fish-bridge — Session Knowledge Graph runs on your own machine — the client starts it, so there is no endpoint to ping. 99 installs a week from pypi. Last commit 20 May 2026.
Compresses AI chat sessions into a typed knowledge graph. Local/offline via Ollama.
We read the source, 23 h ago · rules 3dff92dd89df
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
subprocess.run([editor, tmp_path], check=True)
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add fish-bridge-mcp -- uvx fish-bridge-mcp
{
"mcpServers": {
"fish-bridge-mcp": {
"args": [
"fish-bridge-mcp"
],
"command": "uvx"
}
}
}
[mcp_servers.fish-bridge-mcp]
command = "uvx"
args = ["fish-bridge-mcp"]
{
"mcpServers": {
"fish-bridge-mcp": {
"args": [
"fish-bridge-mcp"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"fish-bridge-mcp": {
"args": [
"fish-bridge-mcp"
],
"command": "uvx"
}
}
}
This one needs environment variables set before it will start:
ANTHROPIC_API_KEY (API key for Claude extraction backend (omit when using local/Ollama)), OPENAI_API_KEY (API key for OpenAI extraction backend (omit when using local/Ollama)), GEMINI_API_KEY (API key for Gemini extraction backend (omit when using local/Ollama)).
The author declared them in the registry entry; get the values from the project itself.
Open-source LLM knowledge base: team chat into a typed knowledge graph and auto-generated wiki.
Indexes codebase into a local knowledge graph with 40+ AI tools and codebase-guard.
Distill AI coding sessions into weekly reports, ADRs and a knowledge graph - self-hosted
Mines git history for file co-change patterns into a queryable knowledge graph via MCP.
Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.
Map text into knowledge graphs to create a structured representation of conceptual relations and t…
Persistent memory for AI tools. Local-first knowledge graph with hybrid search.
Local knowledge graph memory MCP server for AI assistants.
Answers built from our own checks of this server.