Fast Context MCP
Rank #1,520glama/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 #1,520 of 115,591 servers tracked on MCP Toplist, and its repository has 356 GitHub stars. Fast Context MCP is listed on Glama, with 4 release tags tracked from its GitHub repository. It was first listed on Feb 8, 2026 and most recently updated on Aug 9, 2026.
Ranks ahead of 114,071 of 115,591 servers on MCP Toplist.
Use Fast Context MCP
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2FSammySnake-d%2Ffast-context-mcp)<a href="https://mcptoplist.com/server/glama%2FSammySnake-d%2Ffast-context-mcp"><img src="https://mcptoplist.com/badge/glama%2FSammySnake-d%2Ffast-context-mcp.svg" alt="MCP Toplist: Top 5% of 115,591" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
SammySnake-d
Other servers by SammySnake-d
View all SammySnake-d servers →GitHub releases (4)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.3.2 | Aug 9, 2026 |
| v1.2.2 | Jun 7, 2026 |
| v1.2.1 | May 28, 2026 |
| v1.3.0-beta.2 | Feb 27, 2026 |
Frequently asked questions
- Who maintains Fast Context MCP?
- Fast Context MCP is maintained by SammySnake-d, which publishes 2 MCP servers (5 total versions) tracked on MCP Toplist.
- Is Fast Context MCP listed on the Official MCP Registry?
- Fast Context MCP is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Fast Context MCP have?
- No registry surfaces explicit version metadata for Fast Context MCP; MCP Toplist tracks 4 release tags from its GitHub repository, most recently published on Aug 9, 2026.
- 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.