# ReasonForge-MCP-Server

> ReasonForge-MCP-Server — roycoding8-reasonforge-mcp-server. Use this tool when you need to leverage a lightweight and accurate framework for small large language models (LLMs) to improve performance without sacrificing latency. It solves problems related to computational efficiency and accuracy by integrating SymPy and sandboxed Python, ideal for applications where massive parameter counts are not feasible. The ReasonForge-MCP-Server framework accepts specific inputs and outputs, providing a deterministic tool-calling interface for various use cases.

Canonical page: https://skillsregistry.net/skills/roycoding8-reasonforge-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/roycoding8-reasonforge-mcp-server

## Description

A deterministic tool-calling framework for small LLMs. Integrates SymPy and sandboxed Python to achieve better accuracy/latency without massive parameter counts.

## Trust

- **Trust score (0–1):** 0.88
- **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/RoyCoding8/ReasonForge-MCP-Server)

## 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": "roycoding8-reasonforge-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/roycoding8-reasonforge-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/roycoding8-reasonforge-mcp-server/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