{"id":"rlm-mcp-server","name":"rlm-mcp-server","homepage":"https://pypi.org/project/rlm-mcp-server/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","agent-tools","tooling","integration"],"what_it_does":"An MCP (Model Context Protocol) server package intended to expose some set of capabilities to MCP-compatible agents/tools (\"rlm\" suggests integration with an RLM-related system). The provided prompt contains only the package name and no repository/README details, so the exact tools/capabilities are not verifiable from the supplied data.","use_cases":["Integrating an MCP-capable agent with a specific backend/tooling provided by the rlm ecosystem","Providing agent-accessible operations through MCP tool interfaces","Enabling local or hosted agent-to-service tool calls via MCP"],"not_for":["Production usage where exact tool contracts, authentication, and data handling are unknown","Use cases requiring a documented REST/GraphQL/SDK interface (none is confirmed here)","Security/compliance-sensitive deployments without verified TLS/auth and dependency details"],"best_when":null,"avoid_when":null,"alternatives":["Direct REST API integration (if available for the underlying service)","Using an official SDK (if available) rather than an MCP wrapper","Another MCP server with published tool specs, auth requirements, and error-handling documentation"],"af_score":26.5,"security_score":17.5,"reliability_score":20.0,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:45:38.948617+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"No authentication details were provided in the input, so auth method/requirements cannot be confirmed."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing cannot be determined from the provided information."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":26.5,"security_score":17.5,"reliability_score":20.0,"mcp_server_quality":40.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":0.0,"tls_enforcement":20.0,"auth_strength":20.0,"scope_granularity":0.0,"dependency_hygiene":30.0,"secret_handling":20.0,"security_notes":"No concrete information about TLS, authentication, scope granularity, dependency scanning, or secret handling was included. Scores are therefore conservative/placeholder based on lack of evidence.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":30.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["MCP tool contracts, parameter schemas, and error semantics are not verifiable from the provided data; agent behavior may be brittle without confirmed tool definitions.","Retry/idempotency semantics are unknown; agents should assume non-idempotent operations unless documented otherwise."]}}