Fast Context MCP

mcp-serverStable

AI-driven semantic code search as an MCP tool — powered by Windsurf's reverse-engineered SWE-grep protocol

About Fast Context MCP

AI-driven semantic code search as an MCP tool — powered by Windsurf's reverse-engineered SWE-grep protocol. Any MCP-compatible client (Claude Code, Claude Desktop, Cursor, etc.) can use this to search codebases with natural language queries. All tools are bundled via npm — **no system-level dependencies** needed (ripgrep via `@vscode/ripgrep`, tree via `tree-node-cli`). Works on macOS, Windows, and Linux. Suggested search keywords: authenticate, jwt.*verify, session.*token ```

Read the full README on GitHub →

Fast Context MCP growth signals this week

• Gained 9 stars in the last 7 days
• 4x the median weekly star growth of its category

Growth score: 31/100 week of 2026-07-20

Signal history

Fast Context MCP alternatives

Projects in the same category, closest in size — picked by data, not opinion.

See all mcp-server projects ranked by growth →

Frequently asked questions

Is Fast Context MCP still maintained?

Activity is low: the last push was on 2026-06-07 (42 days before our latest snapshot).

Is Fast Context MCP growing?

It is stable this week, with a growth score of 31/100. See the weekly history above.

What are the best Fast Context MCP alternatives?

Closest by category and size in our data: Hevy MCP, recursechat/mcp-server-apple-shortcuts, MCP Server Code Execution Mode — full list with live signals above.

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Show your project's live signal in your README — it updates weekly with the data.

Tracked since 2026-06-20 · data as of 2026-07-19 · 8 open issues · 3 releases