commandstringOptionalHow to build/typecheck the repo.
guides_dirstringOptionalWhere guide content lives.
tools_wiringstringOptionalHow a new tool page gets wired in.
theme_tokensarrayOptional{ name, value } pairs - include resolved color values (hex/oklch)
where the token is a color, so the dashboard can render real
swatches.
fontsarrayOptionalFont names in use.
voice_rulesarrayOptionalStyle/voice rules content should follow.
exemplar_guidesarrayOptionalExample guide urls or paths worth imitating.
exemplar_visualsarrayOptionalExample visual references.
tool_referencestringOptionalAn existing tool page worth using as a pattern.
analyticsstringOptionalHow analytics is wired on the site.
notesstringOptionalAnything else worth recording.
get_conventions
The site facts last mirrored via set_conventions, with updated_at.
Takes no parameters. null data means the setup workflow hasn't run
yet - the repo's own .dispatchseo/conventions.md remains the
agent-facing source of truth; this copy exists for the dashboard and for
agents working without the repo checked out.
Content preferences
get_content_prefs
The owner's template controls from the dashboard's Instructions page:
house_rules (free text injected into every build), disabled_archetypes
(guide shapes removed from rotation), and disabled_blocks (skeleton
parts dropped). Takes no parameters. Build workflows don't need to call
this directly - the same preferences are already rendered into
get_instructions.
set_content_prefs
Owner only
Changes the owner's template controls. Use this only when the owner asked for the change in the current conversation - an autonomous build run must never adjust its own content preferences. Provided fields replace their current value wholesale; fields you omit keep their current value.
house_rulesstringOptionalUp to 2000 characters, injected into every build.
disabled_archetypesarrayOptionalAny of tutorial, comparison, data-study, opinion,
reference. At least 2 must stay enabled.
disabled_blocksarrayOptionalAny of cover, tldr, comparison_table, visuals, faq. All are
on by default - cover drops the generated cover image, so guides
ship with no cover frontmatter and the blog card falls back to its
own plate.
join_waitlist
The odd one out in this section - it doesn't touch content preferences at all, it's just the last tool registered on the server. Adds an email to the DispatchSEO Cloud waitlist, the same list the public landing page feeds. Duplicate emails are fine; re-joining is a no-op, not an error.
emailstringRequiredThe email address to add.
DispatchSEO