A
licenseA
qualityC
maintenanceTrack brand visibility across ChatGPT, Perplexity, Claude, and Gemini.
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"Startups in AI, Large Language Models, and AI Agents" matching MCP servers:
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- Flicense-qualityBmaintenanceUniversal database copilot for diagnostics, operations, and performance analysis via MCP and CLI.
@margint-ai/mcpofficial
AlicenseAqualityDmaintenanceEnables querying Margint per-customer AI margins and costs from MCP clients. Provides tools to list customers, drill into costs, check budgets, and view workspace-wide cost breakdowns.4101MIT- AlicenseAqualityAmaintenanceProvides AI-aware failover for Mihomo proxy on macOS by validating real OpenAI paths and switching proxy groups after verified hard failures. It offers a local stdio MCP server for diagnostics, status, and safe management of the AI proxy group.20MIT
- AlicenseAqualityDmaintenanceEnables LLMs to query telemetry data via the Spyglass AI agent, providing intelligent insights about application performance, errors, and bottlenecks.1MIT
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- Alicense-qualityAmaintenanceHealth Check AI - MCP server providing AI-powered tools and automation by MEOK AI Labs10MIT
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- Alicense-qualityDmaintenanceA MCP server for tracking AI usage metrics and structured logs across applications. Monitor model calls, analyze usage patterns, track costs, and debug AI interactions.10MIT
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- Flicense-qualityBmaintenanceEnables secure execution of Python code, SQL queries, and metric fetching through MCP with ephemeral Docker sandboxing.
- AlicenseAqualityAmaintenanceA read-only MCP server for querying AI provider administration APIs, providing normalized usage, cost, and dashboard data for OpenAI and Anthropic.49MIT
- Flicense-qualityDmaintenancePaid remote MCP for AI Studio Workspace with approval gate, structured receipts, audit logs, and reviewer-ready evidence, enabling workspace change checks, model run approval, spend estimation, and audit export.
