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sourav-spd

AWS S3 Connector MCP Server

by sourav-spd

Import Parquet to Table

import_parquet_to_table

Import data from a Parquet file in S3 into an existing S3 table. Ensures schema compatibility between the file and table.

Instructions

Reads data from a Parquet file stored in S3 and imports it into an existing S3 table. The table must already exist. The Parquet file schema must be compatible with the table's schema.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
uriYesREST URI for Iceberg catalog
regionYesAWS region for S3Tables/Iceberg REST endpoint
s3_urlYesThe S3 URL of the Parquet file (format: s3://bucket-name/key)
namespaceYesThe namespace. Must be 1-255 characters long.
warehouseYesWarehouse string for Iceberg catalog
table_nameYesThe table name. Must be 1-255 characters long.
catalog_nameNoCatalog name
preserve_caseNoPreserve case of column names
rest_signing_nameNoREST signing name
rest_sigv4_enabledNoEnable SigV4 signing
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, so description carries full burden. It discloses that it reads from S3, imports into existing table, and requires schema compatibility. However, it omits details on failure behavior, idempotency, permissions, or whether data is appended or replaced. Adequate but lacks depth.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, front-loaded with the action. No redundant words. Every sentence adds value: first the action, then prerequisites.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

No output schema, so description should clarify return value (e.g., success, row count). It doesn't. With 10 parameters, description is brief and doesn't explain parameter interplay. Sibling tools are not contrasted. However, core flow is sufficiently covered.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Input schema has 100% description coverage, providing baseline of 3. Description adds no parameter-specific semantics beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states it imports Parquet data into an existing S3 table, with specific verb 'imports' and resource 'S3 table'. It distinguishes from siblings like import_csv_to_table (CSV) and create_table (table creation) by specifying Parquet and existing table requirement.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Description provides usage context: table must exist and schema compatibility required. It implicitly differentiates from CSV import, but does not explicitly mention when to use alternatives. No exclusions or alternative tool names are given.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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