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security-
license-
qualitymcp server that allows to do actual actions related to solana
first version adds knowledge about RPC methods and how to call them
Last updated -
23
The Unlicense
Connects with GitHub for repository access and installation, allowing users to clone the server repository for deployment.
Formats all output data as markdown tables for enhanced readability when presenting metrics and statistics.
Built on Python 3.10+, leveraging the Python ecosystem for data processing and API integration.
Tracks metrics across multiple Solana launchpads, providing data on token deployments, successful project graduations, graduation rates, and active wallet addresses on the Solana blockchain.
Solana Launchpads MCP
An MCP server that tracks daily activity and graduate metrics across multiple Solana launchpads.
Features
MCP Tools: Four tools to retrieve daily metrics:
Token deployments.
Successful graduates (completed projects).
Graduation rates.
Active wallet addresses.
Markdown Output: Data is formatted as markdown tables for easy readability.
Prerequisites
Python 3.10 or higher
uv (recommended package manager)
Installation
Clone the repository:
git clone https://github.com/kukapay/solana-launchpads-mcp.git cd solana-launchpads-mcpInstall dependencies:
uv syncInstalling to Claude Desktop:
Install the server as a Claude Desktop application:
uv run mcp install main.py --name "Solana Launchpads"Configuration file as a reference:
{ "mcpServers": { "Solana Launchpads": { "command": "uv", "args": [ "--directory", "/path/to/solana-launchpads-mcp", "run", "main.py" ], "env": { "DUNE_API_KEY": "dune_api_key"} } } }Replace
/path/to/solana-launchpads-mcpwith your actual installation path, anddune_api_keywith your API key from Dune Analytics.
Tools
Tool Name | Description | Parameters |
| Retrieves daily token deployments by platform, optionally as percentages. |
(default: False)
(default: 1000) |
| Fetches daily successful graduates by platform. |
(default: 1000) |
| Retrieves daily graduation rates by platform. |
(default: 1000) |
| Fetches daily active wallet addresses by platform. |
(default: 1000) |
Example Usage
To use the MCP server, start it and interact with its tools and prompt via an LLM client (e.g., Claude Desktop or or MCP Inspector). Below are examples for each tool and the prompt, using natural language inputs.
Get Daily Token Deployments
Prompt:
Show me the number of tokens launched on Solana memecoin launchpads each day for the past week.
Output:
| date | LaunchLabs | LetsBonk | Pump.fun | Boop | Bags | Believeapp | Moonshot | Sunpump.meme |
|------------|------------|----------|----------|------|------|------------|----------|--------------|
| 2025-06-15 | 50 | 20 | 120 | 10 | 15 | 5 | 30 | 25 |
| 2025-06-14 | 45 | 18 | 110 | 8 | 12 | 4 | 25 | 20 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... |
Get Daily Graduates
Prompt:
How many projects successfully graduated from Solana memecoin launchpads daily over the last 10 days?
Output:
| block_date | LaunchLabs | LetsBonk | Pump.fun | Boop | Bags | Believeapp | Moonshot | Sunpump.meme |
|------------|------------|----------|----------|------|------|------------|----------|--------------|
| 2025-06-15 | 10 | 5 | 15 | 2 | 3 | 1 | 5 | 4 |
| 2025-06-14 | 8 | 4 | 12 | 1 | 2 | 0 | 4 | 3 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... |
Get Daily Graduation Rate
Prompt:
What’s the success rate of projects on Solana memecoin launchpads for the past 5 days?
Output:
| block_date | LaunchLabs | LetsBonk | Pump.fun | Boop | Bags | Believeapp | Moonshot | Sunpump.meme |
|------------|------------|----------|----------|------|------|------------|----------|--------------|
| 2025-06-15 | 0.20 | 0.25 | 0.30 | 0.15 | 0.18 | 0.10 | 0.22 | 0.19 |
| 2025-06-14 | 0.18 | 0.22 | 0.28 | 0.12 | 0.15 | 0.08 | 0.20 | 0.17 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... |
Get Daily Active Addresses
Prompt:
Tell me how many wallets were active on Solana memecoin launchpads each day for the last week.
Output:
| date_time | LaunchLabs | LetsBonk | Pump.fun | Boop | Bags | Believeapp | Moonshot | Sunpump.meme |
|------------|------------|----------|----------|------|------|------------|----------|--------------|
| 2025-06-15 | 2000 | 800 | 5000 | 300 | 400 | 100 | 1200 | 900 |
| 2025-06-14 | 1800 | 700 | 4800 | 250 | 350 | 80 | 1100 | 800 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... |
License
This project is licensed under the MIT License. See the LICENSE file for details.
remote-capable server
The server can be hosted and run remotely because it primarily relies on remote services or has no dependency on the local environment.
Tools
An MCP server that tracks daily activity and graduate metrics across multiple Solana launchpads.
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