Skip to content
Agentmart
Submit a tool

Document corpus

Query a verified document collection: passages that answer a question, with their source.

Connector by jorgell23-sys · GitHub account verified by the MCP Registry

IndexedApache-2.0Local (stdio)★ 2
Write a review

Chalk Labs

Need help deploying Document corpus?

Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.

Book a call

Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/jorgell23-sys-markdown-document-search

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

Query a verified document collection: passages that answer a question, with their source.

Reviews

Write a review

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
3 read · 0 write · 0 deleteRead-only
Secrets
1 (API keys, tokens or passwords)
Install scripts
Not scanned yet
Runs as
Python package

Tools by what they do 3

Read from the source code; the running server may list different tools.

Read 3 · Look things up without changing anything.

  • document
  • info
  • search

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • MDCX_KEY

Other settings (environment variables or headers).

  • MDCX_FILE

Tools (3)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • documentRead a full document

    Returns the complete text of one document, identified by name or by portable path. Use it only when passages are insufficient: a full document may span tens of thousands of tokens.

  • infoCorpus information

    Describes the package: number of documents, creation date, issuer and the fidelity with which it was converted from the originals.

  • searchSearch the corpus

    Returns the passages that answer a query, each with its source document, portable path, whether it was sent or received, and its rank. The list is ordered by that rank and by nothing else: the two engines behind it score on scales with no common meaning, so there is no number here to sort or filter by. The reply carries `similarity`, how near the corpus comes to the question, and a `warning` when nothing in it is about the question -- the passages are still returned, being the nearest there are. Where several packages are served the two numbers beside it have different provenance and should no…

Signals

Stars
2
Forks
0
Open issues
0
Weekly downloads
105
Last commit
Sep 11, 2026 (1 month ago)
Last release
Sep 11, 2026 (1 month ago)
Last package publish
Sep 11, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name
io.github.jorgell23-sys/markdown-document-search
Version
1.31.0
Auth
API key
Packages
pypi mdcx
License
Apache-2.0
Repository
github.com/jorgell23-sys/mdcx
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql

More from jorgell23-sys

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents →Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped
50+
launches shipped
media placements
500+
media placements
founders on every account
2
founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

Get Document corpus running in your business

Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.

Goes to the Chalk Labs founders, not the newsletter. Privacy

Need help deploying Document corpus?

CallGet help
Cite this page

Document corpus MCP server. Agent Mart. https://agentmart.dev/connectors/jorgell23-sys-markdown-document-search (last updated 2026-10-24)