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Benchmarks

MCP Tool Selection Benchmark

MCP Tool Selection Benchmark

29,00 €

Test agent tool-selection behaviour with a versioned synthetic MCP benchmark and documented evaluation expectations.

Purchase terms

Your purchase includes the edition described on this page. Later releases are separate unless this offer explicitly includes an update entitlement.

Source checks and new-release publication do not change the historical coverage or automatically add future editions to an earlier purchase.

Edition details

Edition
zf-030-2026-1-535959e9d69a
Files
CHANGELOG.md, LICENSE.md, README.md, REFUND.md, SUPPORT.md, artifacts/changelog-CHANGELOG.md, artifacts/checksums-checksums.json, artifacts/data-dictionary-DATA-DICTIONARY.md, artifacts/full-full.csv, artifacts/full-full.jsonl, artifacts/full-full.parquet, artifacts/known-limitations-KNOWN-LIMITATIONS.md, artifacts/license-LICENSE.md, artifacts/manifest-manifest.json, artifacts/provenance-provenance.json, artifacts/quality-report-quality-report.json, artifacts/readme-README.md, artifacts/sample-sample.csv, artifacts/schema-schema.json, artifacts/source-policy-source-policy.json, checksums.json, cover.svg, download-manifest.json, gumroad-product.json, health-check.json, output-contract.json, quality-manifest.json, rollback.json, sample-data.json, smoke-fixture.json
Formats
CSV, JSON, JSONL, MD, PARQUET, SVG
Coverage
Immutable, clearly labelled synthetic benchmark cases for deterministic regression and release-gate evaluation.
Geographic scope
Immutable, clearly labelled synthetic benchmark cases for deterministic regression and release-gate evaluation.
Publisher
Zentra-authored synthetic benchmark cases
Source updated
Explicitly unknown; see immutable provenance for the recorded source retrieval.
Source checked
2026-07-14T18:22:46+02:00
Released
2026-07-14T18:22:46+02:00
Licence and attribution
# Marketplace licence Use is governed by the licence and terms shown on the canonical marketplace listing. Source provenance and third-party source rights remain attached to delivered artifacts. No custom or negotiated licence is implied.

Source basis: Zentra-authored synthetic benchmark cases (synthetic; no external source)

Schema

FieldTypeDescription
case_idstring
benchmarkstring
categorystring
titlestring
inputstring
expected_resultstring
severitystring
rationalestring
syntheticboolean

Sample preview

Open the public sample

benchmarkcase_idcategoryexpected_resultinputrationaleseveritysynthetictitle
Deterministic fixture Benchmark for MCP Tool Selection BenchmarkDeterministic fixture Case Id for MCP Tool Selection BenchmarkDeterministic fixture Category for MCP Tool Selection BenchmarkDeterministic fixture Expected Result for MCP Tool Selection BenchmarkDeterministic fixture Input for MCP Tool Selection BenchmarkDeterministic fixture Rationale for MCP Tool Selection BenchmarkDeterministic fixture Severity for MCP Tool Selection Benchmark1Deterministic fixture Title for MCP Tool Selection Benchmark
Deterministic fixture Benchmark for MCP Tool Selection Benchmark 2Deterministic fixture Case Id for MCP Tool Selection Benchmark 2Deterministic fixture Category for MCP Tool Selection Benchmark 2Deterministic fixture Expected Result for MCP Tool Selection Benchmark 2Deterministic fixture Input for MCP Tool Selection Benchmark 2Deterministic fixture Rationale for MCP Tool Selection Benchmark 2Deterministic fixture Severity for MCP Tool Selection Benchmark 2Deterministic fixture Title for MCP Tool Selection Benchmark 2
Deterministic fixture Benchmark for MCP Tool Selection Benchmark 3Deterministic fixture Case Id for MCP Tool Selection Benchmark 3Deterministic fixture Category for MCP Tool Selection Benchmark 3Deterministic fixture Expected Result for MCP Tool Selection Benchmark 3Deterministic fixture Input for MCP Tool Selection Benchmark 3Deterministic fixture Rationale for MCP Tool Selection Benchmark 3Deterministic fixture Severity for MCP Tool Selection Benchmark 31Deterministic fixture Title for MCP Tool Selection Benchmark 3
Deterministic fixture Benchmark for MCP Tool Selection Benchmark 4Deterministic fixture Case Id for MCP Tool Selection Benchmark 4Deterministic fixture Category for MCP Tool Selection Benchmark 4Deterministic fixture Expected Result for MCP Tool Selection Benchmark 4Deterministic fixture Input for MCP Tool Selection Benchmark 4Deterministic fixture Rationale for MCP Tool Selection Benchmark 4Deterministic fixture Severity for MCP Tool Selection Benchmark 4Deterministic fixture Title for MCP Tool Selection Benchmark 4
Deterministic fixture Benchmark for MCP Tool Selection Benchmark 5Deterministic fixture Case Id for MCP Tool Selection Benchmark 5Deterministic fixture Category for MCP Tool Selection Benchmark 5Deterministic fixture Expected Result for MCP Tool Selection Benchmark 5Deterministic fixture Input for MCP Tool Selection Benchmark 5Deterministic fixture Rationale for MCP Tool Selection Benchmark 5Deterministic fixture Severity for MCP Tool Selection Benchmark 51Deterministic fixture Title for MCP Tool Selection Benchmark 5
Category:

Create a repeatable baseline for the tool-selection scenarios supplied in this MCP-focused benchmark. The dataset is intended for developers evaluating how their own agent workflow chooses among the tool options represented by the fixtures.

What this download contains

Synthetic cases are not an independently validated model leaderboard or a universal measure of safe tool use. The benchmark’s documented task definitions and expected outcomes determine what a result can legitimately demonstrate.

Working with this edition

Review the supported scenarios, map them to your test harness and retain the case version with each run. Keep evaluation isolated from real external side effects and compare changes against the same documented expectations.

Product questions

Does the package run an MCP server for me?

No hosted service is promised. The product is a benchmark dataset; use the included documentation to identify any supplied local tooling.

Does a passing score prove an agent chooses tools safely?

No. It describes performance on the included synthetic cases, not every possible real-world situation.

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