get_github_activity | PolicyLayer

WHAT IT DOES

What get_github_activity does on Pavan Madduri — Personal Knowledge MCP Server

AI agents call get_github_activity to retrieve information from Pavan Madduri — Personal Knowledge MCP Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.

THE RISK

Low Risk

Why get_github_activity needs a policy

This tool appears to fetch live GitHub activity data as part of a queryable professional profile API. It performs data retrieval only—no creation, modification, deletion, execution, or financial operations. The naming pattern and server purpose indicate a passive Read operation consistent with other similar tools on the same MCP server.

From the tool's definition Tool name 'get_github_activity' indicates retrieval of GitHub activity data. Server description states it 'exposes a professional profile...as a queryable API.' Sibling tools (get_eb1a_evidence, get_expertise, get_github_stats, get_profile_summary,…

Documented attack patterns abuse exactly the kind of access get_github_activity gives an agent:

POLICY

How to control get_github_activity

PolicyLayer is an MCP gateway — it sits between your AI agents and Pavan Madduri — Personal Knowledge MCP Server, and nothing reaches the server without passing your rules. This is the rule we recommend for get_github_activity:

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "get_github_activity": {}
  }
}

get_github_activity is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.

Create a free account and register Pavan Madduri — Personal Knowledge MCP Server — nothing to install.
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EXPLORE

Related tools and policies

More Pavan Madduri — Personal Knowledge MCP Server tools

Read get_eb1a_evidence Retrieve evidence supporting a specific EB-1A extraordinary ability criterion. Read get_expertise Check if Pavan has expertise in a specific technical domain. Read get_github_stats Fetch Pavan's live GitHub profile statistics (repos, followers, contributions). Read get_profile_summary Get a comprehensive one-page summary of Pavan Madduri's professional profile. Read search_articles search_articles Read search_contributions Search Pavan's open source contributions by project name.

All 7 Pavan Madduri — Personal Knowledge MCP Server tools →

Read tools on other servers

M-Team MCP Server get_torrent_detail YouTube MCP Server search_channel Android Forensics ADB MCP Server parse_browser_history 0xarchive web3_challenge

Go deeper

The MCP Attack Database → Documented attack patterns against MCP deployments — and the policies that stop them.
Data exfiltration → How read access becomes an exfiltration channel when chained with untrusted content.
MCP token cost → What connecting this server costs in context-window tokens on every request.
Rate Limiting MCP Tool Calls: A Practical Guide →
MCP Security: Why Prompt Guardrails Aren't Enough →

FAQ

Questions about get_github_activity

What does the get_github_activity tool do? +

get_github_activity. It is categorised as a Read tool in the Pavan Madduri — Personal Knowledge MCP Server MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on get_github_activity? +

Register the Pavan Madduri — Personal Knowledge MCP Server MCP server in PolicyLayer and add a rule for get_github_activity: 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 Pavan Madduri — Personal Knowledge MCP Server. Nothing to install.

What risk level is get_github_activity? +

get_github_activity is a Read tool with low risk. Read-only tools are generally safe to allow by default.

Can I rate-limit get_github_activity? +

Yes. Add a rate_limit block to the get_github_activity 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.

How do I block get_github_activity completely? +

Set action: deny in the PolicyLayer policy for get_github_activity. 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 get_github_activity? +

get_github_activity is provided by the Pavan Madduri — Personal Knowledge MCP Server MCP server (pmady/pavan-profile-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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7 Pavan Madduri — Personal Knowledge MCP Server tools catalogued and risk-classified — across an index of 43,000+ MCP servers.