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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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)
How ChatGPT, Gemini, Perplexity and Google AI name your brand, cite sources and rank rivals.
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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claude mcp add --transport http howseen https://app.howseen.ai/api/mcp --header 'Authorization: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"howseen": {
"url": "https://app.howseen.ai/api/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
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Paste into .vscode/mcp.json in your project
{
"servers": {
"howseen": {
"type": "http",
"url": "https://app.howseen.ai/api/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}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.
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Authorization secret required HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
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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
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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 (1.0.0) reached the registry 17 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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
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Ask Claude, ChatGPT, Cursor or Codex how your brand shows up in AI answers, and act on it, without leaving your AI assistant.
Howseen tracks which brands ChatGPT, Gemini, Perplexity, Google AI Overviews and Google AI Mode recommend on the questions your buyers ask, which sources those engines cite, and writes the content to win the spots you are missing. This repository documents its remote MCP server.
https://app.howseen.ai/api/mcp (Streamable HTTP, remote, nothing to install)Authorization: Bearer Replace hs_live_YOUR_KEY with your key.
Claude Code
claude mcp add --scope user --transport http howseen https://app.howseen.ai/api/mcp --header "Authorization: Bearer hs_live_YOUR_KEY"
Cursor (~/.cursor/mcp.json)
{
"mcpServers": { "howseen": { "url": "https://app.howseen.ai/api/mcp", "headers": { "Authorization": "Bearer hs_live_YOUR_KEY" } } } }
Codex
export HOWSEEN_API_KEY=hs_live_YOUR_KEY
codex mcp add howseen --url https://app.howseen.ai/api/mcp --bearer-token-env-var HOWSEEN_API_KEY
Claude.ai and ChatGPT (custom connector): these apps can only send the key inside the URL.
https://app.howseen.ai/api/mcp?key=hs_live_YOUR_KEY
Treat that URL like a password: do not share it or show it on screen, and revoke the key in Settings if it leaks.
Read (any key)
| Tool | What it returns |
|---|---|
list_brands | The brands (websites) tracked in the account |
get_visibility | % of AI answers that name the brand, share of voice, average position, sentiment, per engine, with the trend |
list_prompts | Tracked buyer questions with per-question visibility, engines and cited domains |
get_competitors | Brand vs competitors in AI answers, overall and per engine |
get_top_sources | Domains and URLs AI engines cite most on the brand's questions |
search_responses | Real AI answers, with excerpts, brands named and cited URLs |
get_action_plan | Prioritized actions to raise AI visibility |
get_prompt_gaps | Questions where AI names a competitor but not the brand |
get_easiest_wins | Third-party pages cited in the answers the brand loses, ranked |
get_changes | What changed between the last two scans |
suggest_prompts | Buyer questions worth tracking that are not tracked yet |
list_articles | Articles Howseen wrote for the brand, with status and URL |
get_article_performance | Published articles with indexing status, impressions and clicks |
get_usage | Plan, quotas used and left, API limits |
Actions (key with actions enabled; every action previews first and only applies with confirm: true)
add_prompts, archive_prompts, remove_prompts, add_competitor, remove_competitor, mark_action_done, dismiss_action, draft_article, refresh_article, publish_article, request_indexing, create_share_report, delete_article, restore_article.
publish_article sends a written article to the brand's connected site (WordPress, Shopify, Ghost, BigCommerce, webhook) or its Howseen-hosted blog.
The same data is available as a read-only JSON API:
curl -H "Authorization: Bearer hs_live_YOUR_KEY" https://app.howseen.ai/api/v1/brands
curl -H "Authorization: Bearer hs_live_YOUR_KEY" "https://app.howseen.ai/api/v1/brands/BRAND_ID/visibility?from=2026-09-01&engine=chatgpt"
The MCP server and the API are included in the Pro plan (79 € a month) and the Business plans, and in the 3-day free trial. See https://howseen.ai/pricing.
Questions or issues: open an issue here or write to raphael@howseen.ai.