# agent-forge

> agent-forge — subhangisati-agent-forge. Use this tool when you need to configure and run AI agents locally for development and testing purposes, solving problems such as streamlining agent development and reducing reliance on paid API keys. It takes in agent configurations and task inputs, and outputs execution streams, tool calls, and conversation threads. Ideal for developers working with LangGraph, LangChain, and MCP who require a flexible and cost-effective agent development environment.

Canonical page: https://skillsregistry.net/skills/subhangisati-agent-forge  
JSON: https://api.skillsregistry.net/v1/skills/subhangisati-agent-forge

## Description

A developer-focused AI Agent Workspace built on LangGraph, LangChain, and MCP. Configure agents, connect MCP tool servers, run agents against tasks, stream execution, inspect tool calls, and review conversation threads. Runs locally with Ollama - no paid API keys required.

## Trust

- **Trust score (0–1):** 0.74
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** Apache-2.0
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/SubhangiSati/agent-forge)

## 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": "subhangisati-agent-forge"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/subhangisati-agent-forge` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/subhangisati-agent-forge/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