Gluo MCP server

• Registry namedev.gluo/gluoverified in the MCP registry

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

• Stateanswerschecked 2026-10-28
• Tools10
• Server calls itselfgluo
• Server version0.6.0
• Protocol version2025-06-18

On 2026-10-28 the server answered initialize and tools/list without a sign-in. First answer in 176 ms.

• 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.

• INITE MCP score75 of 100answers 100 · definitions 78 · context 100 · connects 100 · lowered by the warning signs below
• Answered100% of days8 of 8 daily checks
• Median first answer178 ms
• Space in an agent's context≈ 1,279 tokensthe definitions of all its tools (10), which an agent carries on every turn
• Tool definitionsB · 78 of 100
• Typed results0 of 10 toolsdeclared outputSchema: results come typed, read once

• Parameters without a description: in 8 of 10
• Not saying whether it only reads or can destroy: 5 of 10

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 →

• create_job

  Hand off a multi-step, multi-day task that golive runs to completion, even after this session ends. Paid or irreversible steps pause for the user's approval through a link. Job types: - launch_domain: Buy a domain, put its DNS on the…

• get_job

  Current status of a job, what is blocking it, and what to do next.

• list_jobs

  All jobs, newest first.

• undo_job

  Reverses finished steps that can be undone, newest first. Purchases that can't be refunded are listed, not undone.

• list_services

  Services Gluo runs for agents (site checks, screenshots, domain availability, email setup, dependency vulnerabilities, ...), each with its exact input schema. Operations marked free can be called right away with call_api and no budget, up…

• request_budget

  Request a spending budget for specific operations. Ask only for the operations and amount the task needs: the user sees the exact scope, caps and purpose, and calls outside it are refused. The approval link goes to the user, not to you.

• get_budget

  Status, spend, remaining amount and per-operation usage of a budget.

• call_api

  Make one call. Leave out budgetId to use the free tier (free operations only, daily allowance). Input must match the operation's schema exactly (extra fields are rejected). Paid calls are charged only if the answer passes Gluo's output…

• close_budget

  End a budget when the task is done. Returns a signed statement of every call and charge.

• request_service

  If a task needs a service, API or action Gluo doesn't offer, describe it in a sentence or two. This is how Gluo decides what to build next. Include roughly what you'd expect it to cost if you know.