Includes public listing details and standard questions. Download any edited question brief separately from your shortlist.

The AI Agent Market / Research summary

Your shortlist summary

Prepared November 4, 2026 · 2 of 2 requested options

Public facts and recorded sources. Prices, availability and operating conditions can change; confirm details directly before deciding. Different services and billing units may not be comparable.

1. AssetOpsBench

Source-code repository · Not recorded

AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.

Published price: No checked amount
Price terms: Open-source repository; infrastructure and model usage may cost extra.
API: Not recorded
SDK: Not recorded
Self-hosting: Not recorded
Integrations: Not recorded
Free trial: Not recorded
Repository primary language: Python
Source checked: 2026-09-02
https://github.com/IBM/AssetOpsBench
Oldest linked source check: 2026-09-02. This is not a confirmation of current availability.
Directory listing: https://theaiagentmarket.com/agents/ibm-assetopsbench
View source repository: https://github.com/IBM/AssetOpsBench

Questions to confirm

Which license and usage restrictions apply to this repository and its dependencies?
What installation, hosting, hardware or model costs should we budget for?
Which releases are maintained, and what documentation and support are available?
How can we test compatibility and security for our intended use?

Recorded source links

https://github.com/IBM/AssetOpsBench

2. MindSearch

Source-code repository · Not recorded

🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)

Published price: No checked amount
Price terms: Open-source repository; infrastructure and model usage may cost extra.
API: Not recorded
SDK: Not recorded
Self-hosting: Not recorded
Integrations: Not recorded
Free trial: Not recorded
Repository primary language: JavaScript
Source checked: 2026-09-02
https://github.com/InternLM/MindSearch
Oldest linked source check: 2026-09-02. This is not a confirmation of current availability.
Directory listing: https://theaiagentmarket.com/agents/internlm-mindsearch
View source repository: https://github.com/InternLM/MindSearch

Questions to confirm

Which license and usage restrictions apply to this repository and its dependencies?
What installation, hosting, hardware or model costs should we budget for?
Which releases are maintained, and what documentation and support are available?
How can we test compatibility and security for our intended use?

Recorded source links

https://github.com/InternLM/MindSearch