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Most reliable approval AI agent tools

As of the latest check, Glimind tracks 14 approval AI agent (MCP) tools, of which 5 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
decide_approval
ai.last-price/pricing
healthyApprove or reject an action held for approval. Approving lets whoever asked repeat the same request once; rejecting keeps it held back for galternatives
apply_analyst_proposal
ai.last-price/pricing
healthyApprove and apply a proposal the pricing analyst made (an analyst.* approval, listed in get_analyst_brief and list_approvals). Its stored caalternatives
reject_commerce_proposal
ai.last-price/pricing
healthyReject a drafted price proposal. A reason is required and kept in the audit trail. proposal_id is the id from list_commerce_proposals. Needsalternatives
approve_commerce_proposal
ai.last-price/pricing
healthyApprove a drafted price proposal so it can be pushed to the store. proposal_id is the id from list_commerce_proposals. Deciding is for the walternatives
get_approval
ai.last-price/pricing
healthyRead one approval: the held action, who asked, its status, the reason given and when it was decided. approval_id is the id from list_approvaalternatives
updateProxyAppointment
atled-workflow/AgileWorks MCP Server
unknown代理承認更新APIalternatives
deleteProxyAppointment
atled-workflow/AgileWorks MCP Server
unknown代理承認削除APIalternatives
disableProxyAppointment
atled-workflow/AgileWorks MCP Server
unknown代理承認適用終了APIalternatives
approve_approval
sai-feishu-mcp
unknownApprove a pending approval taskalternatives
list_approval_instances
sai-feishu-mcp
unknownList approval instancesalternatives
reject_approval
sai-feishu-mcp
unknownReject a pending approval taskalternatives
addProxyAppointment
atled-workflow/AgileWorks MCP Server
unknown代理承認作成APIalternatives
findProxyAppointment
atled-workflow/AgileWorks MCP Server
unknown代理承認参照APIalternatives
get_approval_instance_detail
sai-feishu-mcp
unknownGet details of an approval instancealternatives

FAQ

What are the most reliable approval MCP tools right now?

As of the latest check, Glimind tracks 14 approval AI agent (MCP) tools, of which 5 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.

How does Glimind rank approval tools?

Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.

What if a approval tool I need is down?

Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.

Live data via MCP/REST. Neutral ratings — Glimind only measures.

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