Vector Panda Documentation
Search and read Vector Panda docs: API operations, pricing, storage tiers, measured benchmarks.
Connect it
Settings → Connectors → Add custom connector
URL: https://www.vectorpanda.com/mcpSettings → Apps & Connectors → Advanced → Developer mode
Create connector with URL: https://www.vectorpanda.com/mcp{
"mcpServers": {
"docs": {
"url": "https://www.vectorpanda.com/mcp"
}
}
}claude mcp add --transport http docs https://www.vectorpanda.com/mcp{
"servers": {
"docs": {
"type": "http",
"url": "https://www.vectorpanda.com/mcp"
}
}
}8 tools, verified live
search_docsread-onlyFull-text search across Vector Panda concepts, tutorials, projects, and the engineering build log. Returns ranked matches with canonical URLs and freshness.
read_docread-onlyFetch the full Markdown of one document by its site path (for example /docs/concepts/embeddings-101), as returned by search_docs.
get_quickstartread-onlyThe Vector Panda quickstart: install the veep Python SDK, upload a file, and run similarity queries end to end.
get_api_operationread-onlyList 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.
get_pricingread-onlyCurrent storage-tier pricing, monthly usage credits, and billing cycle. Storage-only pricing: no per-query or egress fees.
get_benchmark_methodologyread-onlyMeasured benchmark results and full reproduction methodology (VectorDBBench through the public API), including dataset, recall, and cost.
compare_storage_tiersread-onlyHot, warm, and paused storage tiers: current per-GB prices with what each tier means for query latency and when to pick it.
list_supported_formatsread-onlyFile formats accepted for vector ingestion, from the canonical features page.
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