jina-reader
Zero-RAM, server-less way to fetch a single web page as clean, LLM-ready markdown via a one-line HTTP GET to Jina Reader (r.jina.ai plus the target URL) — no MCP, no resident process. Use as the cheapest first hop for a simple or mostly-static page (article, doc, blog, README, changelog) when you just need its readable text and do not need crawling, JS rendering, screenshots, or schema extraction. Escalate to the Firecrawl MCP for JS-heavy or dynamic pages, crawling, or structured extraction; use the exa MCP web_fetch for batch URL reads. NEVER hardcode the Jina API key.
- License 许可
- MIT
- 最近更新
- 2026-11-02
- Stars
- ★ 0
- Forks
- 0
01 前言 Front Matter
- name
- jina-reader
- description
- Zero-RAM, server-less way to fetch a single web page as clean, LLM-ready markdown via a one-line HTTP GET to Jina Reader (r.jina.ai plus the target URL) — no MCP, no resident process. Use as the cheapest first hop for a simple or mostly-static page (article, doc, blog, README, changelog) when you just need its readable text and do not need crawling, JS rendering, screenshots, or schema extraction. Escalate to the Firecrawl MCP for JS-heavy or dynamic pages, crawling, or structured extraction; use the exa MCP web_fetch for batch URL reads. NEVER hardcode the Jina API key.
03 SKILL.md 正文
Jina Reader (zero-RAM page fetch)
Fetch one URL as clean markdown with a single HTTP GET — no MCP server, no subprocess, no RAM footprint. This is the leanest fetch in the stack; reach for it before waking a heavier tool.
When to use
- A simple / mostly-static page: article, blog post, docs page, README, changelog, release notes.
- You need the readable text/markdown, not screenshots, brand extraction, crawling, or a schema.
- You want to avoid spawning a resident MCP process (RAM-conscious sessions).
Prefer a heavier tool when: the page is JS-heavy / renders client-side, you need to crawl or
map a site, you need structured/schema extraction or screenshots (use firecrawl), or
you want to batch many URLs in one call (use the exa MCP web_fetch_exa).
How (HTTP GET — pick your client)
Prefix the target URL with https://r.jina.ai/:
# Bash / curl
curl -sS "https://r.jina.ai/https://example.com/some/article"
You can also use the WebFetch tool against https://r.jina.ai/<TARGET_URL> — same idea, no shell.
Optional headers
Authorization: Bearer $JINA_API_KEY— higher rate limits + the free 10M-token allowance. Read the key from the environment; never hardcode or print it. Skip the header entirely for anonymous use.X-Return-Format: markdown(default) — alsotext,html.X-Target-Selector: <css>/X-Remove-Selector: <css>— keep/drop parts of the DOM.X-With-Links-Summary: true— append a consolidated list of the page's links.
Authenticated (key from env — never inline the literal)
Fallback chain
Guardrails
04 同仓库更多 Skills
clarify-requirements
Resolve genuine pre-execution ambiguity by scanning repo context, generating 1-6 grounded options, and asking 1-3 focused questions via AskUserQuestion. NOT for mid-task use (injection risk); NOT when the goal is already unambiguous; use to disambiguate vague prompts before any file edits.
openmm-md
Run FREE, open-source, Windows-native GPU molecular dynamics via the openmm-md MCP (OpenMM + CUDA on the local NVIDIA GPU). Use for protein / protein-ligand MD when you want a free stack or are on Windows without a Schrodinger license. Covers the full workflow (prepare, solvate, minimize, equilibrate, production, analyze, mmgbsa) AND an honest decision guide vs Schrodinger Desmond, including how to run Desmond legitimately on Linux or a cloud GPU with a real license. This is a deliberately LESSER free alternative and does NOT replace the schrodinger MCP tools. Do NOT use it to pick a free tool when a validated FEP+, WaterMap, IFD-MD, or Prime MM-GBSA result is actually required.
visual-review
Take screenshots of web pages and UI using Playwright for visual review and iteration
status
Diagnostic status report — shows metaswarm installation state, project setup, and potential issues
start
Use when starting work on any task, when the user mentions metaswarm, or when the user wants to begin tracked development work
setup
Interactive project setup — detects your project, configures metaswarm, writes project-local files