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fish-bridge — Session Knowledge Graph

Compresses AI chat sessions into a typed knowledge graph.

Connector by MakeaMouse · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 2
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/makeamouse-fish-bridge-mcp

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

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

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
6 read · 4 write · 0 delete
Secrets
3 (API keys, tokens or passwords)
Install scripts
Not scanned yet
Runs as
Python package

Tools by what they do 10

Read from the source code; the running server may list different tools.

Read 6 · Look things up without changing anything.

  • export_session
  • extract_graph
  • get_context
  • get_focus
  • list_deferred
  • show_active

Write 4 · Create, change, send or run things.

  • add_node
  • import_session
  • mark_resolved
  • record_turn

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • ANTHROPIC_API_KEY
  • GEMINI_API_KEY
  • OPENAI_API_KEY

Tools (10)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • add_node

    Manually add a node to the session graph. Args: label: Short descriptive label (≤8 words). node_type: One of: question | decision | concept | skill | file | error | task summary: Optional 1-2 sentence description. status: Optional status (default depends on type).

  • export_session

    Return the full session graph as a JSON string. Useful for saving a portable snapshot or importing into another session. The JSON can be saved as a .chatgraph.json file and imported with `fish-bridge import <file>`.

  • extract_graph

    Extract a knowledge graph from the provided AI exchange.

  • get_context

    Return the current compressed session context as XML. This is the same content written to .github/copilot-instructions.md. Use this when you need to recall the session state mid-conversation.

  • get_focus

    Return a query-scoped subgraph context XML. Finds the nodes most relevant to *query* and their graph neighborhood. Use this for targeted technical questions where full session context is too broad. Args: query: Natural language question or topic (e.g. "CORS headers configuration")

  • import_session

    Load a prior session graph and merge it into the current session. Pass the JSON content of a .chatgraph.json file (from export_session or `fish-bridge export`). Deferred nodes from the prior session become active; resolved and adopted decisions carry forward. Returns a summary of how many nodes and edges were merged.

  • list_deferred

    Return all deferred items in the current session as plain text. Shows questions, tasks, decisions, and errors that have been parked. Use `mark_resolved` or `fish-bridge resolve` to act on them.

  • mark_resolved

    Mark a question, task, or error as resolved. Args: label: The label of the node to resolve (partial match, case-insensitive). note: Optional note explaining how it was resolved.

  • record_turn

    Ingest one user/assistant exchange into the session graph. Call this after each response in agent mode. The graph is updated incrementally — no full re-extraction required. Returns a brief acknowledgement with node/edge counts.

  • show_active

    Return the active session thread as plain text (not XML). Lists open questions, pending tasks, active errors, and key decisions.

Signals

Stars
2
Forks
0
Open issues
0
Weekly downloads
33
Last commit
May 20, 2026 (5 months ago)
Last release
May 17, 2026 (5 months ago)
Last package publish
May 17, 2026 (5 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name
io.github.MakeaMouse/fish-bridge-mcp
Version
0.1.3
Auth
API key
Packages
pypi fish-bridge-mcp
License
MIT
Repository
github.com/MakeaMouse/fish-bridge-mcp
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql
Cite this page

fish-bridge — Session Knowledge Graph MCP server. Agent Mart. https://agentmart.dev/connectors/makeamouse-fish-bridge-mcp (last updated 2026-10-24)