# Unified MCP Framework

> Use this tool when you need to streamline interactions with multiple specialized servers, such as filesystem, browser, and GitHub, through a centralized host server. It solves problems of manual tool selection and orchestration, providing a unified interface for intelligent tool routing and real-time status monitoring. With inputs including user requests and server statuses, and outputs including executed tool traces and monitoring updates, use the Unified MCP Framework in contexts requiring automated and efficient server management.

Canonical page: https://skillsregistry.net/skills/om-shree-0709-unified-framework  
JSON: https://api.skillsregistry.net/v1/skills/om-shree-0709-unified-framework

## Description

A unified framework that orchestrates multiple specialized servers (filesystem, browser, and GitHub) through a centralized host server with intelligent tool selection. The implementation uses FastAPI for the backend with Google Generative AI integration for LLM-driven tool routing, falling back to heuristic selection when unavailable, and features a React frontend with real-time status monitoring and collapsible tool execution traces.

## Trust

- **Trust score (0–1):** 0.38
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

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

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/om-shree-0709-unified-framework)
- **Repository:** <https://github.com/om-shree-0709/major-project>

## 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": "om-shree-0709-unified-framework"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/om-shree-0709-unified-framework` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/om-shree-0709-unified-framework/pull`

---
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