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mcp-server

Active·★ 81·Updated 2026-05-30
★ Essential★ Hidden Gem

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.

BitDive MCP Server is a Spring Boot application that acts as a Model Context Protocol (MCP) server, equipping AI agents with specialized tools. It enables AI assistants to programmatically interact with the BitDive monitoring system, facilitating the retrieval and analysis of trace data, performance metrics, and service maps.

#Spring Boot#Java
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#Monitoring
#APM
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#Distributed Tracing
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#Observability
$ Install
$ ./mvnw clean package && ./mvnw spring-boot:run
↗ Visit site★ GitHub
01

Features

01Retrieve full call traces and specific method executions by Call ID or time range.
02Access system-wide and module/service-specific performance metrics (Heap Maps).
03Get lists of recent execution traces (calls) for specific services.
04Exposes tools via MCP for AI agent interaction.
02

Compatibility

Java
Runtime
Verified via docs
Spring Boot
Framework
Verified via docs
PostgreSQL
Database
Verified via docs
Maven
Build Tool
Verified via docs
Docker
Deployment
Verified via docs
03

Quick start

1
$ ./mvnw clean package
2
$ ./mvnw spring-boot:run
04

Use cases

↳AI-driven automated troubleshooting by analyzing trace data for errors and bottlenecks.
↳Proactive monitoring and performance analysis by AI agents querying real-time metrics.
↳Enabling natural language interaction for developers to query monitoring data.
↳Integrating application performance data into broader AI-powered observability platforms.
05

Alternatives

awesome-mcp-servers logo
awesome-mcp-servers★ 88.2k
A collection of MCP servers.
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python-utcp logo
python-utcp★ 644
Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.
vs →
keep logo
keep★ 11.9k

Related searches

mcp-server AlternativesBest API Integration Tools 2026Open Source API Integrationmcp-server Tutorialmcp-server Vs CompetitorsSpring BootJavaMonitoring

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