EnConvert

com.enconvert由 enconvert.com 发布v0.5.1更新于 Oct 24, 2026

Unified web ingestion for AI agents: perceive, discover, search, extract, ingest, watch, convert.

发布方自己的服务:convert.express

概览

AI 生成的概览

EnConvert 让 AI 助手带质量评分地读取网页、搜索、抽取数据、把站点转为 RAG 语料、监控页面变化,并转换与压缩文件。

可以做什么
  • 把网页渲染为 Markdown、HTML、截图、PDF、链接和图片,并返回 render_quality 评分与具名扣分项;可重新获取结果、批量处理最多 1000 个网址
  • 枚举站点网址,并执行基于 Google 的网页、新闻、图片、学术、专利和地图搜索,可选自动读取靠前结果
  • 按 schema 从网址或已发现站点抽取结构化数据,并把站点转为 RAG 可用的分块 JSONL,支持任务列表、轮询与取消
  • 创建、列出、更新和删除页面监控器,查看差异历史与快照,并重发摄取完成 webhook
  • 转换文档、图片和文件为 PDF 或 Markdown,按目标大小压缩图片,查询转换任务状态
  • 提供转换矩阵、监控器和摄取任务的只读资源,以及站点转 RAG、页面监控、文件夹转换等引导式提示
适用场景
适合需要读取或调研实时网页、把站点或文档转成 RAG 可用文本、批量抽取结构化数据、监控页面变化,或转换与压缩本地文件的场景。只用文件工具可做纯文档转换助手,只用网页工具则适合研究与语料摄取流程。
运行要求
通过 npx 在本地运行,需要 Node.js ^20.20.0 或 >=22.22.0。需要 EnConvert 密钥 API key,可通过 ENCONVERT_API_KEY 环境变量或 setup 命令写入的配置文件提供;网页工具受套餐限制。可选 ENCONVERT_BASE_URL 与 ENCONVERT_TOOLSETS 设置。需能访问 EnConvert API 的网络。
安装前请注意
API key 属于机密,会保存在本地配置文件或客户端 env 中,勿放入共享配置或留在 shell 历史里。网页读取与缓存命中会计费,批量、摄取和监控任务会消耗配额。监控器与摄取任务会创建、修改和删除远端状态,摄取 webhook 使用 HMAC 签名。文件工具需绝对路径,文件会上传到 EnConvert 服务。

安装

在 SourceWeft 中

  1. 打开 控制台中的 EnConvert,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

README

@enconvert/mcp

[MCP Badge]

[mcp MCP server]

[mcp MCP server]

Web and file reading for AI agents with a 0-1 render_quality score on every read. EnConvert perceives pages, discovers URLs, searches the live web, extracts structured data, ingests RAG-ready chunks and watches for changes, all through one API key, and every web read comes back scored with named deductions so a blocked, challenge or empty-SPA page is flagged instead of mistaken for content.

Official Model Context Protocol (MCP) server for EnConvert. It lets any MCP-compatible AI agent (Claude Code, Cursor, Windsurf, Claude Desktop, Continue, etc.) read the web and convert files through a single command.

Listed on: Official MCP Registry · Glama · LobeHub · npm

What you get

Twenty-four tools, optimized for reliable LLM tool selection. All URL/browser work goes through the V2 tools (perceive_url and friends); the V1 tools cover local/remote FILE conversion. All 24 are registered by default; see Toolsets to register only the web or only the file tools.

Every web read is scored

perceive_url (and everything built on it) returns render_quality (0.0-1.0) with named deductions such as anti_bot_challenge, http_error or login_wall, plus the source status_code. The contract your agent can rely on:

  • A detected content-free block is HTTP 200 with is_blocked: true, empty outputs and billed: false. The tool text says Blocked: yes (not billed). There is nothing to read; do not retry the same URL expecting a different answer.
  • Reads whose deductions include http_error or login_wall are also not billed (billed: false, text Not billed.). Cache hits are billed.
  • Treat render_quality below 0.40 as not-content: surface the score and deductions instead of the markdown.
  • A 429 comes back as plain text: Rate limited; retry after N seconds, from the gateway's Retry-After header.

File conversion (6)

ToolWhat it does
convert_documentConvert DOC(X), XLS(X), PPT(X), ODT, ODS, ODP, OTS, Pages, Numbers, EPUB, HTML, MD, CSV, JSON, XML, YAML, TOML to PDF (or between each other)
convert_imageConvert between JPEG, PNG, SVG, HEIC, WebP, plus PDF → JPEG rasterization (handy for iPhone HEIC → WebP). SVG rasterization takes optional width and height controls
compress_imageShrink a PNG, JPEG or WebP without changing its format, optionally to a target size in KB
convert_anything_to_markdownTurn PDF, Office, ODF, EPUB, HTML, CSV or text files into clean Markdown for RAG pipelines
convert_anything_to_pdfTurn almost any file (Office, ODF, iWork, images, SVG, HTML, Markdown, EPUB, RTF, CSV) into a PDF
get_job_statusCheck a single file-conversion job by its job ID

Compression and sizing

compress_image never changes the format: a PNG comes back as a PNG, a JPEG as a JPEG, a WebP as a WebP, and the result is never larger than the input. It goes lossless first (metadata stripped, ICC profile and EXIF orientation preserved), then downscales with the aspect ratio locked if target_size_kb is still out of reach. An unreachable target_size_kb is not an error: you get back the smallest file achieved, so check file_size on the result. Animated APNG and animated WebP are rejected.

width and height on convert_image apply to SVG input only (svg to png, jpeg or webp; SVG to HEIC does not take them), 1 to 10000 each. Pass one alone and the other dimension is derived from the SVG's own aspect ratio. Pass both to set the exact canvas, which may change the aspect ratio. Omit both and the SVG's intrinsic size is kept.

V2: web data for agents (18, private API key required, plan-gated)

ToolWhat it does
perceive_urlRender a page into multiple artifacts at once (markdown, HTML, screenshots, PDF, links, images) + structured extraction, with ~1h caching
get_perceive_operationRe-fetch a perceive result with freshly signed artifact URLs
perceive_batchPerceive up to 1000 URLs with shared options (inline for small batches, async for large)
get_perceive_batchPoll a perceive batch by job ID
discover_urlsEnumerate a site's URLs via sitemap/crawl/hybrid, with no rendering and no render quota
web_searchGoogle-backed search (web, news, images, scholar, patents, maps) with optional auto-perceive of top results
extract_structuredSchema-driven data extraction (free CSS pass + LLM escalation) from up to 50 URLs or a discovered site
start_ingestTurn a site or URL list into RAG-ready chunked JSONL (always async)
list_ingest_jobs / get_ingest_job / cancel_ingest_jobManage ingest jobs
retry_ingest_webhookRe-deliver a completed job's HMAC-signed completion webhook
create_watcher / list_watchers / get_watcher / get_watcher_snapshots / update_watcher / delete_watcherMonitor pages for changes on an hourly-plus cadence with diff history and notifications

Not exposed by design: the webhook signing-secret endpoints (GET/POST /v2/ingest/webhook-secret*), because secrets do not belong in LLM context. Fetch those from the EnConvert dashboard.

Prompts (7)

Invokable workflows, surfaced as /mcp__enconvert__<name> in Claude Code. Each encodes ordering and cost rules the individual tools cannot enforce on their own.

PromptWhat it does
site_to_rag_corpusDiscover a site's URLs, filter them, ingest to chunked JSONL, poll to completion
monitor_pageRender once to pick the right diff mode, check for duplicates, then create the watcher
convert_folderRoute every file in a directory to the correct conversion tool by extension
research_with_sourcesOne web_search(perceive_top=N) round trip, then an answer with cited sources
extract_datasetWrite the schema, try the free CSS pass, then extract and report the LLM escalation
diagnose_renderEscalation ladder for an empty, partial or blocked render
watch_digestRoll up every watcher's recent changes plus a health audit

Resources (4)

Read-only context addressed by URI. No resource read triggers a browser render, so attaching them costs no quota.

ResourceWhat it holds
enconvert://formatsThe full conversion matrix: every implemented pair and accepted extension per tool. Offline, works without an API key
enconvert://watchersEvery page being monitored, with cadence, check counts and error streaks
enconvert://ingest-jobsRecent ingest jobs with status, chunk counts and output links
enconvert://watcher/{watcher_id}/snapshotsOne watcher's check history and diffs

Requirements

Install in one command

bash
npx @enconvert/mcp setup

That's it. The wizard:

  1. Detects your AI tools (Claude Code, Claude Desktop, Cursor, Windsurf, VS Code, Zed, Gemini CLI, Codex CLI, OpenCode) and lets you pick which get EnConvert. Detected tools are preselected.
  2. Asks for your secret API key once (hidden input) and validates it live against the API. It even tells you if you pasted a public key by mistake.
  3. Writes every config correctly, including the cmd /c npx wrapper Windows needs. Your key is stored once in ~/.enconvert/config.json (permissions 600), never copied into client configs.
$ npx @enconvert/mcp setup
  EnConvert MCP - setup
? Which AI tools should get EnConvert?  [x] Claude Code (detected)    [x] Cursor (detected)  [ ] Claude Desktop            [ ] Windsurf   ...? Paste your SECRET API key (sk_live_..., input hidden): ********  ✔ API key is valid.  + Claude Code - claude CLI (user scope)  + Cursor - ~/.cursor/mcp.json
  Done. Restart your AI tools to pick up the server.

Restart your AI tools afterwards, and you're running.

Manage it just as easily

CommandWhat it does
npx @enconvert/mcp statusWhere it's installed + whether your key is valid (live check)
npx @enconvert/mcp rotate-keySwap in a new API key: one command, applies to every client
npx @enconvert/mcp upgradeCheck npm for a newer version and upgrade (add --dry-run to preview)
npx @enconvert/mcp removeUninstall from selected tools (optionally delete the saved key)
npx @enconvert/mcp setup --yesNon-interactive: configure all detected tools with the saved key

Scripting? setup --clients claude-code,cursor --api-key sk_live_... --yes skips all prompts. rotate-key with no argument prompts with hidden input so the key never lands in your shell history.

Where the key lives

setup stores your key once in ~/.enconvert/config.json (mode 600) instead of pasting it into every client's plaintext config. The server reads it at startup; the ENCONVERT_API_KEY environment variable always overrides it (for Docker, CI, or manual setups). Rotating is therefore a single-file change, and every client picks it up on its next launch.

Advanced: manual configuration

Prefer to wire it yourself? Add this to your client's MCP config (~/.cursor/mcp.json, ~/.codeium/windsurf/mcp_config.json, etc.):

json
{  "mcpServers": {    "enconvert": {      "command": "npx",      "args": ["-y", "@enconvert/mcp@latest"],      "env": {        "ENCONVERT_API_KEY": "sk_live_your_key"      }    }  }}

On native Windows, use "command": "cmd" and "args": ["/c", "npx", "-y", "@enconvert/mcp@latest"], because bare npx hangs. (WSL behaves like Linux.) For Claude Code:

bash
claude mcp add enconvert -s user \  -e ENCONVERT_API_KEY=sk_live_your_key \  -- npx -y @enconvert/mcp@latest

The inline env block is optional if you've run setup (or created ~/.enconvert/config.json); the server falls back to the saved key automatically. Client config locations: Claude Desktop ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) / %APPDATA%\Claude\claude_desktop_config.json (Windows); Cursor ~/.cursor/mcp.json; Windsurf ~/.codeium/windsurf/mcp_config.json; Gemini CLI ~/.gemini/settings.json; Codex ~/.codex/config.toml.

