{"id":"rustic-ai-codeprism","name":"codeprism","af_score":45.8,"security_score":30.0,"reliability_score":23.8,"what_it_does":"CodePrism is an MCP (Model Context Protocol) server that performs graph-based code intelligence and exposes multiple analysis/search/orchestration tools (e.g., repository stats, symbol/content search, dependency tracing, complexity/security/performance analysis). It can run over MCP transports such as stdio, HTTP, and SSE (per the README’s Mandrel harness description).","best_when":"You want an MCP-compatible, tool-based interface for code intelligence inside your own environment (local/controlled) and can supply a repository path for indexing.","avoid_when":"You need a hosted, internet-facing API with clear auth, rate limits, and documented operational reliability; or you cannot run the server in a trusted network/context.","last_evaluated":"2026-03-30T15:31:50.101909+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Server starts without a repository; tools may require a configured/selected repository path after MCP connection.","Tool input/output schema is implied but not fully specified in the provided README (may require checking docs/API.md).","No explicit rate-limit behavior or retry/backoff strategy is documented in the provided content."],"error_quality":0.0}