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Different services, configurations and billing units may not be directly comparable. Unknown means the directory lacks matching evidence.
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Public facts and sources for your The AI Agent Market shortlist
Free individual plan: $0 with limited usage and model availability; Pro individual plan: $20/month; included quota plus optional extra usage; Max individual plan: $200/month; higher included quota; Teams: Confirm a quote: the pricing page and billing guide disagree about the $80 base/minimum and $40 full-seat charges; Enterprise: Custom quoteView source ↗ (opens in a new tab)
Pro and Max are single-user plans with usage quotas; extra usage costs more. Teams sources conflict: the pricing page says $80/month plus $40 per full seat, while the billing guide describes an $80/month minimum satisfied by seats and prepaid credits. Confirm the total before buying. Flex-seat usage draws from shared credits. The limited Free plan does not establish unlimited cloud-agent access.View source ↗ (opens in a new tab)
Free individual plan: $0 with limited usage and model availability; Pro individual plan: $20/month; included quota plus optional extra usage; Max individual plan: $200/month; higher included quota; Teams: Confirm a quote: the pricing page and billing guide disagree about the $80 base/minimum and $40 full-seat charges; Enterprise: Custom quoteView source ↗ (opens in a new tab)
Pro and Max are single-user plans with usage quotas; extra usage costs more. Teams sources conflict: the pricing page says $80/month plus $40 per full seat, while the billing guide describes an $80/month minimum satisfied by seats and prepaid credits. Confirm the total before buying. Flex-seat usage draws from shared credits. The limited Free plan does not establish unlimited cloud-agent access.View source ↗ (opens in a new tab)
Paid monthly plan starts at $20 with 4,000 monthly credits. A $40 tier lists 8,000 credits; the $200 tier lists 40,000. Annual billing is a separate commitment. Unused monthly credits reset each cycle; usage needs and any separate hosting or integration charges should be checked.
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Manus is a general-purpose agent product for research, website creation and other multi-step tasks. Its paid plans use credits, with higher allocations available. Compare the plan allowance, task concurrency and separate hosting or integration costs against the workflow you intend to run.
Oldest linked check: 2026-10-24. A check date is not confirmation of present availability.
Open-source repository; infrastructure and model usage may cost extra.
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An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.
Oldest linked check: 2026-09-02. A check date is not confirmation of present availability.
Confirm current pricing at the linked primary source.
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The modelcontextprotocol/servers repository holds reference implementations for the Model Context Protocol maintained by the MCP steering group. They are educational examples for developers building their own servers, not production-ready solutions.
Oldest linked check: 2026-09-28. A check date is not confirmation of present availability.
Open-source repository; hosting and upstream API costs vary.
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AWS Labs publishes a suite of open source MCP servers for AWS services. AWS notes that the Agent Toolkit for AWS is the successor to these servers, plugins, and skills.
Oldest linked check: 2026-09-28. A check date is not confirmation of present availability.
Open-source repository; hosting and upstream API costs vary.
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MCP Toolbox for Databases is an open source MCP server from Google that connects AI agents, IDEs, and applications to enterprise databases. It also works as a framework for building custom database tools.
Oldest linked check: 2026-09-28. A check date is not confirmation of present availability.
Pro plan $100 monthly per user, as printed on the vendor pricing page. A Free plan at $0 monthly per user is also listed.
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Metaview is the Agentic Recruiting Platform built for radically efficient hiring, end to end. Source, engage, and hire better with agents that truly get your brief. Description taken from the vendor's own site.
Oldest linked check: 2026-10-28. A check date is not confirmation of present availability.