Try it

Once installed, try any of these in a fresh prompt:

  1. "Give me https://en.wikipedia.org/wiki/Model_Context_Protocol as markdown and summarize it." → perceive_url
  2. "Screenshot https://news.ycombinator.com and save the page as a PDF too." → perceive_url (both artifacts in one call)
  3. "Search for the three best static site generators and read their homepages." → web_search with perceive_top
  4. "Get every plan name and price from https://example.com/pricing." → extract_structured
  5. "Convert /Users/me/Desktop/report.docx to PDF." → convert_document
  6. "Convert /Users/me/Desktop/iphone.heic to webp." → convert_image
  7. "Squeeze /Users/me/Desktop/screenshot.png down to under 200 KB." → compress_image
  8. "Turn /Users/me/Docs/whitepaper.pdf into Markdown for my RAG index." → convert_anything_to_markdown
  9. "Watch https://example.com/changelog and tell me when it changes." → create_watcher

The agent picks the right tool automatically. Descriptions are tuned so URL work lands on perceive_url and file work on the convert tools.

Configuration

The API key is resolved in this order:

  1. ENCONVERT_API_KEY environment variable (from your MCP client's env block), which always wins
  2. ~/.enconvert/config.json, written by npx @enconvert/mcp setup
SettingRequiredDefaultPurpose
ENCONVERT_API_KEY (env) or api_key (config file)✅ YesnoneYour secret EnConvert API key
ENCONVERT_BASE_URL (env) or base_url (config file)Nohttps://api.enconvert.comOverride for staging or self-hosted EnConvert
ENCONVERT_TOOLSETS (env)NoallWhich tool family to register: web, files or all

Toolsets

Every registered tool costs context on each turn, so trim the set when you only need one family:

ENCONVERT_TOOLSETSToolsUse when
webthe 18 V2 tools: perceive, discover, search, extract, ingest, watchthe agent reads the web; nothing on disk to convert
filesthe 6 V1 file tools: convert, compress, job statusa pure document-conversion assistant
all (default)all 24you want both

Set it in the client's env block next to the API key, e.g. "ENCONVERT_TOOLSETS": "web". The server logs [enconvert-mcp] toolsets=all: 24 tools registered to stderr on startup (stdout is the MCP transport). An unknown value is a startup error, not a silent default. Prompts and resources are always registered.

How it works

The server is a thin MCP wrapper around the official @enconvert/node-sdk, which owns all HTTP, auth, timeout (5 min), and job-polling fallback logic. Each tool handler maps MCP input to an SDK call and returns a consistent response:

  • a text summary with the download URL(s) and metadata
  • a structuredContent block with the full typed result
  • a resource_link to the local file when save_to is provided (file tools)
  • for perceive_url, the markdown artifact inlined in the response (up to ~256 KB) so agents can immediately read it without a second HTTP fetch

Troubleshooting

npx hangs on native Windows Use cmd /c npx …. The cmd shim handles Windows path resolution that bare npx does not. (npx @enconvert/mcp setup writes this automatically on Windows.)

Authentication failed: Invalid or missing API key Run npx @enconvert/mcp status. It shows where your key comes from and validates it live. Fix with npx @enconvert/mcp rotate-key, or check the ENCONVERT_API_KEY env block if you configured manually.

Tool call times out Browser renders of heavy pages (perceive_url, extract_structured) can take 15-30 s, and the SDK waits up to 5 min. If your client has a shorter timeout, raise it.

"Relative path" error on the file tools Pass an absolute path (e.g., /Users/me/file.docx or C:\Users\me\file.docx), or pass an http(s):// URL. MCP servers have no reliable working directory.

How it depends on the Node SDK

This MCP server is a thin wrapper around @enconvert/node-sdk, which owns all HTTP, authentication, timeout, retry, and job_id polling-on-500 logic. New SDK releases automatically benefit the MCP server.

License

MIT

Links

来源:README.md,提交 d29345a

工具

0
SourceWeft 尚未在沙箱中启动过该软件包,因此其工具未知。

版本历史

2
  1. v0.5.1最新Sep 17, 2026
  2. v0.5.0Sep 16, 2026

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