5 tagged document retrieval, measured the same way as everything else here.
Skill Claude CodeCodex
Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, RAG applications, or document retrieval. Best for local development and open-source…
john-walkoe/pinecone_assistant_mcp
Skill Claude CodeCodex
Delegation and answer evaluation workflows for the Pinecone Assistant. Uses assistantchat as a sub-agent (Pinecone handles retrieval and synthesis internally) and evaluateanswer to validate answer correctness and completeness against ground truth. Use when Claude's context window is the primary constraint or when…
john-walkoe/pinecone_assistant_mcp
Skill Claude CodeCodex
USPTO patent law research using the Pinecone Assistant MCP with MPEP, examination guidelines, and training materials. Provides domain selection for all major patent law issues, USPTO-specific query patterns, and integration workflows with PFW, PTAB, FPD, and Citations MCPs. Use when researching patent law topics or…
john-walkoe/pinecone_assistant_mcp
Skill Claude CodeCodex
Research any document knowledge base using the Pinecone Assistant MCP. Guides optimal tool selection, token budget management, query formulation, and multi-assistant workflows. Use when the pineconeassistant MCP is connected and user asks to search, look up, find, or research topics in their documents. Triggers on…