{"id":"naomori-test-mcp-server","name":"test-mcp-server","homepage":null,"repo_url":"https://github.com/naomori/test-mcp-server","category":"devtools","subcategories":[],"tags":["mcp","command-transport","tool-calling","go"],"what_it_does":"A basic Model Context Protocol (MCP) command server (command transport) that exposes named tools/operations such as a simple calculator (via operations like add/expression evaluation) and an example image retrieval tool (getImage).","use_cases":["Wiring an LLM/agent to a small set of deterministic command-style tools","Prototyping MCP tool calling with simple argument schemas","Educational/testing use of MCP command transport"],"not_for":["Production-grade computation/services requiring robust validation, observability, and strong security controls","Use cases that require complex workflows, streaming, or rich data retrieval guarantees","Handling untrusted user inputs without strict validation"],"best_when":"You need a minimal MCP server to test or demonstrate tool invocation patterns for an agent.","avoid_when":"You need enterprise-grade reliability, authentication/authorization, or documented operational guidance (timeouts, retries, rate limits).","alternatives":["Use an existing MCP server framework/library (community-maintained) with richer tooling contracts","Build a REST API/GraphQL tool backend and integrate via an HTTP connector (if agent supports it)","Use function calling directly (OpenAI/tool schema) when MCP is not required"],"af_score":27.8,"security_score":22.0,"reliability_score":15.0,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:21:33.889650+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/authorization details were provided in the available 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 provided; repository appears to be a test/prototype."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":27.8,"security_score":22.0,"reliability_score":15.0,"mcp_server_quality":35.0,"documentation_accuracy":30.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":0.0,"tls_enforcement":0.0,"auth_strength":10.0,"scope_granularity":10.0,"dependency_hygiene":50.0,"secret_handling":50.0,"security_notes":"Available content does not mention authentication/authorization, TLS requirements, input validation, logging/secret handling, or other security controls. As a test MCP server, treat as not production-hardened.","uptime_documented":0.0,"version_stability":20.0,"breaking_changes_history":20.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":"No guidance provided on idempotency semantics for operations.","pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["The README shows only example command payloads; it does not describe tool schemas, required/optional fields beyond examples, or response formats.","No documented error handling behavior, timeouts, or retry guidance for the MCP server."]}}