{"id":"sugon-mcp-server-elasticsearch","name":"sugon-mcp-server-elasticsearch","homepage":"https://pypi.org/project/sugon-mcp-server-elasticsearch/","repo_url":null,"category":"search","subcategories":[],"tags":["mcp","elasticsearch","search","agent-tools","retrieval"],"what_it_does":"Provides an MCP (Model Context Protocol) server that connects an agent to Elasticsearch to perform common Elasticsearch operations (e.g., querying and indexing/search-related actions) through MCP tools.","use_cases":["Agent-assisted search and retrieval from Elasticsearch","Automating exploration of Elasticsearch indices via natural-language requests","Building agent workflows that need access to indexed documents"],"not_for":["Direct public-facing deployment without network controls","Handling sensitive queries/operations without careful auth and logging review","Use cases requiring strict billing/rate-limit guarantees as a first-class feature"],"best_when":"You have a controlled environment (trusted network and users) and want an agent to interact with Elasticsearch through MCP tool calls.","avoid_when":"You need strong, documented auth/scoping for the MCP server itself or you cannot enforce egress/egress filtering to Elasticsearch.","alternatives":["Direct Elasticsearch REST API integration (via your own middleware)","OpenSearch MCP or other search MCP connectors (if available)","RAG pipelines using Elasticsearch as a backend without an MCP tool layer"],"af_score":39.2,"security_score":44.0,"reliability_score":27.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:43:19.919240+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":["Elasticsearch authentication configuration (details not provided in prompt)"],"oauth":false,"scopes":false,"notes":"Authentication/scoping for the MCP server itself is not described in the provided content. Elasticsearch auth may still be required/configurable."},"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 (likely a self-hosted MCP server)."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":39.2,"security_score":44.0,"reliability_score":27.5,"mcp_server_quality":55.0,"documentation_accuracy":40.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":0.0,"tls_enforcement":60.0,"auth_strength":50.0,"scope_granularity":20.0,"dependency_hygiene":50.0,"secret_handling":40.0,"security_notes":"Security posture depends heavily on how the MCP server is configured and deployed. TLS/auth to Elasticsearch are likely configurable, but the provided information does not confirm MCP server hardening (mTLS, authz, scoped permissions) or safe secret handling/log redaction. Treat as high-risk until verified with code/docs and runbooks.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":40.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"unknown","retry_guidance_documented":false,"known_agent_gotchas":["Agent may generate broad/expensive Elasticsearch queries; ensure query limits and guardrails","Index mappings and permissions may cause tool errors; pre-validate index access and schemas","If MCP tools support indexing/update operations, agents can unintentionally mutate data without strong guardrails"]}}