{"id":"solargis-documentation-mcp-server","name":"solargis.documentation-mcp-server","homepage":"https://pypi.org/project/solargis.documentation-mcp-server/","repo_url":"https://github.com/solargis/mcp.git","category":"devtools","subcategories":[],"tags":["mcp","documentation","knowledge-base","ai-assistants","python"],"what_it_does":"This repository is a collection of Model Context Protocol (MCP) servers related to Solargis, including a “Solargis Documentation MCP Server” that provides access to the latest Solargis documentation.","use_cases":["Let an AI assistant browse/retrieve Solargis documentation via a standardized MCP tool interface","Build RAG or doc-Q&A workflows grounded in Solargis documentation through an MCP-compatible client","Programmatically fetch and cite relevant Solargis documentation content during model-assisted support or analysis"],"not_for":["Direct access to Solargis operational data/APIs unless explicitly supported by the specific MCP server","A fully featured developer platform with REST/GraphQL/SDKs beyond the MCP server(s) provided here","Production deployments where strong, clearly documented security/auth, rate limits, and operational SLOs are required"],"best_when":"You want standardized tool access for Solargis documentation inside an MCP-capable agent/runtime.","avoid_when":"You require a documented authentication scheme, explicit rate-limit behavior, or verified reliability/SLA details from the repository root README alone.","alternatives":["Use Solargis documentation directly via web access/scraping (if permitted) or vendor-provided search","Build your own doc indexing pipeline (e.g., crawl + embed + retrieve) without MCP","Use any existing Solargis API/SDK (if available) rather than documentation scraping","Other MCP servers from third parties that provide documentation retrieval for different services"],"af_score":37.5,"security_score":26.5,"reliability_score":12.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:44:03.959566+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 is described in the provided README content. MCP servers may have their own auth, but it is not visible 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 is provided in the repository README excerpt."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":37.5,"security_score":26.5,"reliability_score":12.5,"mcp_server_quality":45.0,"documentation_accuracy":35.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":90.0,"rate_limit_clarity":0.0,"tls_enforcement":50.0,"auth_strength":10.0,"scope_granularity":0.0,"dependency_hygiene":40.0,"secret_handling":40.0,"security_notes":"From the provided README excerpt, there is no stated authentication/authorization, scope model, or rate-limit policy. Security posture cannot be confirmed without inspecting the specific MCP server implementation and its documentation/config.","uptime_documented":0.0,"version_stability":30.0,"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":["Repository root README does not include the MCP server’s tool list, schemas, or error/response formats; those details may exist only in the server subdirectory.","Rate limits, auth requirements, and operational behavior are not stated in the provided content, so agent clients may need to implement conservative backoff and handle unknown failures."]}}