MCP Local Rag vs Forge MCP

In-depth architectural comparison of the MCP Local Rag and Forge MCP MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

Choose MCP Local Rag when:

• You need dedicated capabilities in the Search & Data Extraction domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: Multi-engine search across 9+ backends, Multi-topic deep research, Semantic similarity ranking.

Explore MCP Local Rag Details

Choose Forge MCP when:

• You need dedicated capabilities in the Search & Data Extraction domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: API Key required (Freemium).
• You have access to required keys: FORGE_API_KEY.
• Primary tools included: embed, list_models.

Explore Forge MCP Details

Feature & Specification Comparison

Specification	MCP Local Rag nkapila6 Search & Data Extraction	Forge MCP VoxellInc Search & Data Extraction
Summary	"primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.	Official MCP server for Forge, Voxell's hosted text-embedding API. Generate vector embeddings (turbo 1024d, pro 2560d, ultra 4096d; Matryoshka truncation) for semantic search and RAG. npx -y @voxell/forge-mcp
Category & Scope	Search & Data Extraction

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "nkapila6-mcp-local-rag": {
      "command": "uvx",
      "args": [
        "--python=3.10",
        "--from",
        "git+https://github.com/nkapila6/mcp-local-rag",
        "mcp-local-rag"
      ]
    }
  }
}

{
  "mcpServers": {
    "voxellinc-forge-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@voxell/forge-mcp"
      ],
      "env": {
        "FORGE_API_KEY": "YOUR_FORGE_API_KEY_HERE"
      }
    }
  }
}

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