{"id":"rustic-ai-codeprism","name":"codeprism","homepage":"https://rustic-ai.github.io/codeprism/","repo_url":"https://github.com/rustic-ai/codeprism","category":"devtools","subcategories":[],"tags":["mcp","code-intelligence","code-analysis","static-analysis","graph-analysis","rust","developer-tools","agent-tools"],"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).","use_cases":["AI-assisted codebase understanding (symbols, paths, dependencies)","Automated architecture/design analysis (patterns, inheritance, decorators)","Code review and refactoring impact analysis","Static analysis workflows (complexity, unused code, duplication, security/performance)","Building agentic developer workflows via MCP tools and batch execution"],"not_for":["Running untrusted/anonymous clients without isolation (the tool performs local repository indexing/analysis)","Security scanning with an assumption of comprehensive vulnerability coverage","Production environments that require documented SLAs, explicit versioning policy, or strong authentication/authorization for the MCP server","Use cases needing strict pagination contracts, rate-limit guarantees, or consistent error-code documentation"],"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.","alternatives":["Other MCP code intelligence servers (varies by language coverage)","Local static analysis tools + LSP (e.g., language servers, ripgrep/ctags) combined with agent orchestration","Graph-based code indexing tools (e.g., sourcegraph-like approaches)","Custom tree-sitter/AST tooling with bespoke agent wrappers"],"af_score":45.8,"security_score":30.0,"reliability_score":23.8,"package_type":"mcp_server","discovery_source":["github"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T15:31:50.101909+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":null,"has_sdk":true,"sdk_languages":["Rust"],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"README examples show running the MCP server via a local command with environment variables (e.g., CODEPRISM_PROFILE, RUST_LOG). No authentication/authorization mechanism for MCP access is described in the provided README content."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing information for a hosted service was provided. Appears to be open-source software built/run by the user."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":45.8,"security_score":30.0,"reliability_score":23.8,"mcp_server_quality":82.0,"documentation_accuracy":65.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":20.0,"rate_limit_clarity":15.0,"tls_enforcement":50.0,"auth_strength":15.0,"scope_granularity":10.0,"dependency_hygiene":35.0,"secret_handling":45.0,"security_notes":"The provided README does not specify authentication/authorization, TLS requirements, or access controls for the MCP server. The server analyzes code and may ingest repository contents from user-specified paths (e.g., REPOSITORY_PATH), which increases risk if exposed to untrusted networks/clients. Security analysis is offered as a tool, but there is no documented guarantee of completeness or safeguards against prompt/tool injection or scanning arbitrary sensitive files beyond normal operator responsibility.","uptime_documented":0.0,"version_stability":45.0,"breaking_changes_history":20.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":"The README describes tool functions but does not document idempotency semantics for repeated calls (e.g., re-indexing behavior).","pagination_style":"none","retry_guidance_documented":false,"known_agent_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."]}}