{"repo":"bitDive/mcp-server","free":true,"listed":false,"github":"https://github.com/bitDive/mcp-server","clone":"git clone https://github.com/bitDive/mcp-server.git","description":"BitDive Model Context Protocol (MCP) server. The Autonomous Quality Loop for AI agents. Provides real runtime context, before/after trace comparison, and integration testing workflows.","language":"Python","stars":77,"topics":["ai-agents","bitdive","llm-tools","mcp","mcp-server","model-context-protocol","observability","python","trace-analysis","trace-analysis-tool"],"license":null,"category":"mcp-servers","readme_excerpt":"BitDive MCP Server Python MCP server for BitDive trace analysis, request reproduction, and regression management. This repository exposes BitDive monitoring and QA operations to MCP clients such as Cursor, Claude Desktop, and other agent runtimes. The implementation lives in server.py and connects to the BitDive Monitoring API while adding its own formatting, normalization, and comparison logic on top. Use this repository from the python-mcp-server branch. Demo Watch the BitDive product demo on YouTube: - https://www.youtube.com/watch?v=WqtLXcODz8I Overview This server is not just a thin API proxy. It wraps BitDive API endpoints and makes them usable for agent workflows: - compact heatmap summaries for discovery - readable trace summaries instead of raw JSON only - Bash and PowerShell reproduction commands from captured requests - before/after trace comparison with payload and contract drift reporting - SQL normalization and volatile-field filtering to reduce noisy diffs - automatic secret redaction and chronological child-call ordering on trace paths - test-group inspection and regression-management flows What It Is For Use this server when an AI agent or developer needs to: - discover which module, service, class, or entrypoint is active - fetch recent or historical traces - inspect a trace without manually parsing BitDive JSON - reproduce a captured web request locally - compare two traces after a code change - track how behavior evolved across multiple runs - inspect and ","default_branch":null,"files":null,"tree":[],"storefront":"/r/bitDive","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/bitDive/mcp-server/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}