{"id":"iwaraxe-l10servermcp","name":"L10ServerMCP","homepage":null,"repo_url":"https://github.com/iWaraxe/L10ServerMCP","category":"devtools","subcategories":[],"tags":["mcp","ai-agents","java","tooling","integration"],"what_it_does":"MCP server implementation (Java) intended to expose tools/resources to AI agents via the Model Context Protocol. However, only repository metadata is available; no README, API surface, or MCP tool list was provided to verify behavior, endpoints, auth, or error handling.","use_cases":["Connecting an AI agent to external capabilities via MCP tools","Building agent workflows that require custom tool execution through an MCP interface"],"not_for":["Production use where security/reliability requirements require verified documentation and tested interfaces","Use as a drop-in API gateway/SDK provider without further interface verification"],"best_when":null,"avoid_when":null,"alternatives":["Use well-documented MCP servers from established vendors","Wrap your own functionality behind a REST API with an OpenAPI spec and/or an official SDK","Use existing agent tooling frameworks with built-in connectors (when available)"],"af_score":25.2,"security_score":23.5,"reliability_score":30.0,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T20:01:14.363641+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 available data (only GitHub API metadata). Auth strength and scope granularity 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":"No pricing or hosted service information available; treated as repository code only."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":25.2,"security_score":23.5,"reliability_score":30.0,"mcp_server_quality":30.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":0.0,"tls_enforcement":40.0,"auth_strength":20.0,"scope_granularity":0.0,"dependency_hygiene":30.0,"secret_handling":30.0,"security_notes":"No code-level or deployment-level evidence was provided (TLS requirements, auth mechanism, secret handling patterns, dependency list/CVEs). Scores are low-to-uncertain rather than claiming insecure behavior.","uptime_documented":0.0,"version_stability":50.0,"breaking_changes_history":50.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["No verified tool schema or error contract was provided; agents may need to probe behaviors","No confirmed idempotency semantics for repeated tool calls","Auth/rate-limit/retry behavior could differ from agent expectations without documentation"]}}