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Canonical Company Search

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Verified, long-tail company search: describe what you want, get an LLM-verified company shortlist.

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About

Verified, long-tail company search: describe what you want, get an LLM-verified company shortlist.

README

Find the companies others miss. Canonical is a verified company graph — not a web search. Describe what you want in plain English (or pass structured filters) and get a precise, LLM-verified, domain-keyed shortlist your agent can act on.

This is the public home of Canonical's remote MCP (Model Context Protocol) server. It documents the server and ships a one-click Cursor plugin. The server itself is hosted — there's nothing to run locally.

  • Server URL: https://trycanonical.ai/mcp
  • Transport: Streamable HTTP
  • Auth: OAuth 2.0 with dynamic client registration (scope search) — read-only
  • Listed on: Official MCP Registry (ai.trycanonical/company-search) · Smithery

Tools

The server exposes five read-only tools:

Tool Purpose
search_companies Structured company search — free-text description plus typed filters (location, employee size, funding stage/amount/investor, founder attributes, exclusions). Unsupported constraints are reported back, never silently dropped.
find_similar_companies Find companies similar to a seed domain. Multi-axis rerank across semantics, dimensions, funding, geo, investors, and size.
get_company_details Full canonical profile for one company by domain, including founders/execs and their prior-employer category tags (e.g. FAANG, unicorn, MBB).
lookup_companies Disambiguate a free-text company name to a canonical domain. Returns ranked candidates with confidence levels.
get_account_status Credit balance, plan, and search rate limits. Read-only, charges no credits.

Install

On first use, your client opens Canonical's OAuth consent flow in the browser — there's no API key to copy.

Cursor

Install from the Cursor marketplace, or add the server manually to ~/.cursor/mcp.json (global) or <project>/.cursor/mcp.json:

{
  "mcpServers": {
    "canonical": {
      "url": "https://trycanonical.ai/mcp",
      "type": "streamable-http"
    }
  }
}

Claude (Desktop / Code / claude.ai)

Add a custom connector with the URL https://trycanonical.ai/mcp and complete the OAuth flow. Step-by-step: https://trycanonical.ai/documentation/mcp

VS Code (Copilot)

{
  "servers": {
    "canonical": {
      "type": "http",
      "url": "https://trycanonical.ai/mcp"
    }
  }
}

Any MCP client

Point it at the streamable-HTTP endpoint https://trycanonical.ai/mcp and authorize via OAuth. Full client-by-client setup lives at https://trycanonical.ai/documentation/mcp.

Auth & pricing

Example prompts

  • "Find fintech startups in India that raised Series A in the last 6 months."
  • "Show me companies similar to stripe.com but headquartered in Europe."
  • "Who are the founders of anthropic.com and where did they work before?"
  • "List YC-backed B2B SaaS companies with a technical cofounder."

Repository contents

Path What
.cursor-plugin/plugin.json Cursor plugin manifest (makes this repo a valid Cursor plugin).
mcp.json Remote server config — used by the Cursor plugin and copy-pasteable into any client.

License

MIT — see LICENSE. This license covers the contents of this repository (manifest + docs); the Canonical service itself is operated at https://trycanonical.ai under its own terms.

from github.com/vy-labs/canonical-mcp

Installing Canonical Company Search

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/vy-labs/canonical-mcp

FAQ

Is Canonical Company Search MCP free?

Yes, Canonical Company Search MCP is free — one-click install via Unyly at no cost.

Does Canonical Company Search need an API key?

No, Canonical Company Search runs without API keys or environment variables.

Is Canonical Company Search hosted or self-hosted?

A hosted option is available: Unyly runs the server in the cloud, no local setup required.

How do I install Canonical Company Search in Claude Desktop, Claude Code or Cursor?

Open Canonical Company Search on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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