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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

Publisher portfolio

gumballtools.com

Explore the MCP servers published by gumballtools.com, with independent connection checks, performance measurements, and setup instructions for each project.

Listed servers
15

Active projects in this portfolio. Deleted and deprecated registry rows are excluded.

Sampled servers
15

Active servers with a recorded connection probe

Latest probe connected
15

Latest stored probe connected. This is not a live guarantee.

Repositories
1

Distinct source repositories linked by the active listings

Portfolio overview

MCP servers

Compare connection status and measurements. Open a server for its tools, check results, and client configuration.

Dated server measurements. The status describes the last probe or a listed authentication requirement. Checks that have not been measured are not failures. Open a server to inspect the evidence.
Server / capabilityLast probeMedian latencyChecks passedLast checked
Project Gumball

One MCP server exposing every tool in the Gumball portfolio.

Developer ToolsCode & DevOps

Responded607 ms15 / 22
Body Metrics

Convert height and weight, compute BMI, TDEE and protein targets with error bounds.

Data & AnalyticsData access / search

Responded586 ms14 / 22
Check Digit Validator

Validates IBAN/ISBN/EAN/Luhn checksums and finds the one wrong digit

OtherOther

Responded511 ms14 / 22
Color Companion

Convert colours between hex, RGB, HSL, OKLCH and CMYK, and compute harmonies.

OtherOther

Responded555 ms14 / 22
Due Date

Estimate a due date from LMP, conception, or ultrasound, with ACOG redating rules.

OtherOther

Responded803 ms14 / 22
Equation Steps

Step-by-step solver for linear/quadratic equations in one variable, signs and ± always right.

OtherOther

Responded587 ms14 / 22
ISO Week Number

ISO 8601 week numbers: date to week, week to date, weeks-per-year.

OtherOther

Responded588 ms14 / 22
JSON to Types

Convert JSON samples into TypeScript interfaces and Zod schemas, with inference caveats.

Developer ToolsAI / LLM tooling

Responded615 ms14 / 22
Payload Validator

Validate JSON, YAML, XML and CSV with exact line/column errors and silent-corruption warnings.

OtherFile & docs

Responded556 ms14 / 22
Penny Rounding

Round cash totals to the nearest nickel correctly — after tax, on the total, cash only.

Finance & CryptoPayments & trading

Responded619 ms14 / 22
Regex Explainer

Explain a regex in plain English and detect catastrophic backtracking risk.

Developer ToolsCode & DevOps

Responded527 ms14 / 22
Sports Rules

Work an offside call through IFAB Law 11 or NHL Rule 83, step by step.

MediaAI / LLM tooling

Responded816 ms14 / 22
Timezone Truth

Convert times between IANA zones and detect skipped or ambiguous DST local times.

OtherOther

Responded599 ms14 / 22
Words in Context

Words-in-context vocabulary practice questions with distractor explanations.

OtherOther

Responded534 ms14 / 22
Amortization Schedule

Row-by-row loan amortization schedules: monthly or daily accrual, extra principal, PMI, biweekly.

OtherOther

Responded563 ms13 / 22

Company & identity

About gumballtools.com

gumballtools.com publishes MCP servers under the com.gumballtools namespace. This namespace uses a reverse-domain identity in the directory.

Namespace verification connects the publisher to its registry identity. It does not certify the security of individual servers.

Source repositories