Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
AI search visibility: see whether AI answer engines cite a brand, then win the citations back.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://tryrankwise.com/api/mcpRun this in your terminal
claude mcp add --transport http rankwise https://tryrankwise.com/api/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"rankwise": {
"url": "https://tryrankwise.com/api/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"rankwise": {
"type": "http",
"url": "https://tryrankwise.com/api/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://tryrankwise.com/api/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
search_rankwise_contentSearch Rankwise's public library: guides, glossary terms, comparisons, free SEO and AI visibility tools, the AI crawler directory (GPTBot, ClaudeBot and others) and the AI engine pages. Returns matching titles with canonical URLs.
list_rankwise_sitemapsList the sitemap URLs exposed by Rankwise so agents can enumerate indexable content.
check_ai_crawler_accessCheck whether AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended and others) are allowed or blocked by a website's robots.txt. Returns each crawler's status.
score_ai_visibilityScore how ready a website's homepage is to be found and cited by AI search engines (crawler access, structured data, content signals). Returns a score, issues and quick wins. This is an on-page readiness check, not a measurement of real AI citations. Called without signing in, th
check_citation_readinessCheck whether a single page is easy for AI engines to quote and cite: clear answers, headings, metadata, authorship and freshness signals. Returns findings for that page.
get_free_ai_audit_linkGet the link to Rankwise's free AI visibility audit for a domain. The audit checks AI crawler access and technical readiness, and runs live Perplexity queries to see whether the brand is cited. The user opens the link to run it; this tool does not run the audit.
get_workspaceShow the Rankwise workspace this connection acts in: its name, kind (personal or agency client), your role in it, and the permissions this connection has. Every other account tool works inside this one workspace.
get_plan_and_creditsShow the workspace's billing plan, its credit balance, what one approved brief costs in credits, and the plan limits (domains, questions, AI engines, monthly AI checks). Use it before a tool that spends credits or a plan allowance. A plan of 'free_trial' means the 3-day free tria
list_sitesList the site this connection reaches: its id (the workspace id), name, tracked domains, and whether automatic articles are on, how many a week, and whether they are paused. A connection reaches one site; connect again (or add a CLI profile) for another.
pause_sitePause automatic articles for the site. While paused nothing runs on its own: no planner fill, no drafting, no publishing, no credits used. Manual actions still work. Resume with resume_site.
resume_siteResume automatic articles for the site after a pause. Cards left on days that passed move to the next free publishing days. Resuming is free.
create_checkout_linkCreate a Stripe Checkout link for a self-serve Rankwise plan (starter, growth or scale) for this workspace's account, and give it to the person. Nothing is charged by this call: the person opens the link and pays in their browser. If the account already has an active plan, the li
list_domainsList the domains this workspace tracks for AI visibility, with each domain's id, composite visibility score (0 to 100, null when not scored yet), number of tracked questions, how many questions AI engines mention the brand for, and the last crawl time. Use the id with the other d
add_domainStart tracking a domain's AI visibility in this workspace. Rankwise seeds the homepage and crawls and scores it in the background. Fails when the plan's domain limit is reached. Free: it uses no credits.
recrawl_domainQueue a fresh crawl and re-score of a tracked domain's pages. It runs in the background and takes a few minutes; read get_scorecard afterwards. Free: it uses no credits.
remove_domainStop tracking a domain and permanently delete its questions, AI answers, scores and history. This cannot be undone.
list_questionsList the questions tracked for a domain (the prompts Rankwise asks AI engines), each with its id, market locale, and the latest check result: cited, not_cited or error, the citation position and when it ran.
add_questionTrack a new question for a domain, e.g. "best invoicing software for freelancers". Scheduled checks then ask the plan's AI engines whether they cite the brand. Fails at the plan's question limit. Free: it uses no credits.
remove_questionStop tracking a question and delete its check history. This cannot be undone.
