{"id":"q-workspace-mcp-server","name":"q-workspace-mcp-server","homepage":"https://pypi.org/project/q-workspace-mcp-server/","repo_url":"https://github.com/jikjeong/q-workspace-mcp-server","category":"devtools","subcategories":[],"tags":["mcp","agent-tools","workspace","devtools","ai-integration"],"what_it_does":"q-workspace-mcp-server is an MCP server package intended to expose functionality around a “q workspace” to AI agents via the Model Context Protocol, enabling agents to query and/or operate on workspace-related resources.","use_cases":["Connect an AI agent to workspace/context data for retrieval and workflow automation","Build agent tools that interact with workspace artifacts (e.g., files, resources, or project state) without custom REST glue code","Enable agent-driven operations in a controlled environment through MCP tool calls"],"not_for":["Production-grade automation requiring explicit SLAs, guarantees, or detailed operational guidance (not provided here)","Use cases needing public REST/GraphQL/SDK interfaces (not evidenced)","Environments requiring strong, documented auth and secret management guarantees (not evidenced)"],"best_when":"You already run MCP-enabled agents/clients and want workspace capabilities exposed as MCP tools.","avoid_when":"You need well-documented auth, rate limits, error semantics, pagination/idempotency guarantees, or a public REST/SDK integration path (none evidenced from the provided data).","alternatives":["Other MCP servers for the same domain (if available)","Direct integration via the underlying q/workspace APIs (if exposed) rather than MCP","Custom REST/GraphQL wrapper around workspace functionality (if you control the environment)"],"af_score":34.8,"security_score":31.0,"reliability_score":20.0,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:46:38.643173+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 mechanism details were provided in the supplied content; MCP servers often run locally or behind an agent-hosted transport, but this cannot be confirmed here."},"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 was provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":34.8,"security_score":31.0,"reliability_score":20.0,"mcp_server_quality":55.0,"documentation_accuracy":30.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":0.0,"tls_enforcement":50.0,"auth_strength":20.0,"scope_granularity":10.0,"dependency_hygiene":40.0,"secret_handling":40.0,"security_notes":"Security posture cannot be verified from provided information. Treat the MCP server as potentially sensitive: ensure transport encryption, restrict network access, and avoid exposing workspace data/tools to untrusted agents/clients. Dependency hygiene and secret handling are unknown.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":20.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Without explicit tool schemas and error contracts, agents may not know which actions are safe to retry.","If workspace operations are non-idempotent (writes/side effects), agents should avoid blind retries unless the API/tooling documents idempotency."]}}