Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
RSS/Atom feed collection with 417 curated feeds. Python MCP server.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"feedkit": {
"command": "uvx",
"args": [
"feedkit"
]
}
}
}在终端中运行这条命令
claude mcp add feedkit -- uvx feedkit粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"feedkit": {
"command": "uvx",
"args": [
"feedkit"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"feedkit": {
"type": "stdio",
"command": "uvx",
"args": [
"feedkit"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日
发布者(ArkNill)不是仓库所有者(QuartzUnit);可能是其他人代为上架的
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 0 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.1.0)于8个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Python (uv)。
同一分类中有:Spec Driven Development, Remote Desktop Commander, yontu
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Türkçe yazı denetimi: TDK kuralları, yapay zekâ izleri, metin türüne göre üslup.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
한국어 문서 · llms.txt
RSS/Atom feed collection with 444 curated, verified feeds. CLI + Python API + MCP server.
pip install feedkit
feedkit search cloudflare # search the built-in catalog feedkit subscribe-catalog -c technology # subscribe to all 68 tech feeds feedkit collect # fetch all subscriptions (async parallel) feedkit find "kubernetes" # full-text search collected articles
pip install feedkit # core (CLI + Python API)
pip install "feedkit[mcp]" # + MCP server pip install "feedkit[all]" # + MCP + OPML import/export
Requirements: Python 3.11+
flowchart LR
A["📋 Catalog\n444 curated feeds"] --> B["Subscribe\nselect feeds"] B --> C["🔄 Collect\nfetch new entries"] C --> D["📦 Store\nSQLite database"] D --> E["🔍 Query\nfilter & retrieve"]
feedkit search [QUERY]Search the built-in catalog of 444 curated feeds.
feedkit search aws # search by title or domain
feedkit search --category science # filter by category feedkit search --language ko # filter by language feedkit search -c finance -l en -n 50 # combine filters feedkit search -j # JSON output (for piping)
| Option | Short | Default | Description |
|---|---|---|---|
--category | -c | Filter by category | |
--language | -l | Filter by language code (en, ko, ja, zh) | |
--limit | -n | 20 | Max results |
--json-output | -j | Output as JSON |
feedkit categoriesList all available catalog categories.
$ feedkit categories
academia finance pets science society technology
feedkit statsShow catalog and local subscription statistics.
$ feedkit stats
Catalog: 444 feeds academia: 13 finance: 89 pets: 27 science: 128 society: 119 technology: 68
Local: 68 subscriptions, 1,247 articles
feedkit subscribe Subscribe to a single feed.
feedkit subscribe https://blog.cloudflare.com/rss/
feedkit subscribe https://example.com/rss -c tech -t "My Feed"
| Option | Short | Description |
|---|---|---|
--category | -c | Category label |
--title | -t | Display title override |
feedkit subscribe-catalog -c Subscribe to all feeds in a catalog category at once.
feedkit subscribe-catalog -c technology # subscribe to all 68 tech feeds
feedkit subscribe-catalog -c science # subscribe to all 128 science feeds
feedkit unsubscribe Remove a feed subscription and its collected articles.
feedkit listList all current subscriptions with fetch counts and error counts.
feedkit collectFetch new articles from all subscribed feeds (async parallel).
feedkit collect # collect all
feedkit collect -c technology # collect only tech feeds feedkit collect -n 50 # max 50 concurrent requests
| Option | Short | Default | Description |
|---|---|---|---|
--category | -c | Only collect from this category | |
--concurrency | -n | 20 | Max concurrent HTTP requests |
Output:
Collecting from 68 feeds...
67/68 feeds OK, 412 new articles, 8234ms
feedkit latestShow most recently collected articles.
feedkit latest # latest 20 articles
feedkit latest -n 50 # latest 50 feedkit latest -c finance # latest from finance only
feedkit find Full-text search (SQLite FTS5) across all collected articles.
feedkit find "kubernetes deployment"
feedkit find "large language model" -n 50
feedkit import-opml Import feeds from an OPML file (Feedly, Inoreader, NetNewsWire, etc.).
feedkit import-opml subscriptions.opml
feedkit export-opml Export current subscriptions to OPML.
