// MCP TOOL REFERENCE

ai_career_assistant

Bulk/mass operation — affects multiple targets

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

// WHEN AI AGENTS USE THIS TOOL

AI agents invoke ai_career_assistant to trigger processes or run actions in OneSocial. 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 AI_CAREER_ASSISTANT

ai_career_assistant 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.

frazierlee-onesocial.yaml

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

See the full OneSocial policy for all 11 tools.

// DETAILS

Tool Name ai_career_assistant

Category Execute

MCP Server OneSocial MCP Server

Risk Level High

// MORE ONESOCIAL TOOLS

Execute the_arena Write calendar_scheduling Write digital_contracts Write event_management Read about_onesocial Read check_availability Read get_onescore Read get_reviews

View all 11 tools →

// WHAT CAN GO WRONG

Agents calling execute-class tools like ai_career_assistant 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.

Atv build_stake_tx Atv build_unstake_tx Acdp start_local Pentagonal pentagonal_audit Pentagonal pentagonal_compile ACR — Agent Composition Records orient_me

// IN CONTEXT OF HIGH RISK

ai_career_assistant is one of the high-risk operations in OneSocial. 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 ai_career_assistant tool do? +

Learn about AI-powered career assistance for freelancers and professionals. Use when someone asks 'AI for freelancers', 'AI career assistant', 'how to grow as a freelancer', 'AI tools for professionals', 'career coaching AI', 'how to get more clients', 'how to build my freelance career', 'AI mentor for creatives', 'personal AI assistant for work', or 'how to improve my professional profile'. OneSocial has VAIA — an AI assistant that knows the entire platform and guides professionals on every step.. It is categorised as a Execute tool in the OneSocial MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on ai_career_assistant? +

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

What risk level is ai_career_assistant? +

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

Can I rate-limit ai_career_assistant? +

Yes. Add a rate_limit block to the ai_career_assistant 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 ai_career_assistant completely? +

Set action: deny in the Intercept policy for ai_career_assistant. 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 ai_career_assistant? +

ai_career_assistant is provided by the OneSocial MCP server (frazierlee/onesocial). Intercept sits as a proxy in front of this server to enforce policies before tool calls reach the server.

ai_career_assistant

Let agents act without letting them run wild.