{"id":"uh-joan-pubmed-mcp-server","name":"uh-joan-pubmed-mcp-server","homepage":"https://pypi.org/project/uh-joan-pubmed-mcp-server/","repo_url":"https://github.com/uh-joan/pubmed-mcp-server","category":"ai-ml","subcategories":[],"tags":["mcp","pubmed","literature-search","biomedical","retrieval","agent-tools"],"what_it_does":"An MCP server package that provides PubMed-related capabilities to an agent via the Model Context Protocol. It is intended to let an AI agent query and retrieve PubMed article data as part of a tool-using workflow.","use_cases":["Agent-assisted literature search over PubMed","Retrieval of PubMed metadata (e.g., titles/authors/abstracts) for summarization","Evidence gathering for research or systematic review support","Quick discovery of biomedical articles by query terms"],"not_for":["Running as a general-purpose PubMed scraper outside an agent/tool workflow","Production workloads that require strict guarantees about PubMed response accuracy or latency without verification","Use cases requiring authenticated access to restricted biomedical datasets"],"best_when":"When you want an AI agent to perform structured literature discovery and fetch PubMed content through MCP tools.","avoid_when":"When you need high-volume throughput, strict rate-limit compliance guarantees, or you cannot tolerate potential failures from external PubMed/network dependencies.","alternatives":["Direct PubMed E-utilities (Entrez) via HTTP","Third-party biomedical literature search APIs (subject to licensing)","Other existing MCP servers for bibliographic/academic search (if available)"],"af_score":49.2,"security_score":38.0,"reliability_score":25.0,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:41:03.475318+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":"Auth details are not provided in the supplied content. Many MCP servers either use no auth (local) or rely on the MCP host’s authentication; this cannot be confirmed here."},"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":49.2,"security_score":38.0,"reliability_score":25.0,"mcp_server_quality":55.0,"documentation_accuracy":45.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":90.0,"rate_limit_clarity":20.0,"tls_enforcement":60.0,"auth_strength":25.0,"scope_granularity":15.0,"dependency_hygiene":45.0,"secret_handling":50.0,"security_notes":"No code/README details were provided here to verify TLS, auth, scope enforcement, dependency health, or secret handling. Treat as unverified. Since the service likely makes outbound requests to PubMed, ensure SSRF protections if any URL/endpoint inputs are accepted.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":30.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":"Likely read-only operations (PubMed search/fetch) are effectively idempotent, but the supplied info does not confirm tool semantics or retry/idempotency guarantees.","pagination_style":"unknown","retry_guidance_documented":false,"known_agent_gotchas":["PubMed lookups may fail due to network timeouts or upstream rate limiting; ensure the agent can handle transient failures.","If the MCP server exposes free-text search, the agent may need to sanitize/limit queries to avoid excessively broad searches.","If pagination (PMID lists, result sets) is not clearly defined, the agent may miss results or loop while paging."]}}