Imgkits MCP server

• Registry nameio.github.yichong1/mcp-imgkitsin the official registry, answered when asked

The server answered on imgkits.com when the Atlas asked at the address servers are usually mounted on, so it is the vendor's own. An entry in the official MCP registry lists that same address, and gives the server its name.

• Stateanswerschecked 2026-11-11
• Tools21
• Server calls itselfmcp-doc-markdown-mcp
• Server version0.1.0
• Protocol version2025-06-18

On 2026-11-11 the server answered initialize and tools/list without a sign-in. First answer in 63 ms.

• Whether its tools do the product's job has not been judged yet.
• Checked on 6 of the 7 days it takes to judge reliability.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

• INITE MCP scoreafter a weeka score needs 7 daily checks: 6 so far
• Answeredmeasuring6 of the 7 daily checks it takes to print a share
• Median first answer97 ms
• Space in an agent's context≈ 8,186 tokensthe definitions of all its tools (21), which an agent carries on every turn
• Tool definitionsA · 98 of 100
• Typed results0 of 21 toolsdeclared outputSchema: results come typed, read once

• Parameters without a description: in 2 of 21

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

• convert_to_markdownchanges data

  Convert PDF and image files to clean Markdown for RAG, LLM ingestion, and knowledge bases. Optionally include MinerU layout JSON (content list with blocks and bounding boxes). Input: 1-5 public https file URLs, each ≤20 MiB. Supported…

• ocr_imagechanges data

  Extract text from images, screenshots, and scanned PDF pages. Returns text blocks with block-level bounding boxes [x0, y0, x1, y1] and page indexes. Coordinates are MinerU content-list coordinates, not character-level boxes and not…

• extract_tableschanges data

  Extract tables from PDFs and images as HTML plus a row/column matrix. Merged cells are expanded; only the top-left cell carries content and other covered cells are empty strings. Returns row_count, column_count, page_idx, and bbox for…

• translate_textchanges data

  Translate up to 50,000 characters of plain text (up to 50 strings). Long inputs are split into <=1,900-character chunks automatically. Synchronous. Cost: 1 credit per call; mcp-credit-gateway charges before forwarding the request…

• translate_documentchanges data

  Translate a document from a public URL. Supported formats include PDF, DOCX/DOC, XLSX/XLS, PPTX/PPT, EPUB, TXT, HTML, MD and CSV. Upstream size limits: PDF <= 30 MB, other formats <= 80 MB. This is an async job: the call waits up to…

• translate_imagechanges data

  Translate text inside 1-10 images supplied as public URLs (JPG/PNG/WebP recommended; keep each image <= 10 MB). This is an async job: the call waits up to wait_seconds (default 30, max 120) and returns a job_id if still running. Call…

• translate_subtitlechanges data

  Translate SRT, WebVTT or ASS/SSA subtitle content (up to 1,000,000 characters). Timestamps, cue order, SRT/VTT indices and ASS event fields are preserved exactly; only cue text is translated. Synchronous. Cost: 3 credits per call, charged…

• detect_language

  Detect the language of up to 20,000 characters. Uses a local Unicode-script + stopword/diacritic heuristic; no upstream call. Returns a language code, confidence, reliability flag and alternatives. Billing: free by default…

• embed_blind_watermarkchanges data

  Embed an invisible/blind watermark into an image supplied as a public URL (JPG/PNG/WebP/BMP, <= 10 MB; at least 64x64 px recommended). Uses the AiController EncodeBlindWatermark / Alibaba Cloud IMM path. Pass `watermark_text` (<= 512…

• decode_blind_watermark

  Read a blind watermark from an image (public http(s) URL). Uses the AiController CreateDecodeBlindWatermarkTask + GetDecodeBlindWatermarkResult async path. Start with `source_url`; the call waits up to `wait_seconds` (default 15, max 60)…

• text_to_sound_effectchanges data

  Generate a short sound-effect WAV from a text prompt via TangoFlux (async create + result poll). Pass `prompt` (<= 2000 chars) with optional `duration` (default 10s) and `steps` (default 25); the call waits up to `wait_seconds` (default…

• separate_stemschanges data

  Split a public audio URL into vocals + accompaniment stems via Spleeter 2stems (async create + result poll). Pass `audio_url` (http(s), <= 2048 chars) to start, or `job_id` to poll. Waits up to `wait_seconds` (default 30, max 55). Returns…

• transcribe_audiochanges data

  Transcribe a public audio URL via Faster-Whisper (async create + result poll; no status endpoint). Pass `audio_url` (http(s)) to start or `job_id` to poll. Optional `language`, `response_format` (simple|raw). Empty transcript is still…

• generate_subtitleschanges data

  Transcribe a public audio URL with Faster-Whisper and assemble SRT or VTT in the Worker. Pass `audio_url` to start or `job_id` to poll; `format` is `srt` (default) or `vtt`. Cost: 2 credits per call. Compliance / SSRF: Use only on…

• text_to_speechchanges data

  Synthesize speech from text via Qwen-TTS using a short `refer_audio` sample (http(s) URL). Pass `text` (<= 5000) + `refer_audio` (+ recommended `refer_audio_text`) to start, or `job_id` to poll. voiceId library voices are not exposed this…

• clone_voice_ttschanges data

  Clone a voice from `clone_audio_url` and speak `text` via Qwen-TTS. Requires `authorization_confirmed=true` (own voice or written authorization). Pass `text` + `clone_audio_url` (+ recommended `clone_audio_text`) to start, or `job_id` to…

• pdf_to_markdown_then_translatechanges data

  Convert a public PDF URL to Markdown via MinerU, then translate the markdown via the public text API. Pass `file_url` (or `files` with exactly 1 PDF http(s) URL; path must end in .pdf) and required `target_lang`. Optional: `source_lang`…

• convert_text_style

  Transform text with a pure in-Worker algorithm (no upstream HTTP). Pass required `text` (≤8000 chars) and `mode` one of: morse, binary, old_english, fancy, upper, lower, title, reverse. Modes: morse / binary (mappable chars only; others…

• count_text

  Count characters, words, lines, and UTF-8 bytes for `text` (≤8000 chars). Latin words + CJK ideographs counted separately; pure algorithm, no upstream. Returns characters, characters_no_whitespace, words, lines, bytes_utf8. Cost: 1 credit…

• colorize_photochanges data

  Colorize a photo from a public URL. POST {img} to ai.imgkits.com/api/deoldify (AiController Shangse). Black-and-white photos work best; a response with a null URL is treated as failure. Synchronous. Cost: 2 credits per call…

• upscale_imagechanges data

  Upscale an image from a public URL. POST {img, upscale} to ai.imgkits.com/api/restoration. `scale` is 2 (default) or 4 and is sent as `upscale`. Optional `face_enhance` is sent on the same body. There is no separate enhance_photo or…