GenPark Prompt Drift Semantic Fingerprint
Prompt template drift and structural fingerprint sentinel detecting unauthorized prompt mutations an
GenPark Prompt Drift Semantic Fingerprint
Prompt template drift and structural fingerprint sentinel detecting unauthorized prompt mutations and regressions.
Part of the GenPark AI Agent Skills Ecosystem.
🌟 Key Features
- 100% Python Standard Library: Zero third-party runtime dependencies.
- MCP Native: Plugs directly into Claude Desktop, Cursor, LobeChat, and autonomous agent DAGs.
- Production Resilience: Strict schema conformance, zero data loss, enterprise hardened.
🚀 Installation & Usage
Run as an MCP server:
python mcp_server.py
Use directly as a library:
from client import *
See example_usage.py for comprehensive integration demonstrations.
📄 License
MIT License. Maintained by GenPark AI.
Setup from the maintainer
This listing does not have a supported local package template. Use the maintainer’s documentation for its hosted endpoint, authentication, and client-specific setup. No install command has been inferred.
Package
https://github.com/Alpha-Park/genpark-prompt-drift-semantic-fingerprint-skill/releases/download/v1.0.1/genpark-prompt-drift-semantic-fingerprint-skill-v1.0.1.mcpbotherCompatible MCP Clients
GenPark Prompt Drift Semantic Fingerprint works with any MCP-compatible client. Copy the config snippet from the Configuration section above and add it to the file shown for your client, then restart the application.
- Claude Desktop
~/Library/Application Support/Claude/claude_desktop_config.jsonRestart Claude Desktop completely for changes to take effect. - Cursor
~/.cursor/mcp.jsonRestart Cursor for changes to take effect. - VS Code
.vscode/mcp.jsonReload VS Code window for changes to take effect. - Windsurf
~/.codeium/windsurf/mcp_config.jsonRestart Windsurf for changes to take effect. - Claude Code
.mcp.jsonSave at the project root, then start Claude Code in that project and review the MCP server approval prompt. Keep real credentials out of shared files.