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md-chunk-lite

PYPI · MD-CHUNK-LITE

Split Markdown into chunks by heading. Each chunk keeps its heading path and line numbers.

Available components

80 Trust /100

Last scanned (10 hours ago)

Scores higher than 80% of PyPI servers

Category Code Search and Documentation

Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →

Supply Chain Security100
  • No malware found by supply-chain analysis.Pass
  • No known CVEs affecting this package version or its production dependencies.Pass
  • Runs setuptools.build_meta at install time, a recognised build step with no custom scripting around it. View diagnostics → Pass
  • 0 of 28 dependencies flagged as unhealthy. View diagnostics → Pass
Provenance & Transparency100
  • Source repository is publicly reachable at the declared URL. View diagnostics → Pass
  • Cryptographically verified build provenance (signed, bound to tidybytetools/md-chunk-lite). View diagnostics → Pass
  • Clear OSI-approved license (MIT).Pass
  • Actively maintained (last published 0 days ago).Pass
  • Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability68
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 1216 tokens (~304/item across 4 items; 4 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management0
  • Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 4 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 4 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass

Unverified: 1 category

A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 5 Nov 26 +15
    • Malware scan: unverified → pass ▲ security
  • 4 Nov 26 65

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 5 Nov 2026 · Analysed pypi/md-chunk-lite@1.0.0

Provenance Verified

A signed build attestation was found and verified, binding this exact artifact to the source repository it claims to come from.

Result Verified
Ecosystem pypi
Reason Verified
Discovered via Registry attestation endpoint
Source repo tidybytetools/md-chunk-lite
Certificate issuer https://token.actions.githubusercontent.com
Certificate SAN https://github.com/tidybytetools/md-chunk-lite/.github/workflows/publish.yml@refs/tags/v1.0.0
Rekor log index 3691147348
Predicate type PyPI publish attestation https://docs.pypi.org/attestations/publish/v1
Subject digest sha256:7dad0b389e04c2209fb50e02a31c3809ab1ea8d0b4b3187b0ea7c130717d78a1

Background: How many MCP packages publish verified provenance →

Install scripts 1 script
Hook Tier Command
build_backend allowlisted setuptools.build_meta

Background: Why install scripts are a supply-chain risk →

Dependencies 28 packages
Packages resolved 28
Tree resolution Complete

Background: SBOMs and build attestations, explained →

MCP tools · 4 exposed · ~1,216 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
chunk_markdown ~425

Split a Markdown file or Markdown text into chunks by heading, for search, embeddings or RAG. Use this when you need a long Markdown document (docs, notes, a README) broken into pieces that each know where they came from. A chunk never mixes two sections. Each chunk has heading_path (like ["Guide", "Install"]), anchor (the GitHub-style #link), start_line and end_line (1-based, in the file), part and parts (when a big section had to be split), chars and text. Code blocks and tables are kept whole when they fit; when they don't, each piece gets the fence or table header again. Plain code, not AI: same input, same chunks. Do not use it for PDF or Word files (convert them to Markdown first), to just see the headings (use outline_markdown), or to read one section (use get_section). Sizes are characters, not tokens. Returns {"source", "total", "start", "chunks": [...], "next_start"}. next_start is null when there are no more chunks.

NameTypeReqDescription
limitinteger–Most chunks to return in one call. Default 100.
max_charsinteger–Biggest chunk size in characters (not tokens). Default 1500.
overlap_charsinteger–Characters repeated from the end of one part at the start of the next, only when a section is split. Must be at most half of max_chars. Default 0.
pathstring–Full path to a local Markdown or text file (UTF-8, up to 10 MB). Leave empty if you pass text.
prefix_pathboolean–If true, each chunk text starts with its heading path, like "Guide > Install".
startinteger–First chunk number to return (1 = the first). Use next_start from the last call to get more.
textstring–Markdown text to use instead of a file. Leave empty if you pass path.

No output schema declared.

