# GraphQL Toolkit

> Use this tool when you need to enable Large Language Models (LLMs) to interact with GraphQL APIs dynamically, solving the problem of integrating AI assistants with existing APIs without prior schema knowledge. It takes GraphQL API endpoints and custom headers as input and outputs retrieved schemas and executed query results, with support for local schema files and containerized deployment. This toolkit is ideal for developers seeking to automate API discovery and usage in AI-powered applications.

Canonical page: https://skillsregistry.net/skills/kailashappdev-graphql-toolkit  
JSON: https://api.skillsregistry.net/v1/skills/kailashappdev-graphql-toolkit

## Description

GraphQL MCP Toolkit is a server implementation that enables LLMs to interact with GraphQL APIs through schema introspection and query execution. It provides two main tools: one for retrieving GraphQL schemas and another for executing queries against endpoints, with mutations disabled by default as a security measure. The implementation supports custom headers for authentication, local schema files as an alternative to introspection, and is containerized for easy deployment. Particularly valuable for developers who want to give AI assistants the ability to discover and use GraphQL APIs dynamically without requiring prior knowledge of the schema.

## Trust

- **Trust score (0–1):** 0.64
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-09-02

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/kailashappdev-graphql-toolkit)
- **Repository:** <https://github.com/kailashappdev/graphql-mcp-toolkit>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "kailashappdev-graphql-toolkit"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/kailashappdev-graphql-toolkit` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/kailashappdev-graphql-toolkit/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt