# ToolForge MCP

> ToolForge MCP — thisisckm-org-toolforge-mcp. Use this tool when you need to streamline AI agent development by discovering and executing reusable Python tools with JSON input, or managing tool lifecycles. It solves problems of tool discovery, reuse, and governance, enabling efficient intent-based search and execution. Ideal for use cases requiring scalable and managed AI tooling, such as data processing, model training, or automation workflows.

Canonical page: https://skillsregistry.net/skills/thisisckm-org-toolforge-mcp  
JSON: https://api.skillsregistry.net/v1/skills/thisisckm-org-toolforge-mcp

## Description

A governed registry of reusable Python tools for AI agents, enabling search by intent, execution with JSON input, draft registration, and lifecycle management.

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/johofqwdcx)
- **Repository:** <https://github.com/ThisIsCKM-org/toolforge-mcp>

## 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": "thisisckm-org-toolforge-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/thisisckm-org-toolforge-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/thisisckm-org-toolforge-mcp/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