官方说明7 个来源MCP 服务8 天前
ShipItAndPray/mcp-compress
First MCP server for data compression. 60x compression on docs, 30x on SQL, 20x on logs. Zero dependencies. Lossless. Auto-picks best algorithm. 7 tools for any AI agent.
在 GitHub 查看 ↗直链 · 无中转页
配置模板（请按你的客户端调整）
claude mcp add mcp-compress -- npx -y mcp-compress
这是根据仓库名生成的可粘贴骨架，命令行参数与包名请以该项目 README 为准。
- ★ 数取值
- 2 ★ · ShipItAndPray/mcp-compress · 取自该仓库的 GitHub 页面 · （2026-10-16 20:00:20 核对）
- 来源明细
- 收录自 punkpeye/awesome-mcp-servers 榜单（我们从中收集的条目之一） · 条目类型：MCP 服务
- 收录与活跃
- 收录于 2026-10-09 · 最近见到 2026-10-16 · 共见到 32 次 · 被 7 个来源列出
- 评分构成
- 综合分 703 · 2 ★ · 7 个来源 · mcp
常见问题（答案都来自我们的记录）
怎么安装？
我们【没有】从该仓库取到安装命令（我们的 install 覆盖率只有约 4%）。请看它的 README 或 releases 页。
它适合谁 / 用来做什么？
我们把它归在这些标签下: MCP 服务。标签来自条目自身，不是我们强加的分类。
谁维护它、还在更新吗？
仓库
ShipItAndPray/mcp-compress；我们收录于 2026-10-09；最近见到 2026-10-16。这里没有"官方认证"或"质量评级"——我们只记录来源与时间。第三方质量标记
mcp-compress
以下摘录自该仓库的 README（片段） · 在 GitHub 读完整 README →
The first MCP server for data compression. Gives any AI agent the ability to compress, decompress, analyze, and store data.
**10,000+ MCP servers exist. Zero for compression. This is the first.**
Zero dependencies. Pure Node.js. Lossless round-trip. Auto-picks the best algorithm.
Benchmarks
Real results on real data types:
| Data Type | Original | Compressed | Ratio | Saved |
|-----------|----------|------------|-------|-------|
| Markdown docs (15KB) | 31.2 KB | 0.5 KB | **60.7x** | 98.4% |
| Repeated config (2KB) | 5.4 KB | 0.1 KB | **51.9x** | 98.1% |
| SQL query results (8KB) | 18.9 KB | 0.6 KB | **30.4x** | 96.7% |
| Log files (20KB) | 33.3 KB | 1.7 KB | **19.9x** | 95.0% |
| JSON API response (10KB) | 26.7 KB | 2.6 KB | **10.2x** | 90.2% |
| Time-series prices (4KB) | 20.5 KB | 3.0 KB | **6.9x** | 85.5% |
| CSV data (5KB) | 8.1 KB | 2.4 KB | **3.4x** | 70.5% |
Every compression is **lossless** — decompress returns the exact original, byte-for-byte.
Install
Claude Code
Add to ~/.claude/settings.json:
OpenClaw / Any MCP Client
Speaks MCP protocol over stdio. Works with any MCP-compatible AI agent.
From Source
Tools
7 tools available to any connected agent:
| Tool | What it does |
|------|-------------|
| compress | Compress text/JSON/CSV. Auto-picks best algorithm (gzip, brotli, deflate). Returns base64 + ratio. |
| decompress | Decompress back to original. Lossless round-trip verified. |
| analyze | Shannon entropy, compressibility rating, all algorithms compared, recommendation. |
| store | Compress and persist to disk with a key. Compressed key-value store for agents. |
| retrieve | Decompress and return stored data by key. |
| list | List all stored items with sizes and compression ratios. |
| stats | Total items stored, bytes saved, overall compression ratio. |
Usage Examples
**Compress a large API response:**
**Analyze before compressing:**
**Store data for later retrieval:**
**Check what you've stored:**
Why This Exists
- AI agents generate and consume massive amounts of text — API responses, code, docs, data
- Context windows are expensive. Compressed storage = more data in less space = lower cost.
- MCP is the standard protocol for AI agent tools. 10,000+ servers, none for compression.
- Auto-algorithm selection means the agent doesn't need to know anything about compression — it just works.
**10,000+ MCP servers exist. Zero for compression. This is the first.**
Zero dependencies. Pure Node.js. Lossless round-trip. Auto-picks the best algorithm.
Benchmarks
Real results on real data types:
| Data Type | Original | Compressed | Ratio | Saved |
|-----------|----------|------------|-------|-------|
| Markdown docs (15KB) | 31.2 KB | 0.5 KB | **60.7x** | 98.4% |
| Repeated config (2KB) | 5.4 KB | 0.1 KB | **51.9x** | 98.1% |
| SQL query results (8KB) | 18.9 KB | 0.6 KB | **30.4x** | 96.7% |
| Log files (20KB) | 33.3 KB | 1.7 KB | **19.9x** | 95.0% |
| JSON API response (10KB) | 26.7 KB | 2.6 KB | **10.2x** | 90.2% |
| Time-series prices (4KB) | 20.5 KB | 3.0 KB | **6.9x** | 85.5% |
| CSV data (5KB) | 8.1 KB | 2.4 KB | **3.4x** | 70.5% |
Every compression is **lossless** — decompress returns the exact original, byte-for-byte.
Install
Claude Code
Add to ~/.claude/settings.json:
OpenClaw / Any MCP Client
Speaks MCP protocol over stdio. Works with any MCP-compatible AI agent.
From Source
Tools
7 tools available to any connected agent:
| Tool | What it does |
|------|-------------|
| compress | Compress text/JSON/CSV. Auto-picks best algorithm (gzip, brotli, deflate). Returns base64 + ratio. |
| decompress | Decompress back to original. Lossless round-trip verified. |
| analyze | Shannon entropy, compressibility rating, all algorithms compared, recommendation. |
| store | Compress and persist to disk with a key. Compressed key-value store for agents. |
| retrieve | Decompress and return stored data by key. |
| list | List all stored items with sizes and compression ratios. |
| stats | Total items stored, bytes saved, overall compression ratio. |
Usage Examples
**Compress a large API response:**
**Analyze before compressing:**
**Store data for later retrieval:**
**Check what you've stored:**
Why This Exists
- AI agents generate and consume massive amounts of text — API responses, code, docs, data
- Context windows are expensive. Compressed storage = more data in less space = lower cost.
- MCP is the standard protocol for AI agent tools. 10,000+ servers, none for compression.
- Auto-algorithm selection means the agent doesn't need to know anything about compression — it just works.
- 来源
- awesome · https://github.com/ShipItAndPray/mcp-compress
- 按领域浏览
- MCP 服务
- Traction
- 2 ★
- 收录于
- 昨天
更多MCP 服务
所属领域与标签
每个标签都能点进去看同类的全部条目。数字是当前库里的真实条数。