MCP 服务器

AILANG Parse

            io.github.sunholo-data/parse
        

开发者工具生产力公开且可连接 MCP 2025-11-25

此 MCP 可以做什么

Parses, edits, and converts DOCX, PPTX, XLSX, and PDF files while preserving document structures such as comments, track changes, and merged cells.

editDocument

Parse a document, apply JSON edit deltas, and return the modified blocks as JSON (same format as POST /api/v1/parse with outputFormat=blocks). filepath: uploaded file path (multipart upload). deltas: JSON array of edit operations â see edit_apply.ail for format. Empty array or "" â round-trip (parse + return unchanged blocks). apiKey: dp_ API key. Response: modified blocks JSON. Use the AILANG SDK or CLI to generate a file from the returned blocks (e.g. ailang run ... --convert output.docx). Only deterministic office formats are supported (docx, pptx, xlsx, odt, odp, ods). AI-required formats (pdf, image, audio, video) are rejected.

输入模式

{'type': 'object', 'required': ['filepath', 'deltas', 'apiKey'], 'properties': {'apiKey': {'type': 'string'}, 'deltas': {'type': 'string'}, 'filepath': {'type': 'string'}}}

getUploadUrl

Request a pre-authenticated GCS upload URL for direct file upload. Business tier only. The returned URL allows the client to PUT file content directly to GCS, bypassing the 32MB Cloud Run request limit. After upload, pass the gcs_ref to POST /api/v1/parse.

输入模式

{'type': 'object', 'required': ['filename', 'mimeType', 'apiKey'], 'properties': {'apiKey': {'type': 'string'}, 'filename': {'type': 'string'}, 'mimeType': {'type': 'string'}}}

mcpAccount

View account info, pricing, entitlements, or list keys. Actions: "status" (default) â tier, quota, usage from /me/entitlements "pricing" â public pricing tiers (no auth required) "keys" â list user's API keys with per-key usage "usage" â alias for "keys" (per-key usage is shown there) "history" â whether request history (parsed output kept for replay) is on for this account "history_on" / "history_off" â change it for the account and all its keys Deleting history is deliberately not an MCP action: it stays on POST /api/v1/requests/delete and the dashboard.

输入模式

{'type': 'object', 'required': ['apiKey', 'action'], 'properties': {'action': {'type': 'string'}, 'apiKey': {'type': 'string'}}}

mcpAuth

Start device authorization to get an API key. Returns device_code, user_code, and verification URL. The agent should display the verification URL to the user, who signs in and approves the code. Then call mcpAuthPoll with the device_code. MCP wrappers don't have HTTP request headers, so provenance is empty here.

输入模式

{'type': 'object', 'required': ['label'], 'properties': {'label': {'type': 'string'}}}

mcpAuthPoll

Poll for device authorization completion. Returns "pending" (keep polling every 5s), "approved" (with api_key and tier), or "expired" (start over with mcpAuth).

输入模式

{'type': 'object', 'required': ['deviceCode'], 'properties': {'deviceCode': {'type': 'string'}}}

mcpConvert

Convert a document to another format. Targets: html, md, qmd, docx, pptx, xlsx, odt, odp, ods. `input` is a file path, a sample_id, an https:// URL, or a gs:// ref (Business tier). The converted file comes back as base64 in the JSON response rather than written to disk, so decode `content` to get the bytes. `outputPath` is accepted but ignored; it stays in the signature because removing it would change the auto-generated MCP tool schema for existing clients.

输入模式

{'type': 'object', 'required': ['input', 'outputFormat', 'outputPath', 'apiKey'], 'properties': {'input': {'type': 'string'}, 'apiKey': {'type': 'string'}, 'outputPath': {'type': 'string'}, 'outputFormat': {'type': 'string'}}}

mcpEstimate

Estimate cost and latency for parsing a document. Accepts a file path or sample_id. No auth required.

