Calabash AI
Thinkmine LLC · Operations & Productivity
Certification per Microsoft Marketplace.
Evidence tier Source Confirmed · 8 captures on record
What the publisher says
As described on Microsoft Marketplace.
Calabash is an agent server that transforms existing enterprise capabilities into AI-usable skills. It brings agentic AI to enterprise systems without moving data outside the enterprise boundary. By turning enterprise systems, scripts, and databases into secure AI tools that agents can use to automate real business work, calabash solves a fundamental problem in AI initiatives: Bridging the gap between LLM reasoning and enterprise execution.
The biggest barrier to AI adoption is not models — it’s integration. Enterprises face four major problems as it relates to AI:
Show the rest of the publisher’s description (20 more lines)
AI Cannot Safely Access Enterprise Systems
Calabash solves this by converting enterprise capabilities into AI-safe tools.
Most enterprise data and processes live in:
- SQL Server databases
- Stored procedures
- Legacy APIs
- Internal business logic
Without an orchestration layer:
- Models hallucinate
- Business logic is bypassed
- Security is violated
- Systems become fragile
Calabash provides a polyglot tool runtime where the varying technologies can all be used by an agent in a unified tool system. That's:
- .NET plugins
- Python scripts
- JavaScript tools
- Database endpoints
Calabash allows you to Host AI skills that can be accessed via Model Context Protocol (MCP). With Calabash, you can publish behavior and data as:
- Endpoints that can be queried using natural language, an can be extended into AI workflows
- Restful services that can be queried using plain HTTP JSON graph query format. Use it in migration scenarios to give a head start in leveraging your legacy data RESTfully.
Preview
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Agent build and provenance
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Compliance
- FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27
Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.
Sources
Publisher resources
1 linkLinked repositories
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