{"id":"project-kb-mcp-server","name":"project-kb-mcp-server","homepage":"https://pypi.org/project/project-kb-mcp-server/","repo_url":"https://github.com/yourusername/project-kb-mcp-server","category":"devtools","subcategories":[],"tags":["mcp","agent-tools","knowledge-base","project-kb"],"what_it_does":"An MCP (Model Context Protocol) server package intended to expose Project KB functionality to MCP-capable agents. The provided input does not include README/repo contents, so the specific tools, endpoints, and behaviors cannot be confirmed.","use_cases":["Enable an MCP-capable agent to query and interact with a project knowledge base","Provide structured tool access from an LLM/agent to project-scoped KB operations"],"not_for":["Direct end-user applications without an MCP client","Production usage where auth, rate limits, and tool semantics must be verified from documentation"],"best_when":null,"avoid_when":null,"alternatives":["Use a REST API or GraphQL service for KB operations (with OpenAPI/SDL and SDKs)","Use a vector search service + documented tool layer","Implement an MCP server with explicit tool schemas and tested operational guidance"],"af_score":28.8,"security_score":41.5,"reliability_score":5.0,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:47:53.789914+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":null},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":null},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":28.8,"security_score":41.5,"reliability_score":5.0,"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":50.0,"auth_strength":40.0,"scope_granularity":20.0,"dependency_hygiene":50.0,"secret_handling":50.0,"security_notes":"No repository/doc/manifest details were provided, so TLS/auth/secret handling and dependency hygiene cannot be verified. Treat as unassessed until documentation is reviewed.","uptime_documented":0.0,"version_stability":0.0,"breaking_changes_history":0.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["MCP tool schemas and failure modes are not provided here; agents may need to handle unknown errors and ambiguous tool outputs","Without documented pagination/filtering semantics, agents may over-fetch or miss results"]}}