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letoribo

mcp-graphql-enhanced

query-graphql

Perform GraphQL queries and mutations on a federated system, with support for variables and custom headers. Returns execution results or errors.

Instructions

Execute GraphQL operations (queries and mutations) against the federated system. WARNING: This tool performs remote operations. 'Mutation' operations will modify persistent state; execute these only when a state change is intended. Prerequisites: Verify schema structure using 'introspect-schema' before executing complex queries. Security: Inherits environment-based authentication. Returns: A JSON object containing the execution result ('data') or a list of 'errors' in case of failure.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesThe GraphQL query or mutation string.
variablesNoJSON string of variables for the operation.
headersNoJSON string of extra HTTP headers for the request.
Behavior5/5

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

No annotations exist, so description carries full burden. It discloses that operations are remote, mutations alter state, and the return format (data or errors). Also mentions security context. Comprehensive for a remote execution 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?

Four sentences, each adding value: purpose, warning, prerequisite, security, and return format. No unnecessary words; well-structured.

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?

Despite no output schema, description explains return format (data/errors). Covers prerequisites, security, and mutation warning. Adequate for a tool with one required parameter and no nested objects.

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?

Schema coverage is 100% (all three parameters have descriptions). The description does not add extra meaning beyond what the schema already provides; baseline is 3.

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 the tool executes GraphQL queries and mutations against a federated system. It differentiates from sibling 'introspect-schema' by focusing on execution rather than introspection.

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?

Explicitly warns about mutations modifying persistent state, recommends verifying schema with 'introspect-schema' first, and notes security inherits environment-based authentication. 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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