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Agent-first MCP server for capturing and recalling ideas — the agent's and their human's.

Project description

ideahub-mcp

An agent-first MCP server for capturing and recalling ideas — the agent's and their human's.

The primary user is a model. Tools are short, imperative, example-laden; errors carry a repair path; scope and actor resolve from context so the agent doesn't have to ask.

Tools

Tool Purpose
capture Durable idea. Use when work produces something worth preserving beyond the task.
checkpoint Lightweight working-memory trace. Use mid-task for observations, decisions, next steps.
dump Text-blob summary of the scoped corpus under a token budget.
search FTS5 + bm25 ranked search with snippets.
list Filter ideas by scope, actor, tags, date range.
get Full detail for one idea, with notes and outbound links.
related Nearest neighbors by tag overlap → shared originator → recency.
annotate Append a free-text note to an idea without mutating it.
archive Hide an idea; write a typed archive note with reason.
link Connect two ideas (related, supersedes, evolved_from, duplicate).
recognize Inspect the actor table.
ping Cheap no-side-effect health probe for connection/debugging.

Writeback Loop

ideahub-mcp is designed to behave like working memory for an agent, not just searchable storage. Two write verbs close that loop:

  • capture writes a durable idea that should survive the task.
  • checkpoint writes a lightweight in-flight trace — observations, decisions, assumptions, open questions — without the semantic weight of a full idea.

All write-path verbs (capture, checkpoint, annotate, link) accept an optional task_ref — an opaque free-form string that groups every write from the same task so the stream can be reconstructed later.

capture and checkpoint return scored annotate_candidates and related_candidates in their response so the model sees where a fresh trace probably belongs (usually as an annotation on an existing idea) without having to search. Checkpoints are default-excluded from search, list, and dump so cheap traces do not bleed into orientation surfaces — opt in with include_checkpoints=True.

Discovery And Health

ideahub-mcp is intentionally tool-first, not resource-first. A client may show a healthy connection even when list_resources() is sparse or empty.

To make discovery cheap and host-agnostic, the server exposes:

  • ping: a no-side-effect tool for "is the server connected and responsive?"
  • ideahub://status: a status resource that reports package version, storage paths, and the current tool surface

That design supports hosts that favor different MCP surfaces. Some clients reason primarily over tools. Others probe resources first. A healthy server should be easy to verify in either style.

For the full compatibility rubric, see docs/mcp-health.md.

Install

uvx ideahub-mcp        # try it
uv tool install ideahub-mcp   # keep it around

Claude Code

Add to ~/.claude/settings.json:

{
  "mcpServers": {
    "ideahub": {
      "command": "uvx",
      "args": ["ideahub-mcp"],
      "env": {
        "IDEAHUB_MCP_HOME": "/Users/you/.ideahub-mcp",
        "IDEAHUB_ACTOR": "human:you"
      }
    }
  }
}

Configuration

Var Default Purpose
IDEAHUB_MCP_HOME ~/.ideahub-mcp/ Data directory (SQLite store, logs, backups).
IDEAHUB_ACTOR Fallback actor id (human:you or agent:name).
IDEAHUB_SCOPE Fallback scope when cwd isn't a git repo.

Actor resolution: explicit arg → MCP clientInfo.nameIDEAHUB_ACTOR → error. Scope resolution: explicit arg → IDEAHUB_SCOPErepo:<git-toplevel>global.

Storage

One SQLite file with WAL, FTS5, and hand-rolled migrations. No ORM. Daily snapshots to $IDEAHUB_MCP_HOME/backups/ with 14-day retention.

Develop

uv sync --dev
uv run pytest
uv run ruff check .
uv run pyright

License

MIT.

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