{"id":"bitdive-mcp-server","name":"mcp-server","af_score":36.2,"security_score":48.2,"reliability_score":20.0,"what_it_does":"BitDive MCP Server is a Spring Boot (Java) application that exposes a Model Context Protocol (MCP) server interface (SSE) providing AI agents tools to query BitDive monitoring data such as call traces, performance/heap maps at various levels (system/module/service/class), and recent calls for a service.","best_when":"You run BitDive infrastructure (self-hosted or BitDive Cloud) and want an MCP-enabled observability/trace toolset for AI agents.","avoid_when":"You need documented, machine-friendly auth (outside prompt-based token injection) or you require clear published rate-limit/error/retry semantics for safe automated use.","last_evaluated":"2026-03-30T13:49:07.653780+00:00","has_mcp":true,"has_api":false,"auth_methods":["API key / token (TOKEN_SECRET referenced in application.yml; README states key is passed via prompts/rules)"],"has_free_tier":false,"known_gotchas":["Authentication appears to rely on injecting an API key via agent prompts/rules rather than a dedicated MCP auth mechanism documented in the README","No documented rate limits, retry/backoff behavior, or structured error payload examples are provided in the README"],"error_quality":0.0}