Is io.github.MakeaMouse/fish-bridge-mcp safe to use?

io.github.MakeaMouse/fish-bridge-mcp has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install io.github.MakeaMouse/fish-bridge-mcp?

io.github.MakeaMouse/fish-bridge-mcp supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can io.github.MakeaMouse/fish-bridge-mcp do?

io.github.MakeaMouse/fish-bridge-mcp provides 9 tools: record_turn, get_context, get_focus, mark_resolved, add_node and 4 more. See the full tools list on the server page for descriptions and parameters.

What AI clients work with io.github.MakeaMouse/fish-bridge-mcp?

io.github.MakeaMouse/fish-bridge-mcp is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.

Is io.github.MakeaMouse/fish-bridge-mcp actively maintained?

io.github.MakeaMouse/fish-bridge-mcp is actively maintained — last commit was 13 days ago. It has 1 GitHub stars.

io.github.MakeaMouse/fish-bridge-mcp

fish-bridge-mcp

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

1 9 tools GitHub PyPI

No known CVEs

No license

Actively maintained

Last commit 13d ago

Works with most clients

Transport: stdio, sse, http

9 tools · ~382 tok

Grade A · 0.2% of 200K ctx

Edit this pageView history

AI / ML

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-makeamouse-fish-bridge-mcp": {
      "args": [
        "fish-bridge-mcp"
      ],
      "command": "uvx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-makeamouse-fish-bridge-mcp)](https://mcppedia.org/s/io-github-makeamouse-fish-bridge-mcp)

Read me

What io.github.MakeaMouse/fish-bridge-mcp does

Session-scoped knowledge graph engine for AI chat context compression.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

uvx 'fish-bridge-mcp' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

85/100across 5 weighted dimensions

How we score →

0255075100

−15

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked fish-bridge-mcp against OSV.dev.

Inventory

Tools (9)

Click any tool to inspect its schema.

~382 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.MakeaMouse/fish-bridge-mcp safe to use?: io.github.MakeaMouse/fish-bridge-mcp has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.github.MakeaMouse/fish-bridge-mcp?: io.github.MakeaMouse/fish-bridge-mcp supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can io.github.MakeaMouse/fish-bridge-mcp do?: io.github.MakeaMouse/fish-bridge-mcp provides 9 tools: record_turn, get_context, get_focus, mark_resolved, add_node and 4 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.github.MakeaMouse/fish-bridge-mcp?: io.github.MakeaMouse/fish-bridge-mcp is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is io.github.MakeaMouse/fish-bridge-mcp actively maintained?: io.github.MakeaMouse/fish-bridge-mcp is actively maintained — last commit was 13 days ago. It has 1 GitHub stars.

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Community

Discussion

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Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Edit this pageView history

AI / ML

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-makeamouse-fish-bridge-mcp": {
      "args": [
        "fish-bridge-mcp"
      ],
      "command": "uvx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-makeamouse-fish-bridge-mcp)](https://mcppedia.org/s/io-github-makeamouse-fish-bridge-mcp)

Read me

What io.github.MakeaMouse/fish-bridge-mcp does

Session-scoped knowledge graph engine for AI chat context compression.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

uvx 'fish-bridge-mcp' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

README

fish_bridge

Session-scoped knowledge graph engine for AI chat context compression.

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.

Raw session (40k tokens) → [fish_bridge] → Compressed graph (350 tokens)
                                              written to copilot-instructions.md
                                              picked up by every AI turn automatically

Install

Don't have uv? Get it first: curl -LsSf https://astral.sh/uv/install.sh | sh (macOS/Linux) or see uv docs. It replaces pip + pipx + pyenv in one tool — no virtualenv management needed.

Recommended — uv tool install (installs both the fish-bridge CLI and fish-bridge-mcp MCP server on your PATH):

# Local Ollama backend — free, offline (requires Ollama running)
uv tool install fish-bridge-mcp

# Gemini backend (~$0.0002/turn, ~95% quality — recommended cloud option)
uv tool install "fish-bridge-mcp[gemini]"
export GEMINI_API_KEY=...

# Claude backend (~$0.002/turn, ~97% quality)
uv tool install "fish-bridge-mcp[claude]"
export ANTHROPIC_API_KEY=sk-ant-...

# OpenAI backend (~$0.0003/turn, ~93% quality)
uv tool install "fish-bridge-mcp[openai]"
export OPENAI_API_KEY=sk-...

# Everything
uv tool install "fish-bridge-mcp[all]"

After install, two commands are available on your PATH:

fish-bridge — the main CLI (ingest, compile, show, serve, ...)
fish-bridge-mcp — the MCP server for VS Code agent mode

MCP config only (no permanent install needed): use uvx directly in your .vscode/mcp.json — it downloads and runs the MCP server on demand:

{ "command": "uvx", "args": ["fish-bridge-mcp"] }

See the MCP server section below for the full config.

Traditional pip install (for embedding fish-bridge as a library in your own Python project)

pip install fish-bridge-mcp
pip install "fish-bridge-mcp[gemini]"   # with Gemini backend
pip install "fish-bridge-mcp[claude]"   # with Claude backend
pip install "fish-bridge-mcp[all]"      # everything

2-minute quickstart

# 1. Initialize for your project
fish-bridge init --tool copilot --project ./

# 2. Ingest the latest Copilot session (auto-discovers JSONL on macOS/Linux/Windows)
fish-bridge ingest --source copilot

# 3. View the graph
fish-bridge show

# 4. Compile to your instructions file (done automatically after ingest)
fish-bridge compile

That's it. .github/copilot-instructions.md now contains a ~350-token compressed summary of your session, replacing raw history in every future turn.

Backends

Backend	Install extra	Model	Quality	Cost/turn
`local` (Ollama)	(none — requires Ollama)	qwen2.5:7b	~85%	$0
`gemini`	`[gemini]`	gemini-2.5-flash	~95%	~$0.0002
`openai`	`[openai]`	gpt-4.1-mini	~93%	~$0.0003
`claude`	`[claude]`	claude-opus-4-7	~97%	~$0.002
`hybrid`	`[claude]` or `[openai]`	local+cloud	best	mixed

Configure with:

fish-bridge config --backend gemini
# or set GEMINI_API_KEY / ANTHROPIC_API_KEY / OPENA

... [View full README on GitHub](https://github.com/makeamouse/fish-bridge-mcp#readme)

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

85/100across 5 weighted dimensions

How we score →

0255075100

−15

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked fish-bridge-mcp against OSV.dev.

Inventory

Tools (9)

Click any tool to inspect its schema.

~382 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.MakeaMouse/fish-bridge-mcp safe to use?: io.github.MakeaMouse/fish-bridge-mcp has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.github.MakeaMouse/fish-bridge-mcp?: io.github.MakeaMouse/fish-bridge-mcp supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can io.github.MakeaMouse/fish-bridge-mcp do?: io.github.MakeaMouse/fish-bridge-mcp provides 9 tools: record_turn, get_context, get_focus, mark_resolved, add_node and 4 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.github.MakeaMouse/fish-bridge-mcp?: io.github.MakeaMouse/fish-bridge-mcp is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is io.github.MakeaMouse/fish-bridge-mcp actively maintained?: io.github.MakeaMouse/fish-bridge-mcp is actively maintained — last commit was 13 days ago. It has 1 GitHub stars.