LinkedIn content benchmark for 900+ B2B companies and their teams, with an open scoring method. Connect the official Imagine AI Benchmark MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http imagine-ai-benchmark https://benchmark.useimagine.ai/api/mcpRun in your terminal, then restart Claude Code.
Imagine AI Benchmark · https://benchmark.useimagine.ai/api/mcp
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “list_companies”: List companies in the benchmark catalog (customers, competitors, industry peers). Filter by name substring, industry, or tracking. Returns i.”
“Use “company_fit_summary”: A company's page fit plus the distribution of its people's geometric means (median, baseline band), top people and who is under the 18-post.”
“Use “industry_landscape”: Every account in an industry (or a custom company set): per-company rollup (page fit + people median over the 5 most active fitted people (p.”
“Use “methodology”: Imagine AI research rules (log-normal engagement, geometric means, research baseline 49/77/130). Call once before interpreting any numbers.”
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how Imagine AI Benchmark holds up.
Operated by Imagine AI Benchmark (useimagine.ai) at its documented MCP endpoint — not a third-party mirror or community re-host.
This server only exposes public data — no account and no credentials are involved when you connect.
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
If Imagine AI Benchmark adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Choose Imagine AI Benchmark in the gate directory. No sign-in needed.
Imagine AI Benchmark's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
list_companies — List companies in the benchmark catalog (customers, competitors, industry peers). Filter by name substring, industry, or tracking. Returns i
company_fit_summary — A company's page fit plus the distribution of its people's geometric means (median, baseline band), top people and who is under the 18-post
industry_landscape — Every account in an industry (or a custom company set): per-company rollup (page fit + people median over the 5 most active fitted people (p
methodology — Imagine AI research rules (log-normal engagement, geometric means, research baseline 49/77/130). Call once before interpreting any numbers.
category_breakdown — Post counts and engagement per content category (product update, hiring, personal story, industry insight, ...) for companies or people.
https://benchmark.useimagine.ai/api/mcpYes — Imagine AI Benchmark operates its own remote MCP server at benchmark.useimagine.ai. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
Add gate's gateway URL to your AI client once, then pick Imagine AI Benchmark in the directory. No account or sign-in is needed. From then on, Imagine AI Benchmark's tools are available in every client you've connected to gate.
No. Imagine AI Benchmark runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Yes — you can get started with gate for free and connect Imagine AI Benchmark in minutes. No credit card required.
Every server below works through the same gateway URL — connect once, add tools anytime.
Set up Imagine AI Benchmark in: Claude · Claude Code · ChatGPT · Cursor · VS Code
One URL. All MCPs. Full control. Free to start.
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