// MCP TOOL REFERENCE

parse_csv

Analyze CSV data and optionally answer questions about it. Returns columns, row count, and insights.

Part of the AiPayGen MCP server. Enforce policies on this tool with Intercept, the open-source MCP proxy.

aipaygen-mcp Execute Risk 3/5

// WHEN AI AGENTS USE THIS TOOL

AI agents invoke parse_csv to trigger processes or run actions in AiPayGen. Execute operations can have side effects beyond the immediate call -- triggering builds, sending notifications, or starting workflows. Rate limits and argument validation are essential to prevent runaway execution.

// WHY ENFORCE A POLICY ON PARSE_CSV

parse_csv can trigger processes with real-world consequences. An uncontrolled agent might start dozens of builds, send mass notifications, or kick off expensive compute jobs. Intercept enforces rate limits and validates arguments to keep execution within safe bounds.

// RECOMMENDED POLICY

Execute tools trigger processes. Rate-limit and validate arguments to prevent unintended side effects.

aipaygen.yaml

tools:
  parse_csv:
    rules:
      - action: allow
        rate_limit:
          max: 10
          window: 60
        validate:
          required_args: true

See the full AiPayGen policy for all 106 tools.

// DETAILS

Tool Name parse_csv

Category Execute

MCP Server AiPayGen MCP Server

Risk Level High

// MORE AIPAYGEN TOOLS

Destructive delete_agent Execute batch Execute execute_skill Execute invoke_catalog_api Execute run_agent Execute run_python_code Execute transform Write add_to_knowledge_base

View all 106 tools →

// WHAT CAN GO WRONG

Agents calling execute-class tools like parse_csv have been implicated in these attack patterns. Read the full case and prevention policy for each:

Browse the full MCP Attack Database →

// OTHER EXECUTE TOOLS ACROSS MCP SERVERS

Other tools in the Execute risk category across the catalogue. The same policy patterns (rate-limit, validate) apply to each.

Agent Passport System — Cryptographic Identity for AI Agents commerce_preflight Agent Passport System — Cryptographic Identity for AI Agents execute_with_context Agent Passport System — Cryptographic Identity for AI Agents gateway_execute_approval Agent Passport System — Cryptographic Identity for AI Agents governance_360 Agent Passport System — Cryptographic Identity for AI Agents parse_governance_block_html AgentClear — API Marketplace for AI Agents call_service

// IN CONTEXT OF HIGH RISK

parse_csv is one of the high-risk operations in AiPayGen. For the full severity-focused view — only the high-risk tools with their recommended policies — see the breakdown for this server, or browse all high-risk tools across every MCP server.

// RELATED READING

// FAQ

What does the parse_csv tool do? +

Analyze CSV data and optionally answer questions about it. Returns columns, row count, and insights.. It is categorised as a Execute tool in the AiPayGen MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on parse_csv? +

Add a rule in your Intercept YAML policy under the tools section for parse_csv. You can allow, deny, rate-limit, or validate arguments. Then run Intercept as a proxy in front of the AiPayGen MCP server.

What risk level is parse_csv? +

parse_csv is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.

Can I rate-limit parse_csv? +

Yes. Add a rate_limit block to the parse_csv rule in your Intercept 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.

How do I block parse_csv completely? +

Set action: deny in the Intercept policy for parse_csv. 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.

What MCP server provides parse_csv? +

parse_csv is provided by the AiPayGen MCP server (aipaygen-mcp). Intercept sits as a proxy in front of this server to enforce policies before tool calls reach the server.

parse_csv

Enforce policies on AiPayGen