Skip to main content
Glama

gograph_capabilities

Read-onlyIdempotent

List all available MCP tools with their purposes and recommended workflows to orient your agent before querying.

Instructions

List all available gograph MCP tools, their purposes, and recommended agent workflows. No prerequisites — this tool always works regardless of graph state. Read-only; no side effects, credentials, or network access. WHEN TO USE: Call once per session to orient before issuing analytical queries. NOT TO USE: Do not repeat after capabilities are cached in context. RETURNS: Structured JSON with all ~50 tool names, one-line purposes, recommended workflow sequences (before_edit, after_edit, etc.), and known static-analysis limitations.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

Annotations already provide readOnlyHint=true and destructiveHint=false. The description adds specifics: 'Read-only; no side effects, credentials, or network access.' This provides extra context beyond annotations.

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?

Description is concise (4 sentences) with clear sections (description, when/not to use, returns). Every sentence serves a purpose.

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?

Given 0 parameters, no output schema, and annotations covering safety, the description is complete. It explains purpose, usage, and return value adequately.

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?

No parameters (0 params, schema coverage 100%). With 0 params, baseline is 4. The description adds return format details (Structured JSON with tool names, purposes, workflows) which is useful.

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 available gograph MCP tools, their purposes, and recommended agent workflows.' It uses a specific verb (list) and resource (available tools), and distinguishes from sibling tools which are individual analytical tools.

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?

Explicit 'WHEN TO USE' and 'NOT TO USE' sections: 'Call once per session to orient before issuing analytical queries' and 'Do not repeat after capabilities are cached in context.' Also mentions no prerequisites.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/ozgurcd/gograph'

If you have feedback or need assistance with the MCP directory API, please join our Discord server