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inbarajaldrin

NetworkX Graph MCP Server

create_state_graph

Create directed state or decision graphs with cycles to model processes, workflows, or branching scenarios for analysis and visualization.

Instructions

Create a new state/decision graph (directed, cycles allowed).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
graph_idYes
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It states the tool creates a new graph but doesn't disclose behavioral traits such as what happens if the graph_id already exists, whether creation is idempotent, permissions required, or what the response includes. This leaves significant gaps for a mutation tool.

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 a single, efficient sentence that directly states the tool's action and key characteristics (directed, cycles allowed). There's no wasted text, making it easy to parse and understand quickly.

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

Completeness2/5

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

Given no annotations, no output schema, and low schema description coverage, the description is incomplete. It doesn't cover parameter details, behavioral aspects like error handling, or what the tool returns, which is inadequate for a creation tool in a complex graph system with many siblings.

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?

The input schema has 1 parameter with 0% description coverage, so the description must compensate. It doesn't explain the 'graph_id' parameter's purpose, format, or constraints (e.g., uniqueness, length). However, with only one parameter, the baseline is higher, but the description adds no value beyond the schema's structure.

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

Purpose4/5

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

The description clearly states the verb 'create' and the resource 'state/decision graph', specifying it's directed and allows cycles. However, it doesn't distinguish this tool from its sibling 'import_graph' which might also create graphs, leaving some ambiguity about when to use one versus the other.

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

Usage Guidelines2/5

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

The description provides no guidance on when to use this tool versus alternatives like 'import_graph' or 'list_state_graphs' for checking existing graphs. It mentions no prerequisites, constraints, or typical scenarios for creating a graph, offering minimal usage context.

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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