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Aggregators and gateways · MCP server

Pepe: MCP server, setup and security

Pepe is an open-source MCP server that lets an AI agent load-test URLs, determine capacity and compare runs using JSON reports. Its repository has 97 stars and its last commit is from October 24, 2026 and it is licensed under MIT.

Actively maintained

What Pepe does

According to its repository: “Load-test a URL, ping it by phase, ramp to find the capacity, compare runs: JSON reports, guardrails”

An MCP server gives an AI agent extra tools it calls during the conversation: the agent reads their description, decides to use them and gets the result back. Pepe is listed under Aggregators and gateways, a category of 141 servers in the directory, where it ranks #68 by stars.

Topics declared by the repository: benchmark, command-line-tool, http, access-log, benchmarking, cli.

Installing and connecting Pepe

Distribution modes declared in the official MCP registry:

  • PyPI package (Python, started with uvx or pip)
  • Docker (OCI) image

Like any MCP server, you declare it in your client's configuration (Claude Desktop, Claude Code, Cursor, VS Code, Codex…): a name, the command that starts it or its URL, and any environment variables. The client then starts it and lists its tools. Project language: Rust.

Security: what to check

An MCP server runs code with the rights you give it, and the model reads its tool descriptions: a malicious or compromised server can hijack the agent. Read the code, or pick a maintained and widely used server, before connecting it.

None of the risk signals we track (system access, secrets, missing licence, abandonment) applies to Pepe. That does not replace reading the code.

Good practice: grant only the rights needed (least privilege), require human approval for irreversible actions, and run the AI agent security check.

Project activity and maintenance

Created on January 4, 2025, the omarmhaimdat/pepe repository has 97 stars and 3 forks, with 0 open issues. It has more stars than 66% of the servers in the directory. It received changes this month. Version published in the registry: 0.55.1 (October 24, 2026).

Stars measure attention, not quality: a recent, heavily promoted project can collect them fast, while a useful but niche server will have few.

PaperclipPaperclip : 106.8K106.8KOpenWork MCP GatewayOpenWork MCP Gateway : 24.2K24.2KGitDiagramGitDiagram : 18.4K18.4KAIHOTAIHOT : 8.5K8.5KBasebalance.cloud — x402 RPCBasebalance.cloud — x402 RPC : 7.5K7.5KTreg.toTreg.to : 6K6KMockserver monorepoMockserver monorepo : 5K5KDBHubDBHub : 3.7K3.7KPepePepe : 9797
GitHub stars of the most followed servers in the category (log scale); Pepe in orange. Checked October 25, 2026.

Verdict

Pepe is a reasonable choice; check the points below before connecting it.

Strengths

  • Active project: recent commit
  • Listed in the official MCP registry
  • Permissive licence (MIT)

Frequently asked questions

How do I install Pepe?

Pepe is distributed as PyPI package (Python, started with uvx or pip) and Docker (OCI) image. Add it to your client's MCP configuration (Claude Desktop, Cursor, VS Code…) following the README of omarmhaimdat/pepe.

Is Pepe free?

The code is published under the MIT licence and can be used free of charge.

Is Pepe safe?

No risk signal found (system access, secrets, licence, abandonment). As with any MCP server, keep rights minimal and read the code before sensitive use.

Is it an official server?

Nothing says so: it is a project published by omarmhaimdat on GitHub. Check who maintains it before giving it access.

What are the alternatives to Pepe?

In the same category: GitDiagram, Mockserver monorepo, Paperclip, and Basebalance.cloud — x402 RPC & MCP gateway. GitDiagram and Mockserver monorepo score higher on our grid.

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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score