Atlas Introspect

An MCP server that lets ATLAS look at — and edit — itself:

Why it goes through the HTTP API

Chat history, workspaces, and prompts all live in one DuckDB file (data/chat_history.db). DuckDB is single-writer and the ATLAS process holds that write lock for its entire lifetime — a second process opening the file, even read-only, fails with a lock conflict. So this server asks ATLAS over loopback HTTP instead. That also means per-user scoping is enforced by ATLAS rather than reimplemented here.

Only mcp.json and prompts/*.md are touched directly; ATLAS has no API for either.

Being a separate process is what makes calling back into ATLAS safe: ATLAS awaits this server's stdio reply while its own event loop stays free to serve the request. An in-process tool doing the same thing would deadlock.

Identity

Every query is scoped to one user, sent as X-User-Email. With DEBUG_MODE=true ATLAS honours that header; with it off, the header is what the auth proxy would have supplied, so the same flag works either way. The default is [email protected] — the test user ATLAS falls back to in debug mode, and therefore the owner of the conversations created through the UI on this host.

Install

git clone https://github.com/garland3/atlas-introspect-mcp
cd atlas-introspect-mcp
uv venv .venv
uv pip install -e ".[dev]" --python .venv/bin/python

Standalone check (with ATLAS running):

.venv/bin/atlas-introspect-mcp --list-tools
.venv/bin/python -c "
import asyncio; from fastmcp import Client
from fastmcp.client.transports import StdioTransport
async def m():
    async with Client(StdioTransport(command='.venv/bin/atlas-introspect-mcp', args=['--stdio'])) as c:
        print(await c.call_tool('atlas_status', {}))
asyncio.run(m())"

Register with ATLAS

Add to your ATLAS config/mcp.json (absolute paths — the command is looked up on the service manager's PATH, not your shell's), then restart ATLAS:

"atlas_introspect": {
  "command": [
    "/abs/path/to/atlas-introspect-mcp/.venv/bin/atlas-introspect-mcp",
    "--stdio",
    "--atlas-url", "http://127.0.0.1:8090",
    "--user", "[email protected]"
  ],
  "cwd": "/abs/path/to/atlas-introspect-mcp",
  "transport": "stdio",
  "groups": ["users"],
  "description": "Introspect and configure this ATLAS instance: browse chat history, read/edit config/mcp.json, manage workspaces and custom prompts.",
  "short_description": "ATLAS self-introspection",
  "compliance_level": "Public"
}

Add "--read-only" to the command for a view-only build; every mutating tool then refuses instead of writing.

Ports: stdio needs none. --transport http defaults to 8101. It refuses port 8080 outright — on a host running k3s, klipper-lb DNATs 8080 to Traefik including on 127.0.0.1, so a server bound there receives nothing and every request comes back as an empty 500 with no line in your log.

Configuration

Every flag has an environment-variable equivalent.

Tools

Conversations (read-only) — list_conversations, search_conversations, get_conversation, list_conversation_tags

config/mcp.json — get_mcp_config, upsert_mcp_server, delete_mcp_server, replace_mcp_config

Workspaces — list_workspaces, create_workspace, update_workspace, delete_workspace

Custom prompts — list_custom_prompts, get_custom_prompt, create_custom_prompt, update_custom_prompt, delete_custom_prompt

On-disk prompt files — list_prompt_files, read_prompt_file, write_prompt_file

Health — atlas_status

Things that will bite

• mcp.json edits are not live. ATLAS spawns stdio servers at startup. Every write tool says so in its result; apply with systemctl --user restart atlas or ./redeploy.sh --no-pull.
• Editing your own entry works, but only takes effect on restart — at which point a broken entry means this server is gone and you cannot fix it from inside ATLAS. Backups land next to the file as mcp.json.bak-<stamp>.
• upsert_mcp_server replaces an entry wholesale, it does not merge. Read it first, change it, send the whole thing back. Same for a workspace config and a prompt's content.
• Conversation tools are read-only by design. There are delete endpoints in ATLAS; they are deliberately not exposed here.
• write_prompt_file changes every chat in the instance. It backs up first and, like mcp.json, applies on the next restart.

Tests

.venv/bin/pytest

They cover the file-editing and validation logic (atomic write, backup, traversal refusal, lint warnings, read-only mode) against a temp directory — no running ATLAS needed.