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Maps Harvest MCP server

Which MCP servers are Maps Harvest's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-21

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Whose server it is
  • Registry namecom.mapsharvest/maps-harvestverified in the MCP registry

The registry name sits under mapsharvest.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-21
  • Stateanswerschecked 2026-10-21
  • Tools3
  • Server calls itselfmaps-harvest
  • Server version1.0.0
  • Protocol version2025-06-18

On 2026-10-21 the server answered initialize and tools/list without a sign-in. First answer in 155 ms.

Should an agent connect itNot proven either way yet
  • Whether its tools do the product's job has not been judged yet.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 7, the first on 2026-10-21
  • INITE MCP score100 of 100answers 100 · definitions 100 · context 100 · connects 100
  • Answered100% of days7 of 7 daily checks
  • Median first answer144 ms
  • Space in an agent's context≈ 734 tokensthe definitions of all its tools (3), which an agent carries on every turn
  • Tool definitionsA · 100 of 100
  • Typed results0 of 3 toolsdeclared outputSchema: results come typed, read once
  • Every tool passes all six checks.

What an agent can do with it

  • not sure · Pull local business lists by niche and state
  • not sure · Filter scraped businesses by rating or missing website
  • not sure · Export leads to CSV, Excel, or JSON for dialers

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers3 tools · read 2026-10-21
  • get_local_market_snapshot

    Snapshot of one type of local business in one city, from Google Maps listings: how many listings the sample holds, the average star rating, the typical review count, the share without a website, the share showing a phone number, and up to…

  • find_businesses_without_website

    Local businesses of one type in one city whose Google Maps listing shows no website: up to 10 of them (name, address, rating; phone numbers are masked), plus the share of sampled listings without a website. Useful for finding businesses…

  • list_available_markets

    Business types and cities that have snapshots. Pass a business type to get its cities, a country to narrow either list, or nothing for an overview.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "maps-harvest": {
      "type": "http",
      "url": "https://www.mapsharvest.com/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http mapsharvest https://www.mapsharvest.com/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://www.mapsharvest.com/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.