feedkit export-opml backup.opml
from feedkit import search_catalog, fetch_feed, get_catalog_stats, FeedStore
from feedkit.core import collect
feeds = search_catalog("cloudflare") feeds = search_catalog(category="technology", language="en", limit=50)
entries = await fetch_feed("https://blog.cloudflare.com/rss/") for entry in entries: print(entry.title, entry.url, entry.published)
store = FeedStore() # SQLite at ~/.feedkit/feedkit.db store.subscribe("https://blog.cloudflare.com/rss/", category="tech") result = await collect(store, concurrency=20) # async parallel fetch print(f"{result.new_articles} new, {result.feeds_ok}/{result.feeds_total} OK")
articles = store.search("kubernetes", count=10)
articles = store.get_latest(count=20, category="tech")
health = store.get_health() # fetch/error counts per feed
stats = get_catalog_stats() # {total_feeds, categories, languages}
store.close()
| Class | Description |
|---|---|
FeedStore | SQLite-backed subscription + article store (~/.feedkit/feedkit.db) |
FeedEntry | Single entry from a fetched feed (title, url, summary, published, author) |
CollectResult | Bulk collection result (feeds_ok, feeds_error, new_articles, duration_ms) |
CatalogFeed | Entry from the built-in catalog (url, title, category, subcategory, language, domain) |
pip install "feedkit[mcp]"
feedkit-mcp # starts stdio MCP server
Claude Code (~/.claude/settings.json):
{
"mcpServers": { "feedkit": { "command": "feedkit-mcp" } } }
| # | Tool | Parameters | Description |
|---|---|---|---|
| 1 | fetch_single_feed | url, count=10 | Fetch entries from any RSS/Atom URL (no subscription needed) |
| 2 | search_feed_catalog | query, category, language, count=20 | Search the built-in 444-feed catalog |
| 3 | catalog_stats | Get catalog statistics (total, by category, by language) | |
| 4 | subscribe_feed | url, title, category | Subscribe to a feed for ongoing collection |
| 5 | unsubscribe_feed | url | Remove a subscription |
| 6 | list_subscriptions | List all subscriptions with status | |
| 7 | collect_feeds | category | Collect new articles from all subscriptions |
| 8 | search_articles | query, count=10 | Full-text search across collected articles |
| 9 | get_latest_articles | category, count=20 | Get most recently collected articles |
User: "What are the latest AI papers on arXiv?"
444 verified feeds across 6 categories. All audited — hard paywalls (Bloomberg, FT, WSJ) and broken URLs removed.
| Category | Feeds | Subcategories | Highlights |
|---|---|---|---|
| technology | 68 | ai_ml, developer, it_news, security, startup, ... | AWS, Cloudflare, Stripe, Netflix, HN, Go Blog, Rust Blog |
| science | 128 | journal, preprint, news, government | Nature, Science, arXiv, bioRxiv, medRxiv, NASA, PLOS |
| society | 119 | news_us, news_ko, news_uk, news_intl, factcheck, ... | BBC, NPR, NYT, NHK, JTBC, PolitiFact, Snopes |
| finance | 89 | markets, central_bank, regulatory, crypto | Fed, BOE, BOJ, SEC, CNBC, CoinDesk, Yahoo Finance |
| pets | 27 | veterinary, community, blog, health | AKC, PetMD, ASPCA, dvm360, r/dogs, r/cats |
| academia | 13 | ai_ml, research, institution | Google AI, DeepMind, Stanford HAI, Hugging Face |
Languages: English (381), Korean (47), Japanese (14), Chinese (2)
Full feed list: CATALOG.md
| awesome-rss-feeds (2.1K★) | engineering-blogs (37.5K★) | FeedKit | |
|---|---|---|---|
| Type | Markdown list | Markdown list | Python package |
| Feeds | ~500 | ~600 | 444 |
| Scope | General | Tech blogs only | Tech + Science + Finance + News + Factcheck |
| Last update | 2021 (stale) | 2022 (stale) | Active (daily collection) |
| Verified working | No | No | Yes (778K+ articles collected) |
| Legal audit | No | No | Yes (paywall/ToS feeds removed) |
| CLI | No | No | Yes (12 commands) |
| Programmatic API | No | No | Yes (async Python) |
| MCP server | No | No | Yes (9 tools) |
| OPML | No | No | Yes (import/export) |
| FTS search | No | No | Yes (SQLite FTS5) |
This package distributes a catalog of publicly available RSS feed URLs, not the feed content itself. RSS is a syndication standard — publishing an RSS feed is an explicit invitation for readers to subscribe. FeedKit fetches feeds on the user's behalf and does not store or redistribute copyrighted content.
Feeds behind hard paywalls (Bloomberg, FT, WSJ, Barron's) and feeds with aggressive terms of service have been removed from the catalog.
MIT
Part of the QuartzUnit ecosystem — composable Python libraries for data collection, extraction, search, and AI agent safety.