md-vision MCP server
io.github.japlete/md-vision·v0.2.1·1 starsRead markdown with inlined images and index headings for agentic RAG workflows.
1 stars38 downloads/wk
Reviews
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If you have run it, two minutes of your experience saves the next person an afternoon.
md-vision tools (2)
write = sends, deletes, buys or postsRead from the package source without running it. The installed server may list more.
index_mdIndex headings in a markdown file, URL, or local folder. Returns frontmatter (if any) and a TSV table of headings, line_start, n_images, char_count; use read_md_with_images to read specific content.
read_md_with_imagesRead a markdown file or selected section/range and return the markdown with interleaved image blocks. Use section for an exact heading; if it is missing, line_range is used when provided. Optionally use index_md first to discover headings.
Public scan report
scanner v0.1.9 · 2026-09-26 · same rubric, same numbers if you re-run it
- Code scan4 source files scanned25/25
- –Live reliabilityno gateway calls yet and no remote to proben/a
- –Tool poisoningtools not inspected (local package is not executed); not countedn/a
- Auth qualitylocal package, no credentials required12/15
- Maintenancelast push 97 days ago8/15
- Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
How md-vision compares
Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 82/100
- higher than 65% of 4,460 AI and agents servers
- Tools
- 2
- the typical AI and agents server has 6
- Tools that change things
- 0%
- typical: 0%. Fewer write tools means less an agent can break
- GitHub stars
- 1
- more than 50% of 2,711 AI and agents servers
- Downloads a week
- 38
- more than 30% of 1,538 AI and agents servers with a package
What its tools let an agent do: 2 read
Install md-vision in Claude Code, Cursor or VS Code
Runs npx -y md-vision on your machine. Read the scan report first; the gateway never runs local packages.
claude mcp add md-vision -- npx -y md-vision
What the publisher says
From the md-vision repository's README, as published. We do not edit it. Read it on GitHub
md-vision MCP server
stdio MCP server with two read-only tools for agentic RAG over markdown documentation:
- readmdwithimages** — return markdown with referenced images as interleaved image blocks. Avoids an extra tool call for each image to read. Optionally scoped to a specific section or line range.
- indexmd** — return a compact heading index for a file, URL, or folder of markdown files. Used to dynamically index files for targeted reads.
Typical flow: call indexmd to discover headings and structure, then readmdwithimages on the sections you need.
Install: MCP client configuration
Published package: md-vision on npm
In your agent config (.agents/mcp.json or similar), point your MCP host at the server. Example:
{
"mcpServers": {
"md-vision": {
"command": "npx",
"args": [
"md-vision",
"--allow-path",
"/absolute/path/to/docs",
"--allow-domain",
"none"
]
}
}
}With remote markdown (allow all HTTP(S) hosts, or list specific domains):
{
"mcpServers": {
"md-vision": {
"command": "npx",
"args": [
"md-vision",
"--allow-path",
"/absolute/path/to/docs",
"--allow-domain",
"all"
]
}
}
}{
"mcpServers": {
"md-vision": {
"command": "npx",
"args": [
"md-vision",
"--allow-path",
"/absolute/path/to/docs",
"--allow-domain",
"raw.githubusercontent.com"
]
}
}
}The server exits on startup if --allow-path or --allow-domain is omitted.
Restart the MCP host after changing configuration.
Restricting allowed paths and domains
Equivalent forms: --allow-path=/path, --allow-domain=host.example, --allow-domain=all, --allow-domain=none.
Do not pass a bare * as a separate shell argument — the shell expands it to filenames in the current directory. Use all or --allow-domain=all instead.
Requirements
- Node.js 20+
Tools
readmdwith_images
Read a markdown file and inline referenced images as MCP image content.
Returns: MCP content array — alternating text and image blocks (PNG, base64) in document order; frontmatter preserved in the leading text. Before each inlined image, a short text block carries the resolved image URL (omitted for data: URIs and other long references). Images beyond max_images stay as markdown image syntax in text.
URI forms: local filesystem paths and http(s):// URLs. Local paths must fall under a configured --allow-path directory. Relative image paths resolve against the markdown file location or document URL. Images may use markdown syntax or HTML tags.
index_md
Index headings for navigation before targeted reads.
Returns: Markdown string. For each file:
Shortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
md-vision: common questions
- Is md-vision MCP server safe?
- Mostly: it is graded B (82/100). Read the md-vision safety report
- How do I install md-vision?
- It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
- Does md-vision need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is md-vision maintained?
- The last commit was 136 days ago (2026-06-21). The latest release is v0.2.1.
- What can I use instead of md-vision?
- Servers from other publishers that do the same job: Guaardvark MCP server, PDF MCP server and DataSinking MCP server.
- How does md-vision compare with other AI and agents MCP servers?
- safety score 82/100 (higher than 65% of 4,460 AI and agents servers); tools 2 (the typical AI and agents server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.
Alternatives to md-vision
Same job from other publishers: the closest match first, then the best rated.
GuaardvarkLocal AI studio on your GPU: images, video, music, voice, RAG. Needs the Guaardvark app installed.not reviewedEstablishedB- PDFAgentic RAG over one PDF or a whole folder: hybrid search, selective page reads, tables, OCR.not reviewedEstablishedA
- DataSinkingFull-text financial reports (US, China, Japan, Korea, Taiwan, UK) as clean Markdown for RAG agents.not reviewedEstablishedA
- Basic MemoryLocal-first knowledge management with bi-directional LLM sync via Markdown files.not reviewedWidely usedB
- Agent-Native AssetsDigital asset manager - upload, organize, search, and generate on-brand images and videosnot reviewedEstablishedA