{"id":"zhdddd-mcp-knowledge-server","name":"zhdddd-mcp-knowledge-server","homepage":"https://github.com/yourusername/mcp-knowledge-server","repo_url":"https://github.com/yourusername/mcp-knowledge-server","category":"ai-ml","subcategories":[],"tags":["mcp","agentic-ai","knowledge-retrieval","rag","tooling"],"what_it_does":"An MCP (Model Context Protocol) knowledge server package that likely exposes knowledge retrieval/tools to MCP-capable agents. (No README/repo contents were provided, so exact functions, tool names, and data sources cannot be verified.)","use_cases":["Letting LLM agents query a knowledge base through MCP tools","RAG-style question answering over an indexed corpus (if configured by the server)","Enabling agent workflows that need tool-based knowledge lookup"],"not_for":["Producing authoritative facts without verifying the underlying knowledge source","Handling sensitive/regulated data without confirmed access controls and deployment hardening","Direct end-user UI workflows (it is an agent/tool backend)"],"best_when":"You have an MCP-capable agent/runtime and want a knowledge-retrieval tool surface to integrate via MCP.","avoid_when":"You cannot validate how the server loads/stores documents, what it returns, and how it secures requests.","alternatives":["Generic MCP “filesystem”/“web”/“search” tools if available in your stack","Hosted search/RAG services (depending on your data/security needs)","Custom REST/GraphQL knowledge APIs with OpenAPI specs for tighter contract control"],"af_score":32.2,"security_score":29.0,"reliability_score":20.0,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:37:06.844298+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":["unknown"],"oauth":false,"scopes":false,"notes":"No authentication details were provided in the supplied prompt/data. MCP servers commonly run locally or behind a network boundary; exact auth (if any) 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 information was provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":32.2,"security_score":29.0,"reliability_score":20.0,"mcp_server_quality":45.0,"documentation_accuracy":25.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":10.0,"tls_enforcement":30.0,"auth_strength":20.0,"scope_granularity":20.0,"dependency_hygiene":40.0,"secret_handling":40.0,"security_notes":"No concrete security implementation details were provided. MCP servers can expose internal knowledge; ensure TLS, authentication/authorization, least-privilege access, and safe logging/secret handling in your deployment. Validate dependency hygiene and scanning in the repo before use.","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":["Unverified tool schema: without tool descriptions/examples, agents may mis-call tools or omit required parameters.","Unverified knowledge source + indexing: responses may depend heavily on local indexing/config and may be inconsistent until built.","No confirmed rate limiting or timeouts: agents may need to implement their own request pacing and timeout handling."]}}