Pinecone Developer MCP

{ "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "indexes": { "description": "The indexes to search across. Records in each index should share a common schema.", "items": { "additionalProperties": false, "properties": { "name": { "description": "An index to search.", "type": "string" }, "namespace": { "description": "A namespace to search.", "type": "string" } }, "required": [ "name", "namespace" ], "type": "object" }, "type": "array" }, "query": { "additionalProperties": false, "description": "A query to search for records.", "properties": { "filter": { "description": "A filter can be used to narrow down results. Use the syntax of\n MongoDB's query and projection operators: $eq, $ne, $gt, $gte, $lt,\n $lte, $in, $nin, $exists, $and, $or. Make sure the records in the index\n contain the fields that you are filtering on." }, "inputs": { "additionalProperties": false, "properties": { "text": { "description": "The text to search for.", "type": "string" } }, "required": [ "text" ], "type": "object" }, "topK": { "description": "The number of results to return.", "type": "number" } }, "required": [ "topK", "inputs" ], "type": "object" }, "rerank": { "additionalProperties": false, "description": "Specifies how the results should be reranked. Use a \"query\" with a \"topK\"\n that returns more results than you need; then use \"rerank\" to select the\n most relevant \"topN\" results.", "properties": { "model": { "description": "Choose a reranking model:\n- \"cohere-rerank-3.5\" is Cohere's leading reranking model, balancing performance\nand latency for a wide range of enterprise search applications.\n- \"bge-reranker-v2-m3\" is a high-performance, multilingual reranking model that\nworks well on messy data and short queries expected to return medium-length\npassages of text (1-2 paragraphs).\n- \"pinecone-rerank-v0\" is a state of the art reranking model that out-performs\ncompetitors on widely accepted benchmarks. It can handle chunks up to 512 tokens\n(1-2 paragraphs).", "enum": [ "cohere-rerank-3.5", "bge-reranker-v2-m3", "pinecone-rerank-v0" ], "type": "string" }, "query": { "description": "An optional query to rerank documents against. If not specified, the\n same query will be used for both the initial search and the reranking.", "type": "string" }, "rankFields": { "description": "The fields to rerank on. This should include the field name specified\n in the index's \"fieldMap\". The \"bge-reranker-v2-m3\" and\n \"pinecone-rerank-v0\" models support only a single rerank field.\n \"cohere-rerank-3.5\" supports multiple rerank fields.", "items": { "type": "string" }, "type": "array" }, "topN": { "description": "The number of results to return after reranking. Must be less than or\n equal to the value of \"query.topK\".", "type": "number" } }, "required": [ "model", "rankFields" ], "type": "object" } }, "required": [ "indexes", "query", "rerank" ], "type": "object" }