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malkreide

lobbywatch-mcp

by malkreide

lobbywatch_get_lobbygruppe

Read-onlyIdempotent

Fetch a Swiss lobby group along with its affiliated organizations and parliamentarians from the Lobbywatch database.

Instructions

Fetch a lobby group (interessengruppe) from the live Lobbywatch dataIF, including its connected organisations and parliamentarians.

Uses the live REST API since this endpoint returns fresh data.

Use cases: - "Look up 'economiesuisse' and list connected MPs" - "Who's affiliated with the lobby group #42?" - "Show me all parliamentarians linked to the pharma lobby"

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
name_or_idYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
sourceNoData: Lobbywatch.ch — CC BY-SA 4.0 (https://creativecommons.org/licenses/by-sa/4.0/). Not an official register; community-researched records.
provenanceYesWhich endpoint / dump the payload came from
lobbygruppeNo
Behavior4/5

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

Annotations already indicate read-only and idempotent behavior. The description adds transparency by noting the live REST API and fresh data, plus the inclusion of connected entities. No contradictions, but more detail on rate limits or auth could further enhance.

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 is concise with a clear purpose statement followed by illustrative use cases. Every sentence adds value, and the structure is front-loaded.

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?

The description adequately covers what the tool does, including its return content (connected organisations and parliamentarians). With an output schema available, further detail on return format is unnecessary.

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 input schema has no parameter descriptions (0% coverage), but the description compensates by showing examples of using a name or ID, clarifying the parameter's purpose and format.

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 the tool fetches a lobby group including connected organisations and parliamentarians. It is specific and distinguishes from sibling tools that focus on individual parliamentarians, rankings, or transparency quotes.

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?

The description provides example use cases that illustrate common queries, giving clear context for when to use the tool. However, it lacks explicit guidance on when not to use it or alternatives among siblings.

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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