Vector Panda | the database for AI apps that search by meani
The database for AI apps that search by meaning. Find products, documents, or images by what they mean, not just the words they contain. Storage-only pricing, $5/mo in credits to start. No per-query fees, no egress, no surprise bills.
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https://www.vectorpanda.com/https://api.vectorpanda.com/mcpLast probed Nov 3, 2026 · api.vectorpanda.com
8tools discovered
Search documentation
Full-text search across Vector Panda concepts, tutorials, projects, and the engineering build log.
Read a document
Fetch the full Markdown of one document by its site path (for example /docs/concepts/embeddings-101), as returned by se…
Get the quickstart
The Vector Panda quickstart: install the veep Python SDK, upload a file, and run similarity queries end to end.
Look up an API operation
List public REST API operations, or pass one (e.g.
Get current pricing
Current storage-tier pricing, monthly usage credits, and billing cycle.
Get benchmark methodology
Measured benchmark results and full reproduction methodology (VectorDBBench through the public API), including dataset,…
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…
List supported ingest formats
File formats accepted for vector ingestion, from the canonical features page.
Schemas and invoke metadata: Directory API
Get your MCP into directories
A working endpoint is step one. Directory coverage is the coordinated launch across ChatGPT, Claude, Cursor, the MCP Registry, and community indexes.
Directory coverage for brandsThe database for AI apps that search by meaning. Find products, documents, or images by what they mean, not just the words they contain. Storage-only pricing, $5/mo in credits to start. No per-query fees, no egress, no surprise bills.
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
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