Fish Bridge
Compresses AI chat sessions into a typed knowledge graph (~300–800 tokens). Works file-based in Copilot, Claude Code, Cursor, and Gemini CLI without MCP server mode. Supports local/offline extraction via Ollama — no API key required.
What is Fish Bridge?
Fish Bridge is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to compresses ai chat sessions into a typed knowledge graph (~300–800 tokens). works file-based in copilot, claude code, cursor, and gemini cli without mcp server mode. supports local/offline extraction ...
Compresses AI chat sessions into a typed knowledge graph (~300–800 tokens). Works file-based in Copilot, Claude Code, Cursor, and Gemini CLI without MCP server mode. Supports local/offline extraction via Ollama — no API key required.
This server falls under the Knowledge & Memory category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Compresses AI chat sessions into a typed knowledge graph (~3
Use Cases
Maintainer
Works with
Installation
PIP
pip install fish-bridge-mcpManual Installation
pip install fish-bridge-mcpConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about Fish Bridge
What is Fish Bridge?
Fish Bridge is a Model Context Protocol (MCP) server that compresses ai chat sessions into a typed knowledge graph (~300–800 tokens). works file-based in copilot, claude code, cursor, and gemini cli without mcp server mode. supports local/offline extraction via ollama — no api key required. It connects AI assistants to external tools and data sources through a standardized interface.
How do I install Fish Bridge?
Install via pip with: pip install fish-bridge-mcp. Then configure your AI client to connect to this MCP server.
Which AI clients work with Fish Bridge?
Fish Bridge works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is Fish Bridge free to use?
Yes, Fish Bridge is open source and available under the MIT License license. You can use it freely in both personal and commercial projects.
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Browse More Knowledge & Memory MCP Servers
Explore all knowledge & memory servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.
Set Up Fish Bridge in Your Editor
Choose your AI client for step-by-step setup instructions.
Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
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