MCP server

Imagine AI Benchmark

ai.useimagine/benchmark

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

LinkedIn content benchmark for 900+ B2B companies and their teams, with an open scoring method.

Website

At a glance

Type

MCP server

Publisher

useimagine.ai (verified by the MCP Registry)

Status

Working at last check

Tools

5

Token cost

About 1,422 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http benchmark https://benchmark.useimagine.ai/api/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.benchmark]
url = "https://benchmark.useimagine.ai/api/mcp"

Gemini CLI

{"mcpServers":{"benchmark":{"httpUrl":"https://benchmark.useimagine.ai/api/mcp"}}}

Cursor

{"mcpServers":{"benchmark":{"url":"https://benchmark.useimagine.ai/api/mcp"}}}

VS Code

{"servers":{"benchmark":{"type":"http","url":"https://benchmark.useimagine.ai/api/mcp"}}}

Antigravity

agy mcp add benchmark https://benchmark.useimagine.ai/api/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"benchmark","server_url":"https://benchmark.useimagine.ai/api/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"benchmark","server_url":"https://benchmark.useimagine.ai/api/mcp"}

Tools

• category_breakdown ~324 tokens
  Post counts and engagement per content category (product update, hiring, personal story, industry insight, ...) for companies or people.
• company_fit_summary ~359 tokens
  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 floor. Company typical post = median over up to 5 counted fitted people plus the company page: founders, CEO and C-suite who posted in the last 90 days first, t
• industry_landscape ~437 tokens
  Every account in an industry (or a custom company set): per-company rollup (page fit + people median over the 5 most active fitted people (peopleCounted), preliminary = "Few posts" under 40 team posts, solo = "1 account" when one fitted account carries the company), population vs the research baseli
• list_companies ~224 tokens
  List companies in the benchmark catalog (customers, competitors, industry peers). Filter by name substring, industry, or tracking. Returns ids you pass to every other tool.
• methodology ~78 tokens
  Imagine AI research rules (log-normal engagement, geometric means, research baseline 49/77/130). Call once before interpreting any numbers.

Browse

• Social media
• Hiring and jobs

Related MCP servers

• ScrapeField
  Google Maps, LinkedIn, Instagram, TikTok and X data as tools. Demo mode needs no key.
• The Automators
  Read-only MCP server for The Automators: services, pricing, industries, case studies, calculators.
• Sonar Connections
  Source-attributed events, open data and availability
• XportL
  GPU fabric tools: NCCL benchmark analysis, degradation cost, cluster compatibility, XportL facts.
• Fun Friday
  Host online team-building games: list games, open rooms and share join links, report results.
• Capital Company
  Launch SPVs and funds, invite investors and send capital calls through Capital Company.
• Jojapi Linkedin
  LinkedIn: The LinkedIn Data API offers access to detailed information on individuals, companies.
• NeuralVerge
  Structured, cited, real-world data from 300+ sources and the open web for your AI agents.

Badge for your README

[![AptLynx](https://aptlynx.net/badge/ai.useimagine/benchmark.svg)](https://aptlynx.net/servers/ai.useimagine/benchmark)

Listing text is written by the maker; AptLynx lists tools and does not vouch for them. Find another tool · Browse by topic · For agents