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Finance and payments · MCP server

Pumpswap MCP: MCP server, setup and security

Pumpswap MCP is an open-source MCP server published on GitHub that lets an AI agent swap tokens in real time and automate on-chain trading on PumpSwap. Its repository has 7 stars and its last commit is from May 6, 2025 and it is licensed under MIT.

Score
25/100
Adoption (stars) 8/40
Maintenance 2/30
Framework (licence, registry, official) 15/30
Inactive for over a year

What Pumpswap MCP does

According to its repository: “Real-time token swaps and automated on-chain trading on PumpSwap.”

The Model Context Protocol (MCP) is a standard plug between an AI agent and an outside service: once the server is connected, its tools show up in the agent, which decides when to call them. Pumpswap MCP is listed under Finance and payments, a category of 202 servers in the directory, where it ranks #137 by stars.

Installing and connecting Pumpswap MCP

No package or remote server is declared in the official MCP registry: you install it from source, following the repository README.

It works with any MCP-compatible client (Claude Desktop, Claude Code, Cursor, VS Code, Codex and most recent agents). You add one entry to the client's MCP configuration: server name, start command or URL, environment variables. Project language: Python.

Security: what to check

Connecting an MCP server means installing software that talks straight to your agent: it runs with your rights and the model trusts its tool descriptions. The risk therefore depends on what it can touch and how far its code can be trusted.

Points found for Pumpswap MCP:

  • Maintenance: no commit for 18 months. Possible flaws and protocol changes are no longer tracked.

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 May 6, 2025, the kukapay/pumpswap-mcp repository has 7 stars and 7 forks, with 0 open issues. It has more stars than 19% of the servers in the directory. Last change 18 months ago.

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

Finance ToolkitFinance Toolkit : 5.5K5.5KTradingMCPTradingMCP : 5.1K5.1KTradememory protocolTradememory protocol : 1.4K1.4KCNEquityCNEquity : 846846Metatrader MCP serverMetatrader MCP server : 837837EVMoleEVMole : 473473OpenAccountantsOpenAccountants : 460460AkTools MCP ServerAkTools MCP Server : 391391Pumpswap MCPPumpswap MCP : 77
GitHub stars of the most followed servers in the category (log scale); Pumpswap MCP in orange. Checked October 25, 2026.

Verdict

Pumpswap MCP is still a modest project: read its code and compare it with the alternatives before using it.

Strengths

  • Permissive licence (MIT)

Limitations

  • No commit for 18 months
  • Few visible users
  • Install from source

Avoid if…

  • Production use without reviewing the code

Frequently asked questions

How do I install Pumpswap MCP?

No package is declared in the MCP registry: clone the kukapay/pumpswap-mcp repository, follow its README, then declare the start command in your client's MCP configuration.

Is Pumpswap MCP free?

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

Is Pumpswap MCP safe?

Points to watch: maintenance. Give it minimum rights and approve sensitive actions.

Is it an official server?

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

What are the alternatives to Pumpswap MCP?

In the same category: TradingMCP, Finance Toolkit, Tradememory protocol, and Tapetide Indian Stock Market MCP. TradingMCP and Finance Toolkit 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