# GemForge (Google Gemini)

> Use this tool when you need to leverage advanced AI capabilities for search, reasoning, code analysis, and file operations, and want to simplify interactions with Google's Gemini models. GemForge-MCP solves problems of complex information retrieval, multimodal content processing, and API management, providing optimized tools and intelligent model selection. It takes in various file types and task requirements as input, and outputs formatted responses, making it ideal for developers seeking to streamline Gemini-powered tasks.

Canonical page: https://skillsregistry.net/skills/pv-bhat-gemforge  
JSON: https://api.skillsregistry.net/v1/skills/pv-bhat-gemforge

## Description

GemForge-MCP provides a specialized server that connects AI assistants to Google's Gemini models through optimized tools for search, reasoning, code analysis, and file operations. Built by PV-Bhat, it implements intelligent model selection based on task requirements, handles various file types including code repositories, and manages API rate limits with automatic fallbacks. The server uses TypeScript with a modular architecture that separates concerns into utility modules for request building, response formatting, and error handling. It's particularly valuable for developers who need to leverage Gemini's capabilities for complex reasoning, up-to-date information retrieval, and multimodal content processing without managing the complexities of the Gemini API directly.

## Trust

- **Trust score (0–1):** 0.56
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** productivity
- **Updated:** 2026-09-19

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/pv-bhat-gemforge)
- **Repository:** <https://github.com/pv-bhat/gemforge-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": "pv-bhat-gemforge"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/pv-bhat-gemforge` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/pv-bhat-gemforge/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