Cortex vs MCP Server Ollama Bridge

In-depth architectural comparison of the Cortex and MCP Server Ollama Bridge 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 Cortex when:

• You need dedicated capabilities in the Aggregators domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
• Primary tools included: Local knowledge graph for project files, LLM-based entity and relationship extraction, Natural-language graph queries with citations.

Explore Cortex Details

Choose MCP Server Ollama Bridge when:

• You need dedicated capabilities in the Aggregators domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• You have access to required keys: OLLAMA_HOST.
• Primary tools included: Local Ollama server bridge, Support for Ollama models, Streaming responses.

Feature & Specification Comparison

Specification	Cortex gzoonet Aggregators	MCP Server Ollama Bridge jaspertvdm Aggregators
Summary	Local-first knowledge graph for developers. Watches project files, extracts entities and relationships via LLMs, builds a queryable knowledge graph with web dashboard and CLI. Provides 4 MCP tools: getstatus, listprojects, findentity, querycortex.	Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local models through MCP.
Category & Scope

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": {
    "gzoonet-cortex": {
      "command": "npx",
      "args": [
        "-y",
        "@gzoo/cortex"
      ]
    }
  }
}

{
  "mcpServers": {
    "jaspertvdm-mcp-server-ollama-bridge": {
      "command": "uvx",
      "args": [
        "mcp-server-ollama-bridge"
      ],
      "env": {
        "OLLAMA_HOST": "YOUR_OLLAMA_HOST_HERE"
      }
    }
  }
}

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