输入模式

{'type': 'object', 'required': ['filepath', 'outputFormat'], 'properties': {'filepath': {'type': 'string'}, 'outputFormat': {'type': 'string'}}}

mcpFormats

Supported formats, samples, and service capabilities. No auth required. Delegates to package implementation. Single source of truth lives in pkg/sunholo/ailang_parse/services/mcp/tools â since ailang_parse 0.39.x the response carries a runtime capability block (state, not intent), which is why this is no longer pure: it reads env and probes the runtime (Process).

输入模式

{'type': 'object', 'required': ['_'], 'properties': {'_': {'type': 'string'}}}

mcpParse

Parse a document. Accepts a file path or sample_id (e.g. "sample_docx_formatting"). The hosted server requires a valid dp_ API key â get one via mcpAuth. Output formats: blocks (default), markdown, html, a2ui. requestId is reserved for future replay support.

输入模式

{'type': 'object', 'required': ['filepath', 'outputFormat', 'apiKey', 'requestId'], 'properties': {'apiKey': {'type': 'string'}, 'filepath': {'type': 'string'}, 'requestId': {'type': 'string'}, 'outputFormat': {'type': 'string'}}}

submit_feedback

Anonymous bug report / feature request / docs gap, queued for human review. Default routing: `public-feedback` inbox (general AILANG). Pass `package="vendor/name"` (e.g. "sunholo/auth") to route to that package's `pkg:vendor/name` inbox where its autonomous agent watches. Categories: bug, feature, docs, limitation. Body limit 10KB, snippet limit 4KB. Optional contact field for follow-up; opaque to the server. Set `auto_dispatch=true` to authorize the package agent to act on your submission immediately (default false â files for human triage; pkg-feedback agent template lands in a separate sprint).

输入模式

{'type': 'object', 'required': ['title', 'body', 'category', 'ailang_version'], 'properties': {'body': {'type': 'string', 'description': 'Full description (â\x89¤10 KB)'}, 'title': {'type': 'string', 'description': 'Short title for the report'}, 'contact': {'type': 'string', 'description': 'Optional follow-up address (free-form, opaque to the server)'}, 'package': {'type': 'string', 'description': 'Optional vendor/name (e.g. "sunholo/auth") to route to that package\'s pkg:vendor/name inbox. Empty = general AILANG feedback.'}, 'snippet': {'type': 'string', 'description': 'Optional code/error snippet (â\x89¤4 KB)'}, 'category': {'type': 'string', 'description': 'bug | feature | docs | limitation'}, 'auto_dispatch': {'type': 'boolean', 'description': "Authorize the receiving package's autonomous agent to act on this submission. Default false (files for human triage). Tagged on the Pub/Sub notification as category=auto:<original> for coordinator filtering."}, 'ailang_version': {'type': 'string', 'description': "The reporter's CLI version (free-form, used for triage)"}}}

已更改

                            mcpAccount
                        

2026年9月27日 02:49

已添加

                            submit_feedback
                        

2026年9月17日 12:52

已添加

                            mcpParse
                        

2026年9月17日 12:52

已添加

                            mcpFormats
                        

2026年9月17日 12:52

已添加

                            mcpEstimate
                        

2026年9月17日 12:52

已添加

                            mcpConvert
                        

2026年9月17日 12:52

已添加

                            mcpAuthPoll
                        

2026年9月17日 12:52

已添加

                            mcpAuth
                        

2026年9月17日 12:52

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                            mcpAccount
                        

2026年9月17日 12:52

已添加

                            getUploadUrl
                        

2026年9月17日 12:52

已添加

                            editDocument
                        

2026年9月17日 12:52

服务器详情

版本

0.13.1

传输方式

Streamable HTTP

工具

延迟

1693 ms

端点

https://docparse.ailang.sunholo.com/mcp/

近期扫描

成功

2026年10月1日 02:50

成功

2026年9月29日 02:58

成功

2026年9月27日 02:49

成功

2026年9月25日 02:58

成功

2026年9月23日 02:49

成功

2026年9月21日 02:56

成功

2026年9月19日 02:47

成功

2026年9月17日 12:52

AILANG Parse

此 MCP 可以做什么

工具

近期工具变更

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