No examples provided.

get_section ~288

Return the text of one section of a Markdown file or text, found by heading title or anchor. Use this when you only need one part of a long document, like the "Install" section of a README, so you don't have to read the whole file. If two headings have the same title, the first one is returned and "matches" tells you how many there are; use the anchor (from outline_markdown) to pick another. Do not use it to split the whole document (use chunk_markdown). Returns {"title", "heading_path", "level", "anchor", "start_line", "end_line", "chars", "matches", "text"}. If nothing matches, the error lists the headings.

NameTypeReqDescription
anchorstring–Anchor to find, like "install" or "install-1" for the second "Install". Wins over heading.
headingstring–Heading title to find, like "Install". Not case sensitive. Leave empty if you pass anchor.
include_subsectionsboolean–If true (default), include the smaller headings under it.
pathstring–Full path to a local Markdown or text file (UTF-8, up to 10 MB). Leave empty if you pass text.
textstring–Markdown text to use instead of a file. Leave empty if you pass path.

No output schema declared.

No examples provided.

outline_markdown ~222

List every heading in a Markdown file or text, with its level, path, anchor, line number and size. Use this when you want a quick map of a long document before you read or chunk it, or to find the exact heading or anchor to pass to get_section. Headings inside code blocks and YAML front matter are ignored. Both "# Title" and underlined (=== / ---) headings are found. Do not use it to get the text itself (use get_section or chunk_markdown). Returns {"source", "count", "headings": [{"level", "title", "path", "anchor", "line", "end_line", "chars"}]}. chars is the size of that heading's own text, not counting the sections under it.

NameTypeReqDescription
pathstring–Full path to a local Markdown or text file (UTF-8, up to 10 MB). Leave empty if you pass text.
textstring–Markdown text to use instead of a file. Leave empty if you pass path.

No output schema declared.

No examples provided.

save_chunks_jsonl ~281

Split a Markdown file into chunks and save them as a JSONL file (one chunk per line). Use this when the chunks are going into a search index, vector database or another program, and you want a file instead of a long chat reply. The chunks are the same as chunk_markdown gives. It writes only the one .jsonl file and replaces it if it is already there. It never changes the Markdown file. Do not use it to look at chunks in the chat (use chunk_markdown). Returns {"output_path", "chunks", "bytes", "biggest_chunk_chars"}.

NameTypeReqDescription
max_charsinteger–Biggest chunk size in characters (not tokens). Default 1500.
output_pathstring–Where to save. Must end in .jsonl. Default: next to the input, as NAME.chunks.jsonl.
overlap_charsinteger–Characters repeated from the end of one part at the start of the next, only when a section is split. Must be at most half of max_chars. Default 0.
pathstringyesFull path to the local Markdown file to split (UTF-8, up to 10 MB).
prefix_pathboolean–If true, each chunk text starts with its heading path, like "Guide > Install".

No output schema declared.

No examples provided.

Install

How do I install the md-chunk-lite MCP server?

md-chunk-lite runs locally as a PyPI package, launched with uvx md-chunk-lite. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

pypi · md-chunk-lite

# add to Claude Code
claude mcp add tidybytetools-md-chunk-lite -- uvx md-chunk-lite
Common questions

What is the md-chunk-lite MCP server?

md-chunk-lite is an MCP server listed in the public MCP registry as io.github.tidybytetools/md-chunk-lite. Split Markdown into chunks by heading. Each chunk keeps its heading path and line numbers. This page covers its PyPI package (md-chunk-lite).

Is the md-chunk-lite MCP server safe to use?

md-chunk-lite scores 80 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 2026. Its build provenance is signed and verified. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the md-chunk-lite MCP server expose?

md-chunk-lite exposes 4 tools: chunk_markdown, outline_markdown, get_section, save_chunks_jsonl. Their descriptions and schemas cost roughly 1,216 tokens of context every time the server is loaded.

Is the md-chunk-lite MCP server still maintained?

md-chunk-lite is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

What licence is the md-chunk-lite MCP server under?

md-chunk-lite declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.