get_scorecardRead a domain's AI Visibility Scorecard: the composite score (0 to 100, null when nothing is measured yet) and the latest score, confidence and recommendations for each dimension.
list_citationsFor each tracked question and AI engine, show the latest real measurement: whether the engine cited the brand, at which position, which URLs it cited, and when. An engine that failed to answer is skipped rather than counted as not cited.
get_share_of_voiceRead a domain's latest AI Share of Voice snapshot: the brand's share of AI answers, its own citations and mentions, the competitor leaderboard, and up to 12 earlier snapshots. Null when it was never measured.
list_visibility_eventsList recent AI visibility events in the workspace, newest first: citations won and lost, fixes proposed, goals reached. Optionally only since a date or for one domain.
run_citation_checkAsk the plan's AI engines one tracked question now and record whether each cites the brand. Engines checked in the last few hours are served from that result at no cost. Uses the workspace's monthly on-demand check allowance. Send a unique idempotency_key, and the same one on a r
refresh_share_of_voiceCapture a fresh AI Share of Voice snapshot for a domain from DataForSEO LLM Mentions. A snapshot from the last 12 hours is returned instead of buying a new one, because the index lags by days. Send a unique idempotency_key, and the same one on a retry.
list_opportunitiesList the workspace's ranked content opportunities: topics where AI engines answer questions the brand is not cited for, scored by demand, citation gap and feasibility. Dismissed topics are left out. Each item says whether a brief or article already covers it.
refresh_opportunitiesRecompute the workspace's opportunity queue from its tracked questions and AI citation data, and look for new topics. Uses paid search and AI data, so it runs at most once every 10 minutes per workspace. Send a unique idempotency_key; retry with the same key.
dismiss_opportunityRemove one topic from the workspace's opportunity queue. It can be restored in the Rankwise app (Demand page). Nothing is deleted.
list_briefsList the workspace's content briefs, newest first: drafts waiting for approval (including ones Rankwise suggested), approved pieces being written, and finished ones. Filter by status. An expert sees only the briefs assigned to them.
get_briefRead one brief in full: title, topic, intent, target questions, outline, research notes, suggested sources, status, and the draft article once it exists.
create_briefCreate a draft brief for an article. Nothing is written or charged until the brief is approved with approve_brief. If tracked_domain_id is left out, the workspace's first tracked domain grounds the brief.
update_briefEdit a draft brief before it is approved: title, topic, intent, target questions or outline. An approved brief cannot be edited; edit its draft article in the app instead.
archive_briefRemove a draft brief that was never approved. Approved briefs cannot be archived because their credits were spent. The brief can be restored in the app, and its topic goes back to the opportunity queue.
approve_briefApprove a draft brief. This debits the workspace's credits (see get_plan_and_credits for the cost) and starts writing the AI draft article, which then waits for review; nothing is published. Re-approving a draft whose generation failed is free. Send a unique idempotency_key and r
list_articlesList the articles in this workspace, newest first: title, status (generating, ready, published, failed), publish status and published URL. Experts see only the drafts assigned to them. Filter by status or title words.
get_articleRead one article in this workspace: its metadata, status, meta description, the first 4,000 characters of its text (or the full HTML with include_html), the sources it cites, and the Article and FAQ structured data (JSON-LD) that ships with it. Use list_articles to find the id.
generate_articleWrite a new AI article for a keyword. It uses the same research-and-cite writer as Autopilot: real sources, links only to pages that exist, a closing call to action, and Article and FAQ schema. This spends workspace credits (1 for short, 2 for medium, 3 for long, 4 for comprehens
publish_articlePublish one article to the workspace's connected CMS (WordPress, WordPress.com, Shopify, Webflow, Wix, Ghost, Notion, Framer or a self-hosted site). This makes it live on the customer's website. A brief draft must be approved by its expert first. If the workspace has several CMS
update_live_postSend the saved version of a published article over its live post, on the site it is already on, so the post changes at its URL and no second post is added. Edit the article first with replace_article. update_live_post updates the live post in place on WordPress (Rankwise plugin),
replace_articleReplace an article's title, meta description, slug or full HTML body. Send only the fields to change. The slug must be unique in the workspace, and a published article keeps its slug. Open tracked changes are dropped when the body changes. This saves the article in Rankwise; live
bulk_replace_articlesReplace up to 50 articles in one call, with the same rules as replace_article. Each article succeeds or fails on its own; the result lists both.
