# graphql-agent-toolkit

> Use this tool when you need to integrate AI agents with GraphQL APIs, enabling seamless interaction and data exchange. It solves problems of API complexity and compatibility by introspecting schemas and exposing queries and mutations as tools. The toolkit accepts GraphQL API connections as input and outputs executable queries and mutations, ideal for use cases requiring automated data retrieval and manipulation.

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

## Description

Enables AI agents to interact with any GraphQL API by introspecting the schema and exposing queries and mutations as MCP tools, with built-in pagination, semantic search, and framework adapters.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/uguwc5jw6e)
- **Repository:** <https://github.com/mstuart/graphql-agent-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": "mstuart-graphql-agent-toolkit"
    }
  }
}
```

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