create_upload

shallow

ai.latlong/map-mcp · Verify this server

Start a client-direct file upload for large CSV/XLSX files. Returns a presigned put_url and an opaque upload_id. Steps: 1) call create_upload with file_name, 2) HTTP PUT the raw file bytes to put_url using the returned headers, 3) pass upload_id to question_to_map, parse_file, or render_map. Preferred over file_base64 for anything beyond a few KB — the bytes go straight to storage instead of riding inside the tool call.

100.0/100

1 trials · measured 27 days ago

create_upload scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.latlong/map-mcp, measured 11 Sept 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-09-11100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: create_upload
[![Vouch score](https://vouch.tools/api/tools/4146a69e-2a39-4af9-9b0d-8e8cd18be4f8/badge.svg)](https://vouch.tools/tools/4146a69e-2a39-4af9-9b0d-8e8cd18be4f8)
create_upload — Vouch