library-mcp is an MCP server for interacting with
Markdown knowledge bases. Basically, folders that may or may not have subfolders, that include
files with .md
extension and start with metadata like:
----
title: My blog post
tags:
- python
- programming
url: /my-blog-post
---
# My blog post
Yesterday I was dreaming about...
The typical workflow in the current verison is to retrieve recent content for a given tag, and then discuss using that tag:
Get the next 50 posts with tag "executive",
then tell me what I should do about this problem
I am running into: ...
You can also do the same but by date ranges:
Summarize the blog posts I wrote in the past year.
You might reasonably ask “why not just upload your entire blog into the context window?” and there are two places where this library outperforms that approach:
- My blog corpus is much larger than most model’s context windows today. Further, even if the context windows became exhaustively large, I wrote a lot of mediocre stuff in the past, so maybe omitting it’s a feature.
- I have a number of distinct Markdown knowledge bases, and this lets me operate across them in tandem.
Finally, this is a hobby project, intended for running locally on your laptop. No humans have been harmed using this software, but it does work pretty well!
Tools
This MCP server exposes these tools.
Content Search Tools
Tools for retrieving content into your context window:
get_by_tag
- Retrieves content by tagget_by_text
- Searches content for specific textget_by_slug_or_url
- Finds posts by slug or URLget_by_date_range
- Gets posts published within a date range
Tag Management Tools
Tools for navigating your knowledge base:
search_tags
- Searches for tags matching a querylist_all_tags
- Lists all tags sorted by post count and recency
Maintenance Tools
Tools for dealing with running the tool:
rebuild
- Rebuilds the content index, useful if you have added more content, edited existing content, etc
Setup / Installation
These instructions describe installation for Claude Desktop on OS X. It should work similarly on other platforms.
Install Claude Desktop.
Clone library-mcp into a convenient location, I’m assuming
/Users/will/library-mcp
Make sure you have
uv
installed, you can follow these instructionsGo to Cladue Desktop, Setting, Developer, and have it create your MCP config file. Then you want to update your
claude_desktop_config.json
. (Note that you should replacewill
with your user, e.g. the output ofwhoami
.cd /Users/will/Library/Application Support/Claude vi claude_desktop_config.json
Then add this section:
{ "mcpServers": { "library": { "command": "uv", "args": [ "--directory", "/Users/will/library-mcp", "run", "main.py", "/Users/will/irrational_hugo/content" ] } } }
Close Claude and reopen it.
It should work…
Markdown Knowledge Base Server
Project Details
- lethain/library-mcp
- Last Updated: 4/22/2025
Recomended MCP Servers
An MCP tool that gets things done for you
DiffuGen is a powerful yet user-friendly interface for localedge image generation. Built on the Model Control Protocol (MCP),...
mcp server for tidb

MCP Server to integrate Unity Editor game engine with different AI Model clients (e.g. Claude Desktop, Windsurf, Cursor)
OneSearch MCP Server: Web Search & Scraper & Extract, Support Firecrawl, SearXNG, Tavily, DuckDuckGo, Bing, etc.
An open-source MCP server for integrating Wazuh security data with LLMs (such as the Claude Desktop App). This...
Model Context Protocol (MCP) tool for search using the Tavily API
Official Firecrawl MCP Server - Adds powerful web scraping to Cursor, Claude and any other LLM clients.
ReActMCP is a reactive MCP server that empowers AI assistants to instantly respond with real-time, Markdown-formatted web search...
MCP server for programmatically creating and managing n8n workflows