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Vector Panda Documentation

com.vectorpanda/docs
Herramientas para desarrolladores Conocimiento y documentación Público y accesible MCP 2025-11-25

Qué hace este MCP

Searches and reads Vector Panda documentation covering API operations, pricing, storage tiers, formats, quickstarts, and benchmarks.

Capacidades

Herramientas

8 herramientas
compare_storage_tiers
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.
Solo lectura Idempotente
Esquema de entrada 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
get_api_operation
Look up an API operation
List public REST API operations, or pass one (e.g. "POST /api/v1/query") for its parameters, request body, responses, and auth. Sourced from the published OpenAPI spec.
Solo lectura Idempotente
Esquema de entrada 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'operation': {'type': 'string', 'description': 'Operation key like "POST /api/v1/query"; omit to list all operations'}}, 'additionalProperties': False}
get_benchmark_methodology
Get benchmark methodology
Measured benchmark results and full reproduction methodology (VectorDBBench through the public API), including dataset, recall, and cost.
Solo lectura Idempotente
Esquema de entrada 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
get_pricing
Get current pricing
Current storage-tier pricing, monthly usage credits, and billing cycle. Storage-only pricing: no per-query or egress fees.
Solo lectura Idempotente
Esquema de entrada 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
get_quickstart
Get the quickstart
The Vector Panda quickstart: install the veep Python SDK, upload a file, and run similarity queries end to end.
Solo lectura Idempotente
Esquema de entrada 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
list_supported_formats
List supported ingest formats
File formats accepted for vector ingestion, from the canonical features page.
Solo lectura Idempotente
Esquema de entrada 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
read_doc
Read a document
Fetch the full Markdown of one document by its site path (for example /docs/concepts/embeddings-101), as returned by search_docs.
Solo lectura Idempotente
Esquema de entrada 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['path'], 'properties': {'path': {'type': 'string', 'description': 'Site path of the document, e.g. /docs/tutorials/filter-syntax'}}, 'additionalProperties': False}
search_docs
Search documentation
Full-text search across Vector Panda concepts, tutorials, projects, and the engineering build log. Returns ranked matches with canonical URLs and freshness.
Solo lectura Idempotente
Esquema de entrada 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['query'], 'properties': {'limit': {'type': 'integer', 'maximum': 20, 'minimum': 1, 'description': 'Maximum results (default 5, cap 20)'}, 'query': {'type': 'string', 'description': 'Search terms'}}, 'additionalProperties': False}
Historial

Cambios recientes en herramientas

Añadido
list_supported_formats
17 de September de 2026 a las 12:38
Añadido
compare_storage_tiers
17 de September de 2026 a las 12:38
Añadido
get_benchmark_methodology
17 de September de 2026 a las 12:38
Añadido
get_pricing
17 de September de 2026 a las 12:38
Añadido
get_api_operation
17 de September de 2026 a las 12:38
Añadido
get_quickstart
17 de September de 2026 a las 12:38
Añadido
read_doc
17 de September de 2026 a las 12:38
Añadido
search_docs
17 de September de 2026 a las 12:38
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