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Vector Panda Documentation

Search and read Vector Panda docs: API operations, pricing, storage tiers, measured benchmarks.

Connector by vectorpanda.comOfficial · Domain verified by the MCP Registry

IndexedLicense unknownRemote (HTTP)
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Install

Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/vectorpanda-com-docs

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Remote endpoint

  • https://www.vectorpanda.com/mcp Remote (HTTP)

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About

Search and read Vector Panda docs: API operations, pricing, storage tiers, measured benchmarks.

Reviews

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No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
8 read · 0 write · 0 deleteRead-only
Secrets
None asked for
Install scripts
Nothing to install (hosted)
Runs as
Hosted (remote endpoint)

Tools by what they do 8

From the running server's own tool list (tools/list) on Oct 25, 2026.

Read 8 · Look things up without changing anything.

  • compare_storage_tiers
  • get_api_operation
  • get_benchmark_methodology
  • get_pricing
  • get_quickstart
  • list_supported_formats
  • read_doc
  • search_docs

Network hosts it talks to 1

  • vectorpanda.com · found in remote endpoint, install command

Files it touches

  • Any path the agent passes to its tools

Tools (8)

As the server listed them on Oct 25, 2026. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • compare_storage_tiersCompare storage tiersread-only

    Hot, warm, and paused storage tiers: current per-GB prices with what each tier means for query latency and when to pick it.

  • get_api_operationLook up an API operationread-only

    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.

  • get_benchmark_methodologyGet benchmark methodologyread-only

    Measured benchmark results and full reproduction methodology (VectorDBBench through the public API), including dataset, recall, and cost.

  • get_pricingGet current pricingread-only

    Current storage-tier pricing, monthly usage credits, and billing cycle. Storage-only pricing: no per-query or egress fees.

  • get_quickstartGet the quickstartread-only

    The Vector Panda quickstart: install the veep Python SDK, upload a file, and run similarity queries end to end.

  • list_supported_formatsList supported ingest formatsread-only

    File formats accepted for vector ingestion, from the canonical features page.

  • read_docRead a documentread-only

    Fetch the full Markdown of one document by its site path (for example /docs/concepts/embeddings-101), as returned by search_docs.

  • search_docsSearch documentationread-only

    Full-text search across Vector Panda concepts, tutorials, projects, and the engineering build log. Returns ranked matches with canonical URLs and freshness.

Signals

Last release
Sep 7, 2026 (1 month ago)

Details

Registry name
com.vectorpanda/docs
Version
1.0.0
Auth
Auth not stated
License
License unknown
Website
www.vectorpanda.com/docs
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registry

More from vectorpanda.com

Cite this page

Vector Panda Documentation MCP server. Agent Mart. https://agentmart.dev/connectors/vectorpanda-com-docs (last updated 2026-10-24)