BytesAgain is a curated directory of 60,000+ AI agent skills from ClawHub, GitHub, LobeHub, and Dify. Search skills by keyword in 7 languages, browse by role (developer, creator, trader, marketer) or by use case.

How do I find AI skills on BytesAgain?

Use the search bar on BytesAgain.com to search by keyword in 7 languages. You can also browse by role (developer, creator, trader, marketer) or by use case. Each skill shows install instructions for Claude, Cursor, OpenClaw, Continue, and more.

Yes, BytesAgain is completely free. No registration required for searching skills. The MCP API is also free with rate limits.

Does BytesAgain have an API for AI agents?

Yes! BytesAgain provides a free MCP SSE endpoint at /api/mcp/sse for AI agents, plus a REST API at /api/mcp?action=search&q= . No authentication needed.

Can I request a new AI skill on BytesAgain?

Yes! Visit the Requests page on BytesAgain.com to submit a skill request. Your request will be visible to the community and notified to the site admin.

🦀 ClawHub

MinerU OCR Local & API

by @focusshang

Parse complex PDFs and document images with MinerU through either the hosted MinerU API or the local open-source MinerU runtime. Use when Codex, OpenClaw, Cl...

Versionv1.1.4

Downloads715

Stars⭐ 1

#crypto-defi #legal

View on ClawHub →

TERMINAL

clawhub install mineru-ocr-local-api

📖 About This Skill

name: mineru-ocr-local-api description: Parse complex PDFs and document images with MinerU through either the hosted MinerU API or the local open-source MinerU runtime. Use when Codex, OpenClaw, Claude Code, or similar coding agents need MinerU-based OCR, layout-aware Markdown extraction, formula extraction, local-file upload to the MinerU API, local MinerU CLI parsing from https://github.com/opendatalab/MinerU, mode selection between api and local, task polling, archive download, or complete document text extraction. metadata: openclaw: homepage: https://github.com/opendatalab/MinerU primaryEnv: MINERU_API_TOKEN requires: anyBins: - python - python.exe envVars: - name: MINERU_API_TOKEN required: false description: Required for hosted MinerU API mode. - name: MINERU_API_BASE_URL required: false description: Optional MinerU API base URL override. - name: MINERU_API_TIMEOUT required: false description: Optional HTTP timeout for MinerU API mode. - name: MINERU_API_POLL_TIMEOUT required: false description: Optional polling timeout for MinerU API mode. - name: MINERU_API_POLL_INTERVAL required: false description: Optional polling interval for MinerU API mode. - name: MINERU_LOCAL_CMD required: false description: Optional path to mineru or mineru.exe for local mode. - name: MINERU_LOCAL_PYTHON required: false description: Optional Python interpreter for python -m mineru.cli.client. - name: MINERU_LOCAL_BACKEND required: false description: Optional local MinerU backend override. - name: MINERU_LOCAL_METHOD required: false description: Optional local MinerU parse method override. - name: MINERU_LOCAL_LANG required: false description: Optional local MinerU language hint. - name: MINERU_LOCAL_MODEL_SOURCE required: false description: Optional local MinerU model source override. - name: MINERU_LOCAL_DEVICE_MODE required: false description: Optional local MinerU device override. - name: MINERU_LOCAL_TIMEOUT required: false description: Optional timeout for local MinerU mode. dependencies: - name: httpx type: pip version: ">=0.27" url: https://pypi.org/project/httpx/ repository: https://github.com/encode/httpx

MinerU OCR Local API

Hard Rules

1. Use python scripts/mineru_caller.py for every MinerU request. 2. Do not parse the document yourself as a fallback. 3. If MinerU returns an error, show the error and stop. 4. Treat the saved JSON envelope and generated artifact files as the source of truth. 5. Prefer the top-level text field when the user asks for the full extracted document.

Choose The Mode

Use --mode api when the user wants the hosted MinerU service, already has MINERU_API_TOKEN, needs URL input, or wants the official cloud API workflow.

Use --mode local when the user wants the open-source MinerU runtime from https://github.com/opendatalab/MinerU, wants data to stay local, or explicitly asks for local parsing.

Use --mode auto only when the user does not care which mode is used. auto prefers API when MINERU_API_TOKEN is configured and falls back to local only for local files.

