mcpeye

Mobile App Analytics

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This open-source, self-hosted analytics platform is designed to monitor and analyze the behavior, performance, and failure patterns of automated agents within MCP (Minecraft Pocket Edition) server environments. It captures detailed session data, including user intents, error rates, tool interactions, and unfulfilled requests, providing insights to identify hidden blind spots, optimize agent workflows, and improve overall system reliability. Key features include intent gap reporting, session replay, error tracking, ranking of unmet goals, and integration capabilities with multiple programming languages, making it ideal for developers, system administrators, and DevOps teams seeking to improve automation efficiency, troubleshoot silent failures, and develop a extensive understanding of agent interactions.

mcpeye can be found in Mobile App Analytics categories.

The most similar products to mcpeye are:

Usermaven Promoted → BlueRock →

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Details

mcpeye Main Features

• Open Source
  The product is open source and can be hosted on your own system.
• Self-Hosting
  You can run the system on your own servers, keeping your data private.
• Agent Tracking
  It tracks what your agents ask for and how they handle tasks.
• Easy Debugging
  You can see exactly what happened during an agent's session to find problems and improve your system.
• Session Replay
  You can watch a full replay of what an agent did, including tool calls, intents, and errors.
• Session Search
  Allows you to find and review specific agent sessions using user email or other details.
• Intent Gap Report
  This report lists the most common requests your tools couldn't do and what agents need that you don't have yet, helping you plan improvements.
• Failed Requests List
  Shows a ranked list of the requests that couldn't be satisfied by your tools.
• Missing Capabilities
  Lists features or tools that your agents requested but do not yet exist, ranked by confidence.
• Intent and Goal Analysis
  It finds out what your agents want to do and shows which goals they are missing or failing to complete.
• Works with Any MCP Server
  It works with any MCP server using different programming languages like TypeScript, Python, and Ruby.
• Error and Latency Monitoring
  It shows how often errors happen and the delays in your server, helping you know if it is working well.

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mcpeye Alternatives

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