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Gecko MCP server

Which MCP servers are Gecko'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 nametech.geckovision/surfverified in the MCP registry

The registry name sits under geckovision.tech. 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
  • Tools1
  • Server calls itselfgecko
  • Server version0.12.0
  • Protocol version2025-06-18

On 2026-10-21 the server answered initialize and tools/list without a sign-in. First answer in 253 ms.

Should an agent connect itSkip it
  • Its tools do none of the product's use cases we checked: check whether suppliers are still active; size up suppliers by headcount; identify decision makers at each company.

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: 8, the first on 2026-10-21
  • INITE MCP score69 of 100answers 100 · does the job 0 · definitions 100 · context 100 · use 39 · connects 100
  • What an agent can do with it0 of 3 use cases
  • Use86 PyPI downloads a week21 GitHub stars
  • Answered100% of days8 of 8 daily checks
  • Median first answer245 ms
  • Space in an agent's context≈ 80 tokensthe definitions of all its tools (1), which an agent carries on every turn
  • Tool definitionsA · 100 of 100
  • Typed results0 of 1 toolsdeclared outputSchema: results come typed, read once
  • Every tool passes all six checks.

What an agent can do with it

  • cannot · check whether suppliers are still active
  • cannot · size up suppliers by headcount
  • cannot · identify decision makers at each company

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 offers1 tools · read 2026-10-21
  • list_surfaces

    Every API surface served on this host, with the MCP URL to reconnect to. Use it when you landed on the host root and need a specific API. Free, instant, and it lists only what the public index lists.

How to connect

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

{
  "mcpServers": {
    "surf": {
      "type": "http",
      "url": "https://mcp.geckovision.tech/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http geckovision https://mcp.geckovision.tech/mcp

Add to CursorAdd to VS Code

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

Also shipped through: pypi

OpenAPI spec

2 paths, read 2026-10-21. Open the spec ↗

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.