Standard Workflow

1. For a hosted API parse from URL:

   python scripts/mineru_caller.py --mode api --file-url "https://example.com/paper.pdf" --pretty

2. For a hosted API parse from a local file:

   python scripts/mineru_caller.py --mode api --file-path "C:/docs/paper.pdf" --pretty

3. For a local open-source MinerU parse:

   python scripts/mineru_caller.py --mode local --file-path "C:/docs/paper.pdf" --pretty

4. When the input is a local file and the user will need an IDE-accessible path, prefer saving beside the source file:

   python scripts/mineru_caller.py --mode local --file-path "C:/docs/paper.pdf" --download-dir "C:/docs/paper.mineru" --pretty

5. Read these output fields before answering: - mode: actual execution mode used - text: complete document Markdown from full.md or .md - result.submit: raw task-creation response for API URL parsing - result.batch: raw upload-batch response for API local-file parsing - result.poll: final API task-status payload - result.local: local MinerU CLI invocation summary - artifacts.full_md_path: absolute path to the main Markdown file - artifacts.local_parse_dir: local MinerU parse directory when using --mode local - artifacts.downloaded_zip: downloaded MinerU archive when using --mode api

Useful Flags

--mode api|local|auto: choose hosted API, local runtime, or automatic selection

--no-wait: return after submission without polling; API mode only

--no-download: skip downloading full_zip_url; API mode only

--download-dir DIR: store API downloads or local MinerU outputs in a specific directory

--language en: pass a language hint

--ocr: force OCR mode

--disable-formula: turn off formula extraction

--local-cmd PATH: explicit path to mineru.exe or mineru

--local-python PATH: explicit Python path for python -m mineru.cli.client

--local-backend pipeline: choose the local MinerU backend

--local-method auto|txt|ocr: choose the local MinerU parse method

--local-model-source modelscope: useful in environments where Hugging Face access is restricted

--local-device cpu: force a local inference device when needed

Present Results

If the user asks for all text, show the top-level text field.

If the user asks where files were saved, report the paths in artifacts.

If the output is large, give the saved file paths first and then the requested excerpt or summary.

If API mode completed but archive download failed, report artifacts.full_zip_url.

Configuration

For API mode:

MINERU_API_TOKEN
MINERU_API_BASE_URL=https://mineru.net
MINERU_API_TIMEOUT=60
MINERU_API_POLL_TIMEOUT=900
MINERU_API_POLL_INTERVAL=5

Windows PowerShell examples:

$env:MINERU_API_TOKEN="YOUR_MINERU_TOKEN"
setx MINERU_API_TOKEN "YOUR_MINERU_TOKEN"

Use the first command for the current terminal only. Use setx to persist it for future terminals, then restart Codex/Cursor or open a new terminal.

For local mode, configure at least one runtime entry point:

MINERU_LOCAL_CMD=C:\path\to\mineru.exe
MINERU_LOCAL_PYTHON=C:\path\to\python.exe
MINERU_LOCAL_BACKEND=pipeline
MINERU_LOCAL_METHOD=auto
MINERU_LOCAL_LANG=ch
MINERU_LOCAL_MODEL_SOURCE=modelscope
MINERU_LOCAL_DEVICE_MODE=cpu
MINERU_LOCAL_TIMEOUT=3600

Local mode only supports --file-path. It does not accept --file-url.

Error Handling

Missing API token: show the configuration error, tell the user to set MINERU_API_TOKEN, and include one-shot plus persistent commands.

Missing local runtime: show the configuration error and stop.

Failed task or failed local CLI run: show the error and stop.

Poll timeout: tell the user the task id and that polling timed out.

API archive download TLS error: rely on the built-in curl fallback before reporting failure.

Missing expected output files: return any artifact paths that do exist and report the missing output.

References

references/output_schema.md: JSON envelope and artifact layout for both modes.

Load the reference file when:

You need to explain which saved files matter.

You need to inspect mode-specific artifacts such as downloaded_zip, local_parse_dir, middle_json, or content_list.

Verification

Validate the skill folder:

python /path/to/quick_validate.py /path/to/mineru-ocr-api-local

Run a local runtime check against a sample PDF:

python scripts/mineru_caller.py --mode local --file-path "D:/path/to/file.pdf" --pretty --stdout

Run an API runtime check against a remote PDF:

python scripts/mineru_caller.py --mode api --file-url "https://example.com/file.pdf" --pretty --stdout

⚙️ Configuration

For API mode:

MINERU_API_TOKEN
MINERU_API_BASE_URL=https://mineru.net
MINERU_API_TIMEOUT=60
MINERU_API_POLL_TIMEOUT=900
MINERU_API_POLL_INTERVAL=5

Windows PowerShell examples:

$env:MINERU_API_TOKEN="YOUR_MINERU_TOKEN"
setx MINERU_API_TOKEN "YOUR_MINERU_TOKEN"

Use the first command for the current terminal only. Use setx to persist it for future terminals, then restart Codex/Cursor or open a new terminal.

For local mode, configure at least one runtime entry point:

MINERU_LOCAL_CMD=C:\path\to\mineru.exe
MINERU_LOCAL_PYTHON=C:\path\to\python.exe
MINERU_LOCAL_BACKEND=pipeline
MINERU_LOCAL_METHOD=auto
MINERU_LOCAL_LANG=ch
MINERU_LOCAL_MODEL_SOURCE=modelscope
MINERU_LOCAL_DEVICE_MODE=cpu
MINERU_LOCAL_TIMEOUT=3600

Local mode only supports --file-path. It does not accept --file-url.