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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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)
Measure AI search visibility: start reports, read results and the ranked plan.
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.
Pick the AI app you use, then copy the settings.
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Works in Claude on the web, desktop and mobile:
https://www.moatlight.com/mcpRun this in your terminal
claude mcp add --transport http moatlight https://www.moatlight.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"moatlight": {
"url": "https://www.moatlight.com/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": {
"moatlight": {
"type": "http",
"url": "https://www.moatlight.com/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://www.moatlight.com/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.
get_productFacts about the product: what it does, who it is for, what it does not do, and how an agent can use it. No login. No login needed.
get_pricingThe free plan and the one-time Early Access pass: price, what each includes, refund window. Payment needs a person in a browser. No login. No login needed.
list_faqEvery FAQ question and answer from the home page, paged. No login. No login needed.
get_sample_reportShows the shape of a real report (visibility numbers, rivals, ranked plan) for a fictional coffee roaster. Made-up data, no login. No login needed.
get_accountReturns the user's plan (free or early_access), when the pass ends, what the plan allows, and how to upgrade. Needs login with scope account:read.
list_reportsThe user's reports, newest first, paged with a cursor. Each has its stage (analyzing, needs_confirmation, running, finished, failed). Needs login with scope reports:read.
create_reportCreates a report draft for a website and starts reading it. Free plan: one website, one report every 30 days. Returns 202 Accepted with the report, a job object and a Location header: poll that URL (GET /api/v1/reports/{reportId}) every few seconds until stage is needs_confirmati
batch_get_reportsBatch read: send a list of report ids and get each report (or its error) in one answer, instead of one call per report. Each result has its own status, so one unknown id does not fail the rest. Read-only. Needs login with scope reports:read.
get_reportWhile stage is needs_confirmation it returns the business profile and the proposed buyer questions. While running it returns progress. When finished it returns visibility numbers, the brands AI named, and a count of lost questions. Needs login with scope reports:read.
start_reportAccepts the proposed business profile and buyer questions (optionally a chosen subset of 3 to 6 question ids) and starts asking the AI engines. Takes about two minutes: answers 202 Accepted with a Location header to poll until stage is finished. Safe to repeat; send an Idempotenc
get_report_actionsFor a finished report: up to three ranked moves (reason, exact edit, page, effort) and, for each buyer question AI answered with a rival, who won and why. Needs login with scope reports:read.
get_agent_readinessScore, grade, layer breakdown and ranked fixes from the newest scan of the report's website. Needs the Early Access pass; otherwise 402 with a link a person can open to buy it. Needs login with scope agent-readiness:read.
scan_agent_readinessRuns, or reuses a result under 24 hours old, for the report's website. Set force to true to scan again after fixing something. Rate limited. Needs login with scope agent-readiness:scan.
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 6, 2026
The registry name was verified against the domain moatlight.com (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 3189 ms (HTTP 200)
No sign-in needed
Read 13 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 3 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 (1.1.0) reached the registry yesterday.
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.
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.
Skills and MCP settings for using Moatlight from an AI agent.
packages/ (TypeScript, Python, command line)One URL, no API key. The client opens the OAuth login in a browser the first time a tool needs your account. Add ?readonly=true to the URL to list only the read tools on that connection (it does not change what the login allows; approve only the read scopes if you want that).
Claude Code:
claude mcp add --transport http moatlight https://www.moatlight.com/mcp
Claude Code plugin (MCP, skills and the docs server together): claude plugin marketplace add Moatlight/moatlight-agent-kit claude plugin install moatlight@moatlight
Codex: codex mcp add moatlight --url https://www.moatlight.com/mcp
Cursor: cursor://anysphere.cursor-deeplink/mcp/install?name=moatlight&config=eyJ1cmwiOiJodHRwczovL3d3dy5tb2F0bGlnaHQuY29tL21jcCJ9
Any other client (VS Code, Windsurf, Claude Desktop): { "mcpServers": { "moatlight": { "type": "http", "url": "https://www.moatlight.com/mcp" } } }
npx skills add Moatlight/moatlight-agent-kit
License: MIT for the files in this repository. Moatlight itself is a hosted service.