get_autopilotShow the workspace's content autopilot: its mode (off, draft_only, requires_approval, full_auto), weekly article quota, whether it is paused, the plan's quota ceiling, suggestions waiting for a decision, and the upcoming approval days.
set_autopilotChange the workspace's content autopilot. mode: off, draft_only (only suggests briefs, spends nothing) or requires_approval (approves up to the weekly quota of suggested briefs, which spends credits, and holds every draft for review). weekly_quota is capped by the plan. paused pa
get_plannerRead the Content Planner: one card per publishing day with its title, keyword, article type, state (planned, writing, review, published, failed), and search volume and difficulty when measured. Defaults to the window the planner page shows; pass from and to (YYYY-MM-DD, at most 1
move_planner_cardMove a card that is not written yet to another publishing day. If another unwritten card holds that day, the two swap. A day held by an article that is being written or is published is refused. Free.
list_keywordsList the keywords in the Content Planner, one per card, with the article title, its day, state, and search volume and difficulty when measured. Filter by state. To export them as CSV, call GET /api/v1/keywords?format=csv.
add_keywordsAdd up to 50 keywords to the Content Planner. Each becomes a card. With a day it takes that day (an unwritten card there moves to the next free day); without one it takes the next free publishing day. Keywords already planned are skipped, so a retry never adds twice. Free: articl
get_search_console_summaryRead the site's Google Search Console numbers for the last 28 days: total clicks and impressions, and the best articles by clicks. connected is false until Search Console is connected and has synced once.
list_fixesList the on-page fixes Rankwise proposes for a domain (structured data, head tags, robots rules and similar), each with the page pattern it targets, the dimension it improves, why, and its status. Rankwise does not change the site; the user or their developer applies a fix.
preview_fixesShow the exact change each proposed fix would make to the domain's pages, as a before and after diff. A dry run: it reads the live pages and changes nothing.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The publisher (tryrankwise.com) is not the repo owner (0xrome); someone else may have listed it
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
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Read 50 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (0.1.1) reached the registry 4 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
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Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Rankwise measures how often AI search engines cite your brand. This plugin brings that data into your coding agent: Claude Code, Codex or Grok Build. It connects the Rankwise MCP server and adds two skills.
In Claude Code, run:
/plugin marketplace add 0xrome/rankwise-plugin
/plugin install rankwise@rankwise
In Grok Build, open /plugin, search for Rankwise, and install.
The first time a Rankwise tool runs, you sign in to Rankwise in your browser. You need a Rankwise account. If you do not have one, ask for a free AI visibility score and follow the link it gives you.
The plugin connects the Rankwise MCP server at https://tryrankwise.com/api/mcp. It adds two skills.
audit-to-briefs reads your scorecard, the questions where AI engines do not cite you, and your content opportunities. It proposes briefs for the biggest gaps. It writes draft briefs only when you agree. It approves a brief, which spends credits, only when you name it.read-share-of-voice reads your AI share of voice and its history, the competitor leaderboard, citations per engine, and the citations you won or lost in the last 30 days.The plugin reads from one Rankwise workspace. It does not edit your website. It does not publish an article unless you ask.
.claude-plugin/marketplace.json lists the plugin for Claude Code..agents/plugins/marketplace.json lists the plugin for Codex.plugins/rankwise/ holds the plugin: the Claude, Codex and Grok manifests, .mcp.json, the skills, the icon and the logo.scripts/build-codex-zip.sh builds dist/rankwise-codex-plugin.zip for the OpenAI plugin directory.MIT. See LICENSE.