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loredocs

bylabyrinth-analytics· 2 MCP servers

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Documentation & Knowledge

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TL;DR

Knowledge management MCP server for AI projects - search, tag, version, and organize your project knowledge

How to install loredocs?

labyrinth-analytics/loredocs
$git clone https://github.com/labyrinth-analytics/loredocs

Installs into the current project.

›Prefer a prompt? Paste this to your agent

Install & use

Install loredocs by running `git clone https://github.com/labyrinth-analytics/loredocs`, then use it for the current task and follow its documentation at https://github.com/labyrinth-analytics/loredocs.

Files · 1

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README.md
1# LoreDocs v0.1.14
2 
3Your AI project's knowledge base. Organized, searchable, version-tracked.
4 
5LoreDocs gives Claude persistent access to your project documentation -- specs, guides, architecture decisions, reference docs -- so it never loses context between sessions. Works with Claude Code, Cursor, OpenAI Codex, and Hermes Agent.
6 
7> **Available on the Anthropic Marketplace.** Install directly from Claude, or via PyPI: `uvx loredocs`
8 
9## Quick Start
10 
11**Prerequisites:** [uv](https://docs.astral.sh/uv/getting-started/installation/) (fast Python package manager).
12 
13```bash
14# Install uv (one time)
15curl -LsSf https://astral.sh/uv/install.sh | sh
16 
17# Clone and install
18cd /path/to/loredocs
19uv sync
20```
21 
22For detailed installation instructions, see [INSTALL.md](INSTALL.md).
23 
24## Using LoreDocs
25 
26### Claude Code (Terminal)
27 
28```bash
29claude --plugin-dir /path/to/loredocs
30```
31 
32Or inside an existing session:
33 
34```
35/plugin add /path/to/loredocs
36```
37 
38Once loaded, Claude has access to all 42 LoreDocs MCP tools automatically. Ask Claude to "create a vault for this project" or "find the architecture doc" and it uses the tools on its own.
39 
40### Cowork (Desktop App)
41 
421. Click **+** next to the prompt box
432. Select **Plugins** > **Add plugin**
443. Browse to the `loredocs` source folder
45 
46**Shared Database Access:** Cowork runs in a sandboxed VM. To access docs saved from Claude Code, ask Claude:
47 
48> "Mount my ~/.loredocs folder"
49 
50## How It Works
51 
52LoreDocs organizes knowledge into **vaults** -- named containers for related documents. Each vault can hold specs, guides, decisions, checklists, or any text you want Claude to remember.
53 
54```
55~/.loredocs/loredocs.db <-- SQLite database (metadata, search index)
56~/.loredocs/vaults/<vault-id>/ <-- Document files on disk
57```
58 
59**Key concepts:**
60 
61- **Vaults** group related docs by project or topic
62- **Documents** are text files with metadata (tags, categories, priority, notes)
63- **Version history** tracks every change to every document
64- **Full-text search** via SQLite FTS5 finds anything instantly
65- **Injection** loads vault content into Claude's context on demand
66 
67## Your Data is Always Available
68 
69LoreDocs works through MCP tools when they are available and falls back to bundled scripts automatically when they are not. Your vault documents are safe regardless of MCP status -- the same add, search, and retrieve operations work either way. You do not need to configure anything; the plugin skill handles the switch silently.
70 
71## Verify Installation
72 
73After installing, verify LoreDocs is working by asking Claude:
74 
75> "Run `vault_list` and show me the results."
76 
77If you see a list of vaults (or an empty list if this is your first time), LoreDocs is connected. If you get an error about missing tools, re-run `uv sync` and reload the plugin.
78 
79## Recommended CLAUDE.md Setup
80 
81For the best experience, add the following snippet to your `~/.claude/CLAUDE.md` (global) or your project's `CLAUDE.md`. This tells Claude how to use LoreDocs consistently across sessions.
82 
83```markdown
84## LoreDocs (persistent project knowledge)
85 
86At session start:
871. Call `vault_list` to see available knowledge vaults.
882. Call `vault_inject_summary` for any vaults relevant to the current project.
893. Use this context to understand project architecture, decisions, and reference docs.
90 
91During the session:
92- If you create significant documentation, add it to LoreDocs with `vault_add_doc`.
93- Tag documents for easy cross-vault discovery with `vault_tag_doc`.
94 
95At session end:
96- If new docs were created or updated, ensure they are stored in LoreDocs for future sessions.
97```
98 
99**For Cowork users:** Cowork does not run hooks automatically. Add instructions to call `vault_list` and `vault_inject_summary` at session start in your project CLAUDE.md.
100 
101## Canonical Project Knowledge
102 
103In multi-agent environments, different tools and agents often create improvised mirrors
104of shared skill or configuration content -- playbooks, style guides, shared reference
105docs. Those mirrors drift. One agent updates the source; the other keeps reading the
106stale copy. Two agents in the same project end up operating from divergent knowledge
107with no visible signal that anything is wrong.
108 
109LoreDocs prevents this by making the vault the single canonical source that every agent
110reads. Instead of each agent loading a local file copy, every agent calls
111`vault_inject_by_tag` at session start and gets the same vault-managed version.
112 
113### Recommended pattern
114 
115Store shared content (playbooks, team guidelines, shared specs) as vault documents
116rather than as local files that agents copy or mirror.
117 
118Agents load the content at session start:
119 
120```
121vault_inject_by_tag: team-playbook
122```
123 
124All agents -- regardless of surface (Claude Code, Cowork, CLI, or any future AI tool)
125-- call the same vault and receive the same current version. Updating the content
126requires editing the vault document once; all agents pick up the change on their next
127session start.
128 
129Local files (`.claude/skills/`,

Preview

labyrinth-analytics/loredocslabyrinth-analytics/loredocs
Repolabyrinth-analytics/loredocs
TypeMCP Servers
CategoryDocumentation & Knowledge
UpdatedJul 2026
LicenseNOASSERTION
First seenJul 27, 2026

Tags

MCP

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