Skill Shelf (Rust singleton daemon) MCP Server
上千个专业技能，只占 context 7 个工具定义。 给 AI agent 装 skill，最痛的问题是：skill 越多，context 越胖。每个 skill 的 description 常驻上下文，几百个 skill 就是几万 tokens 白白浪费，每次对话都背着跑。开多个客户端还各跑各的进程，内存翻倍。更烦的是，装了一堆 skill 自己都记不住哪个是干嘛的、哪些真的好用哪些是花架子，最后还是全靠人去翻文档。
People who need these tools inside Claude, Cursor, VS Code, or another MCP client. The project is written in Python.
VERIFIED ACTIVE
LAST COMMIT 2026-06-02 · ★ 4 · #816 OF 848 MAINTAINED OTHER · VERIFIED 2026-08-25
NOASSERTION · Python servers · how we verify → /methodology
01 · Evidence
Security posture
What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.
license no standard license detected - usage rights unclear; check the repo before commercial use
registry namespace io.github.halflifezyf2680 is GitHub-verified and matches the repo owner
02 · What Skill Shelf (Rust singleton daemon) can do
Prose above is summarized from the project's README and registry record - no invented capabilities.
Latest releases
v2.0.4 · 2026-06-02
v2.0.2 · 2026-06-01
## Changes · Fix default shelf root resolution so MCP startup no longer depends on the caller working directory. · Update README and MANUAL installation/usage documentation for source-based setup. · Publish MCP…
03 · Who maintains Skill Shelf (Rust singleton daemon)
Skill Shelf (Rust singleton daemon) is maintained by halflifezyf2680. It's the only MCP server we track from this author; the repo dates to May 2026.
04 · Facts
- repository
- github.com/halflifezyf2680/skill-shelf
- category
- other - ranked #816 of 848 actively-maintained other servers as of 2026-08-25.
- release cadence
- 2 releases in the last 90 days (latest 2026-06-02)
- registry
- io.github.halflifezyf2680/skill-shelf (active, first published 2026-06-01 · 3 versions)
05 · Skill Shelf (Rust singleton daemon) FAQ
What is Skill Shelf (Rust singleton daemon)?
上千个专业技能，只占 context 7 个工具定义。 给 AI agent 装 skill，最痛的问题是：skill 越多，context 越胖。每个 skill 的 description 常驻上下文，几百个 skill 就是几万 tokens 白白浪费，每次对话都背着跑。开多个客户端还各跑各的进程，内存翻倍。更烦的是，装了一堆 skill 自己都记不住哪个是干嘛的、哪些真的好用哪些是花架子，最后还是全靠人去翻文档。
Is Skill Shelf (Rust singleton daemon) still maintained?
Yes - as of 2026-08-25, its last commit was 2026-06-02 and it shipped 2 releases in the last 90 days. We re-verify nightly.
06 · Alternatives to Skill Shelf (Rust singleton daemon)
Alternatives to Skill Shelf (Rust singleton daemon)
Maintained other servers if Skill Shelf (Rust singleton daemon) isn't the fit.
- Heyputer MCP Server Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more ★ 43,204 · 2026-08-24
- Server Commands An MCP server to run arbitrary commands ★ 38,704 · 2026-08-05
- Zotero MCP (54yyyu) Search, read, annotate, and add to your Zotero research library, local or web. ★ 4,780 · 2026-08-25
- Firebase MCP Gives AI development tools Firebase-specific capabilities and expertise. ★ 4,460 · 2026-08-25
- Microsoft Fabric MCP Server MCP tools for interacting with Microsoft Fabric ★ 3,598 · 2026-08-21
- Ship Swift 40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP. ★ 2,968 · 2026-08-09
More MCP servers to compare · Claude MCP Bridge · Codex MCP Bridge · ServiceNow Nodejs · Hashnet · Apple Notes
More Python MCP servers · Velocirag · HOL Guard · Ragstack · Bde Score · Computer-Use Agents API · see all