agent-toolbox
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@agent-toolboxRun a Python snippet to analyze the recent signups trend."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
agent-toolbox
An MCP tool server exposing sandboxed Python execution and read-only SQL
against a service database. Deployed independently of any agent that talks
to it -- it's a plain MCP server, usable by this project's agent repo or
by any other MCP client.
Setup
uv sync --group devCopy .env.example to .env and fill in the paths/URLs:
cp .env.example .envAPP_ENV=debug
USER_DB_HOST=/absolute/path/to/sqlite
USER_DB_NAME=user
TOOLBOX_URL=http://127.0.0.1:8001/mcpRelated MCP server: postgres-mcp-server
Running it
make run
# uv run uvicorn bootstrap.application.toolbox_application:app --host 0.0.0.0 --port 8001URL | |
MCP endpoint |
|
Health |
|
Point any MCP client's connector base_url at the MCP endpoint above --
timeout, transport (streamable_http), and auth are configured the same
way as any other MCP connector.
Configuration
Everything lives under config/ -- config/root.yml plus
config/debug/connector/*.yml. TOOLBOX_URL must match whatever URL
clients use to reach this service; it's used to derive this server's own
ASGI mount path and allowed host, not to bind the listener (host/port for
that come from TOOLBOX_HOST/TOOLBOX_PORT or the --host/--port flags
passed to uvicorn).
Development
make check # lint + typecheck + tests
make test
make lint
make format
make typecheckPre-commit hooks
uv run pre-commit install --hook-type pre-commit --hook-type pre-push
uv run pre-commit run --all-files --hook-stage pre-commitMCP inspection
npx @modelcontextprotocol/inspectorDeploying
make docker_build
helm install agent-toolbox devops/helm -f devops/helm/values.yamlTool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.
No tool schema history has been recorded yet.
This server cannot be installed
Maintenance
Resources
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If you are the server author, to access and configure the admin panel.
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