Vector Panda Documentation
Search and read Vector Panda docs: API operations, pricing, storage tiers, measured benchmarks.
我該用這個嗎
品質與安全性
根據工具定義與協定合規性的自動化分析。
上下文成本
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案：
{
"mcpServers": {
"docs": {
"url": "https://www.vectorpanda.com/mcp"
}
}
}遠端端點
https://www.vectorpanda.com/mcpstreamable-http它能做什麼
工具清單
工具（8）
🟢search_docs(query, limit)
Full-text search across Vector Panda concepts, tutorials, projects, and the engineering build log. Returns ranked matches with canonical URLs and freshness.
輸入結構描述
{
"type": "object",
"properties": {
"query": {
"type": "string",
"description": "Search terms"
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 20,
"description": "Maximum results (default 5, cap 20)"
}
},
"required": [
"query"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢read_doc(path)
Fetch the full Markdown of one document by its site path (for example /docs/concepts/embeddings-101), as returned by search_docs.
輸入結構描述
{
"type": "object",
"properties": {
"path": {
"type": "string",
"description": "Site path of the document, e.g. /docs/tutorials/filter-syntax"
}
},
"required": [
"path"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_quickstart
The Vector Panda quickstart: install the veep Python SDK, upload a file, and run similarity queries end to end.
輸入結構描述
{
"type": "object",
"properties": {},
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_api_operation(operation)
List public REST API operations, or pass one (e.g. "POST /api/v1/query") for its parameters, request body, responses, and auth. Sourced from the published OpenAPI spec.
輸入結構描述
{
"type": "object",
"properties": {
"operation": {
"type": "string",
"description": "Operation key like \"POST /api/v1/query\"; omit to list all operations"
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_pricing
Current storage-tier pricing, monthly usage credits, and billing cycle. Storage-only pricing: no per-query or egress fees.
輸入結構描述
{
"type": "object",
"properties": {},
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_benchmark_methodology
Measured benchmark results and full reproduction methodology (VectorDBBench through the public API), including dataset, recall, and cost.
輸入結構描述
{
"type": "object",
"properties": {},
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢compare_storage_tiers
Hot, warm, and paused storage tiers: current per-GB prices with what each tier means for query latency and when to pick it.
輸入結構描述
{
"type": "object",
"properties": {},
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢list_supported_formats
File formats accepted for vector ingestion, from the canonical features page.
輸入結構描述
{
"type": "object",
"properties": {},
"$schema": "http://json-schema.org/draft-07/schema#"
}社群
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