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hindocharaj1997

Data Recon MCP Server

list_datasources

Retrieve a list of all registered data sources to verify available connections before reconciliation.

Instructions

List all registered data sources. FIRST STEP: Always check what data sources are available before doing any work. If empty, guide user to add data sources with add_datasource.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

Without annotations, the description carries the full burden. It correctly identifies the tool as listing data sources (a read operation), which is transparent. No behavioral traits beyond listing are needed, though a mention of non-destructiveness would improve it.

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?

The description consists of two concise sentences. The purpose is stated first, followed by crucial usage guidance. No word is wasted.

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

Completeness5/5

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

For a zero-parameter, no-output-schema tool, the description covers the purpose, usage context, and referral to a sibling. It is complete and leaves no ambiguity.

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?

The tool has no parameters with 100% schema coverage, so the baseline is 4. The description adds no parameter info, which is acceptable since there are no parameters.

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?

The description clearly states 'List all registered data sources.' with a specific verb and resource, and it distinguishes itself from sibling tools like add_datasource, remove_datasource, and test_datasource.

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

Usage Guidelines5/5

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

The description explicitly indicates this is the 'FIRST STEP' and advises what to do if the list is empty: 'guide user to add data sources with add_datasource.' This provides clear when-to-use and when-not-to-use guidance.

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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