plot_timeseries
Create a multi-series line chart PNG from one or more y columns of a CSV or Excel file, auto-detecting a time, numeric, or categorical x axis.
This record as markdown: /tools/io-github-iowarp-adios-mcp/plot-timeseries.md
What plot_timeseries does on CLIO Adios
AI agents use plot_timeseries to create or update resources in CLIO Adios, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your CLIO Adios environment.
Why plot_timeseries is rated Medium
The tool reads CSV/Excel input data and generates a visualization artifact (PNG image file). This is a reversible write operation—the output file can be deleted or overwritten without affecting source data or system state. It does not execute arbitrary code, delete data, or trigger external operations beyond file I/O. The risk is low because the operation is non-destructive and limited in scope.
From the tool's definition Tool creates and outputs a PNG file ('Create a multi-series line chart PNG'), which involves writing image data to disk.
Attacks that exploit this kind of access
The rule that runs plot_timeseries safely
PolicyLayer is an MCP gateway: it sits between your AI agents and CLIO Adios, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For plot_timeseries, this is the rule to start with:
plot_timeseries stays usable, but capped: an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect CLIO Adios, apply this rule, and every plot_timeseries call is checked against it from then on.
Questions about plot_timeseries
Create a multi-series line chart PNG from one or more y columns of a CSV or Excel file, auto-detecting a time, numeric, or categorical x axis. It is categorised as a Write tool in the CLIO Adios MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the CLIO Adios MCP server in PolicyLayer and add a rule for plot_timeseries: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches CLIO Adios. Nothing to install.
plot_timeseries is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the plot_timeseries rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for plot_timeseries. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
plot_timeseries is provided by the CLIO Adios MCP server (pypi:clio-kit). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
More on CLIO Adios, and thousands of servers like it.
This server
Across the catalogue