Batchloom Evidence
https://batchloom-studio-0913.xuikatwsicrdsidm.chatgpt.site/v1/mcp ↗
Description
Free citation-request checks, samples and snapshot comparison; paid evidence via a separate API.
What our measurements say
Batchloom Evidence is a remote MCP server published at batchloom-studio-0913.xuikatwsicrdsidm.chatgpt.site. It has been probed 6 times since 9/14/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 1,947 ms, a delay an agent will notice. It offers a narrow, focused set of 11 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Some tool names clearly indicate purpose (e.g., 'compare_evidence_snapshots')
- Detailed constraints on input size and processing limits are explicitly stated
Weaknesses
- Vague tool names like 'get_manifest' lack contextual specificity
- Descriptions often focus on what tools don't do rather than use cases
- Inconsistent parameter type definitions (e.g., 'type': null for 'brand')
- Multiple validation tools with overlapping parameter structures
preview_assets— Parameter 'brand' has undefined type (null)validate_batch— Shares identical parameter structure with 'preview_assets'get_evidence_contract— No explicit use case guidance in descriptioncompare_evidence_snapshots— Unclear error handling for unreadable sources
Verdict
Event narrative
Risk: low
- 2026-09-14T04:24:59.037Z — smokeOk changed from null to true · Smoke check became stable
- 2026-09-14T06:26:32.997Z — smokeOk changed from true to null · Smoke check became unstable again
- 2026-09-14T08:31:43.472Z — smokeOk remained null · No change in smoke check status
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test passed · last run:
- Cold-start: cold 313ms → warm 247ms (penalty 66ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
audit_report_citationsFree deterministic audit of caller-supplied report text and structured references using [cite:id] markers. Lists unmarked text blocks, unknown/unused refs, duplicate exact source URLs, missing/unsupported URLs and quote presence in the report. Produces validated evidence request batches. No fetch, signing, payment, semantic verification or claim-coverage score.
reportstringrequiredreferencesarrayrequired
trial_evidenceTry one supported source and one quote with the production extractor. No payment or durable receipt. Shared free quota plus 2 attempts/client/UTC day and 100 attempts/service/UTC day.
requireAllSourcesbooleansourcesarrayrequired
compare_evidence_snapshotsCompare two supplied evidence snapshots bound to the same input. No fetch, payment or content storage. Unreadable sources and changed/unknown processing profiles are not classified as quote removal. Maximum 196608 bytes; no authenticity or truth inference.
inputobjectrequiredbeforeobjectrequiredafterobjectrequired
prepare_evidence_requestValidate input, compute its canonical hash and read exact payment/client requirements and receipt storage readiness. Fetches no source, generates no secret, signs and pays nothing. Source/facilitator capacity remains unchecked.
requireAllSourcesbooleansourcesarrayrequired
get_evidence_contractRead price, exact supported hosts, limitations and safe purchase recovery. No network crawl or payment.
get_evidence_sampleRead a fixed synthetic evidence example. No live fetch, payment or truth guarantee.
validate_evidence_requestCheck bounded URLs and literal quotes against the fixed host list before purchase. Does not fetch pages or establish source availability. No payment.
requireAllSourcesbooleansourcesarrayrequired
get_manifestRead the free product manifest, source-license price, endpoint limits and purchase/recovery instructions. Does not buy or sign anything.
get_sampleRead three free fixed SVG examples. No source toolkit is included.
preview_assetsRender one product as up to three SVG assets for free. Arguments are the render input directly, not an input wrapper; maximum 8192 UTF-8 bytes when serialized. Returns assets and warnings, without toolkit source.
brandrequiredproductsarrayrequiredformatsarraythemestyle
validate_batchValidate up to 100 products and 3 formats for free. Arguments are the render input directly. Returns validity, product count, expected asset count and validation warnings; no rendered assets or toolkit source.
brandrequiredproductsarrayrequiredformatsarraythemestyle
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Server build: 1.3.1 → 1.4.0
- Added to watch — era: Legacy
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