{"id":"zk-doc-mcp-server","name":"zk-doc-mcp-server","homepage":"https://pypi.org/project/zk-doc-mcp-server/","repo_url":"https://github.com/zkoss/zk-doc-mcp","category":"ai-ml","subcategories":[],"tags":["mcp","ai-agents","documentation","zk","zero-knowledge","retrieval"],"what_it_does":"An MCP (Model Context Protocol) server package intended to expose zk-related documentation/knowledge to AI agents (\"zk-doc\"). The repository name suggests MCP integration, but no README/package manifest details were provided here to confirm exact tools, endpoints, data sources, or behavior.","use_cases":["Provide zk (zero-knowledge) documentation/context to an MCP-capable agent","Enable an agent workflow that can retrieve and cite zk-related docs during planning/execution","Bridge agent calls to zk documentation knowledge without hard-coding content into the agent prompt"],"not_for":["Production systems that require strict, auditable API contracts without verified documentation","Use cases needing enterprise-grade authentication/authorization and compliance guarantees (not evidenced here)","Environments that cannot vet dependency security or runtime behavior (not evidenced here)"],"best_when":"You want an MCP-capable agent to access zk documentation/tooling during interactive sessions, and you can review the repo for concrete tool definitions, error handling, and security posture.","avoid_when":"You need guaranteed reliability, documented idempotency, or clear rate-limit/error semantics without having reviewed the server implementation and docs.","alternatives":["Use a documented REST/GraphQL API with an OpenAPI spec and stable error codes","Use a retrieval system (RAG) with a well-documented vector-search API instead of an MCP doc server","Use an existing zk knowledge base/search API (if available) with proper auth and auditing"],"af_score":31.8,"security_score":30.0,"reliability_score":21.2,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:36:52.314308+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 provided in the prompt; MCP servers may run locally or require host-side access controls, but this cannot be confirmed from the given information."},"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; cannot determine whether it is a hosted service or a self-hosted package."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":31.8,"security_score":30.0,"reliability_score":21.2,"mcp_server_quality":40.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":70.0,"rate_limit_clarity":0.0,"tls_enforcement":30.0,"auth_strength":30.0,"scope_granularity":20.0,"dependency_hygiene":30.0,"secret_handling":40.0,"security_notes":"No security implementation details provided. Since this is an MCP server, security depends heavily on how it is hosted (TLS, network exposure) and how secrets/config are handled in the repo/runtime. Review dependencies, transport configuration, and logging for sensitive data before use.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":30.0,"error_recovery":25.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Without tool/response schemas, agents may hallucinate supported operations or arguments.","MCP servers sometimes rely on local filesystem/network resources; agents may fail if paths/credentials are not configured.","If the server returns large doc payloads without pagination/limits, agents may truncate context or hit token limits.","If error objects/messages are not structured, agents may not implement reliable retry/fallback logic."]}}