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hindocharaj1997

Data Recon MCP Server

add_datasource

Register a new MySQL or Snowflake database connection to enable data reconciliation tasks. After adding, verify the connection using test_datasource.

Instructions

Register a new database connection (MySQL or Snowflake). AFTER USING: Always call test_datasource to verify the connection works. MySQL config: {host, port, username, password, database}. Snowflake config: {account, username, password, warehouse, database, schema}.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYesUnique name for this data source (e.g., 'mysql_prod', 'snowflake_dw')
typeYesDatabase type
connection_configYesConnection configuration object
Behavior3/5

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

No annotations provided, so description carries full burden. Indicates write operation and post-use step, but lacks detail on side effects, failure modes, or permissions.

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?

Three sentences with no waste: main action, post-use instruction, config details. Front-loaded and efficient.

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

Completeness4/5

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

Adequate for a registration tool with 3 required params and no output schema. Includes post-use step; could mention duplicate name handling or failure behavior.

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

Parameters4/5

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

Schema covers all parameters; description adds specific config fields for MySQL and Snowflake, providing meaning beyond the generic 'connection configuration object'.

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?

Clear verb 'register' and resource 'database connection' with explicit types (MySQL or Snowflake), distinguishing from sibling tools like list_datasources.

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?

Explicitly instructs to call test_datasource after use, but does not state when not to use or alternatives beyond that.

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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