Fish MCP Server

Compresses AI chat sessions into a typed knowledge graph. Local/offline via Ollama.

Local serverstdioPython

What is the Fish MCP Server?

Compresses AI chat sessions into a typed knowledge graph. Local/offline via Ollama.

What the server does

Converts raw AI chat (40k+ tokens) into a compact typed knowledge graph (~300–800 tokens) and writes it to .github/copilot-instructions.md or CLAUDE.md — automatically included in every AI turn across all modes (ask, edit, agent). No MCP server required for the core workflow.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

How to install the Fish MCP Server

{
  "mcpServers": {
    "fish-bridge": {
      "command": "uvx",
      "args": ["fish-bridge-mcp"],
      "env": {
        "FISH_BRIDGE_BACKEND": "your-value",
        "GEMINI_API_KEY": "your-value",
        "ANTHROPIC_API_KEY": "your-value",
        "OPENAI_API_KEY": "your-value"
      }
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

VariableDescriptionRequired
FISH_BRIDGE_BACKENDConfiguration value read at startup.Optional
GEMINI_API_KEYCredential the server authenticates with.Yes
ANTHROPIC_API_KEYCredential the server authenticates with.Yes
OPENAI_API_KEYCredential the server authenticates with.Yes

Frequently asked questions

Compresses AI chat sessions into a typed knowledge graph. Local/offline via Ollama. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.