Fast Context MCP
Rank #85,056glama/TripQi/fast-context-fork
Enables AI-driven semantic code search using Windsurf's reverse-engineered SWE-grep protocol to query local codebases with natural language. It executes local search tools like ripgrep and tree-node-cli to return relevant file paths and line ranges to MCP-compatible clients.
Fast Context MCP is a Model Context Protocol (MCP) server published by TripQi. It ranks #85,056 of 115,591 servers tracked on MCP Toplist. 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 22, 2026.
Ranks ahead of 30,535 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%2FTripQi%2Ffast-context-fork)<a href="https://mcptoplist.com/server/glama%2FTripQi%2Ffast-context-fork"><img src="https://mcptoplist.com/badge/glama%2FTripQi%2Ffast-context-fork.svg" alt="MCP Toplist: #85,056 of 115,591" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
TripQi
Other servers by TripQi
View all TripQi servers →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
- Who maintains Fast Context MCP?
- Fast Context MCP is maintained by TripQi, 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?
- 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/TripQi/fast-context-fork.