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Neko1313

graphlens-mcp

get_cross_language_calls

Identify nodes in different languages communicating with a specified node via shared boundaries like HTTP routes, gRPC, or queues to reveal cross-service connections.

Instructions

Return nodes in OTHER languages that communicate with node_id via shared boundaries (HTTP routes, gRPC, queues). Shows cross-service connections.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax nodes to return
node_idYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
countNo
errorNo
nodesNo
truncatedNo
resolver_statusNook
Behavior2/5

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

No annotations provided, so description must fully disclose behavior. It describes what the tool does but omits side effects, error conditions (e.g., node_id not found), authorization needs, or output format details, which could be partially covered by output schema but still lacking.

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?

Two sentences, action first, no redundant words. Efficient and well-structured.

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?

Output schema exists, so return values are covered. Description provides core purpose but could include edge cases or result limits. For a specific tool, it is reasonably complete.

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 has 2 params: node_id (undocumented) and limit (documented). Description adds context for node_id but not limit beyond schema. With 50% schema coverage, description partially compensates but not fully.

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 it returns nodes in other languages communicating via shared boundaries (HTTP, gRPC, queues), distinguishing it from siblings like get_callees/get_callers which likely operate within the same language.

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

Usage Guidelines3/5

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

Implied usage for cross-language communication discovery, but no explicit when-to-use/when-not-to-use or alternatives like get_callees/get_callers which may be more appropriate for same-language calls.

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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