Fast Context MCP
Rank #2422glama/SammySnake-d/fast-context-mcp
Enables AI-driven semantic code search by leveraging Windsurf's reverse-engineered protocol to perform multi-round local searches using natural language. It automatically executes bundled ripgrep and file operations to return relevant code snippets and file paths to MCP-compatible clients.
Fast Context MCP is a Model Context Protocol (MCP) server published by SammySnake-d. It ranks #2422 of 58,900 servers tracked on MCP Toplist, and its repository has 214 GitHub stars. Fast Context MCP is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Feb 8, 2026.
Ranks ahead of 56,478 of 58,900 servers on MCP Toplist.
Use Fast Context MCP
Fast Context MCP doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.
Listed on 1 registry
SammySnake-d
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- What is Fast Context MCP?
- Enables AI-driven semantic code search by leveraging Windsurf's reverse-engineered protocol to perform multi-round local searches using natural language. It automatically executes bundled ripgrep and file operations to return relevant code snippets and file paths to MCP-compatible clients.
- Who maintains Fast Context MCP?
- Fast Context MCP is maintained by SammySnake-d, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Fast Context MCP an official MCP server?
- Fast Context MCP is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Fast Context MCP have?
- Fast Context MCP ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Fast Context MCP?
- The source code for Fast Context MCP is hosted at github.com/SammySnake-d/fast-context-mcp.