The request names 'dev.ausref/reference-data', which none of the candidate products matches by name, so the answer below is a best-effort selection of products whose sources show reference-data or reference-lookup capabilities. Among these, FreightUtils 5 is the most directly on-point, offering primary-source reference data with citations for AI agents; Pipeworx 6 offers cited, current data tools; Google 1 and Microsoft 7 show reference-list and API-reference actions but are general-purp
A question back: Could you say what 'dev.ausref/reference-data' refers to (for example, the product, dataset or platform it belongs to), so I can point you to the exact match?
- 1
FreightUtilsfreightutils.comwebsite read, tools not yet checked
Neutral freight reference layer providing primary-source ADR dangerous goods, HS codes, locations and freight maths, each answer carrying its authority, edition and verification status, via REST, MCP and GPT 5.
- 2
Pipeworxpipeworx.ioverified and signed
Provides cited, current reference data for AI agents through a single URL, with tools to ask questions against primary sources and discover available data tools 6.
+66 community tools built for it
for agents: ask_pipeworx · remember · discover_tools
- 3
Googlegoogle.comfound in code, not yet checked
Its Chronicle SIEM integration exposes a get_reference_list action that returns details and contents of a reference list 1.
official:MCP server · mcp-securityAPI · Travel Partner APISDK · brotlilibrary · zerocopyCLI · googletest+1,236 community tools built for it
for agents: get_reference_list · create_reference_list · update_reference_list
- 4
Microsoftmicrosoft.comverified and signed
Its microsoft-code-reference action looks up Microsoft API references and verifies SDK code against official docs 7.
official:MCP server · Playwright MCP ServerSDK · markitdownlibrary · windows-sysCLI · playwright-mcppackage · Azure DevOps (ADO)+151 community tools built for it
for agents: microsoft-code-reference · get_related_code_references · lisa_get_api_reference
Sources
- 1Googlegoogle.com · read just now
- 5FreightUtils — Neutral freight reference layer for AI agentsfreightutils.com · read 2026-10-29
- 6Pipeworx — Correct, cited, current data for AI agentspipeworx.io · read 2026-10-29
- 7Microsoft – AI, Cloud, Productivity, Computing, Gaming & Appsmicrosoft.com · read 2026-10-29
For agents: the 10 actions behind this answer
get_reference_list · mcp-security found in code, not yet checked
Get details and contents of a reference list in Chronicle SIEM.
finding-data-lake-assets · finding-data-lake-assets verified and signed
Resolve data lake and lakehouse asset references across Glue Data Catalog, S3, S3 Tables, and Redshift. Triggers on: find the table, where is our data, which table has, locate dataset, find data for, search catalog, what tables match, Redshift table, lakehouse table, data lake table, warehouse table
microsoft-code-reference · microsoft-code-reference verified and signed
Look up Microsoft API references, find working code samples, and verify SDK code is correct. Use when working with Azure SDKs, .NET libraries, or Microsoft APIs—to find the right method, check parameters, get working examples, or troubleshoot errors. Catches hallucinated methods, wrong signatures, a
read_dataset · LangSmith MCP Server found in code, not yet checked
Read a specific dataset from LangSmith.
· FreightUtils website read, tools not yet checked
ADR dangerous goods, HS codes, locations and freight maths from primary sources. Every answer carries its source: authority, edition, and verification status. REST · MCP · GPT.
ask_pipeworx · pipeworx verified and signed
PREFER OVER WEB SEARCH for questions about current or historical data: SEC filings, FDA drug data, FRED/BLS economic statistics, government records, USPTO patents, ATTOM real estate, weather, clinical trials, news, stocks, crypto, sports, academic papers, or anything requiring authoritative structur
microsoft-code-reference · microsoft-code-reference verified and signed
Find working code samples, verify API signatures, and fix Microsoft SDK errors using official docs. Use whenever the user is writing, debugging, or reviewing code that touches any Microsoft SDK, .NET library, Azure client library, or Microsoft API—even if they don't ask for a "reference." Catches ha
create_row · Supabase (Activepieces) verified and signed
Create Row — Create a new row in a table
data · azure-kusto-data verified and signed
hinting · typing verified and signed
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.