open-zk-kb▌
by mrosnerr
Shared, persistent memory for AI assistants, built on the Zettelkasten method
Provides shared, persistent memory for AI assistants using the Zettelkasten method, enabling context to persist across sessions through searchable atomic notes stored locally.
Both formats append explainx.ai attribution and the canonical URL for this MCP server listing.
best for
- / General purpose MCP workflows
capabilities
- / knowledge-search
- / knowledge-store
- / knowledge-maintain
what it does
Provides shared, persistent memory for AI assistants using the Zettelkasten method, enabling context to persist across sessions through searchable atomic notes stored locally.
about
open-zk-kb is a community-built MCP server published by mrosnerr that provides AI assistants with tools and capabilities via the Model Context Protocol. Shared, persistent memory for AI assistants, built on the Zettelkasten method It is categorized under auth security. This server exposes 3 tools that AI clients can invoke during conversations and coding sessions.
how to install
You can install open-zk-kb in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server runs locally on your machine via the stdio transport.
license
MIT
open-zk-kb is released under the MIT license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.
readme
open-zk-kb
Shared, persistent memory for AI assistants, built on the Zettelkasten method. One knowledge base for all your tools — so context persists across sessions and clients.
Demo
<p align="center"> <img src="assets/demo.gif" alt="open-zk-kb demo" width="640"> <br> <sub>Real MCP calls — store, search, and stats run against a live knowledge base.</sub> </p>Why open-zk-kb?
AI assistants forget everything between sessions. open-zk-kb gives your assistant a persistent, structured memory it queries automatically.
- Hybrid search — full-text + local embeddings, so only relevant notes surface
- Atomic notes — one concept per note (6 kinds, lifecycle management) keeps results precise
- Local-first — no API keys, works offline, scales to thousands of notes
- Human-readable — Markdown + YAML frontmatter, rebuildable from files
- Shared memory across tools — one knowledge base for OpenCode, Claude Code, Cursor, Windsurf, and Zed
- MIT-licensed
Quick Start
Requires Bun — install with
curl -fsSL https://bun.sh/install | bash
bunx open-zk-kb@latest
That's it. The interactive installer:
- Adds the MCP server to your client config
- Installs knowledge base instructions (skill for Claude Code, managed block for OpenCode/Windsurf)
- Creates a local vault at
~/.local/share/open-zk-kb
Supported clients: OpenCode, Claude Code, Cursor, Windsurf, Zed
How It Works
Your AI assistant gets three MCP tools:
| Tool | What it does |
|---|---|
knowledge-search | Search the knowledge base before starting work |
knowledge-store | Save decisions, preferences, procedures, and insights |
knowledge-maintain | Review, promote, archive, and rebuild notes |
The installer injects instructions that guide the AI to proactively search for relevant context before starting work and store valuable knowledge as it discovers it. No plugin required — the AI drives everything through tool calls.
Notes are stored as Markdown files with YAML frontmatter. A SQLite index provides fast full-text search, with local vector embeddings for semantic matching. No API key needed.
Configuration
Zero configuration required for basic usage. The installer creates ~/.config/open-zk-kb/config.yaml automatically.
To use an API provider for embeddings instead of local models:
embeddings:
provider: "api"
base_url: "https://openrouter.ai/api/v1"
api_key: "your-api-key-here"
model: "openai/text-embedding-3-small"
dimensions: 1536
Any OpenAI-compatible API works (OpenRouter, Together, Groq, local vLLM, etc.). See docs/configuration.md for the full reference.
Note Kinds
| Kind | Default Status | Use Case |
|---|---|---|
personalization | permanent | User preferences, habits, and personal style |
reference | fleeting | Technical facts, API details, and documentation snippets |
decision | permanent | Architectural choices, project commitments, and trade-offs |
procedure | fleeting | Step-by-step workflows and recurring tasks |
resource | permanent | Links, tools, libraries, and external documentation |
observation | fleeting | Insights, patterns, and temporary findings |
Notes follow a lifecycle: fleeting → permanent → archived. See Note Lifecycle for details.
<details> <summary><h2>Manual Install</h2></summary>If you prefer manual configuration, add open-zk-kb to your client's MCP config file. No cloning required — the npm package includes everything.
Note: Manual install only adds the MCP server. To also inject the agent instructions, run
bunx open-zk-kb@latest install --client <name>or add the contents ofagent-instructions-full.md(oragent-instructions-compact.mdfor token-constrained clients) to your client's instruction file.
OpenCode
~/.config/opencode/opencode.json
{
"mcp": {
"open-zk-kb": {
"type": "local",
"command": ["bunx", "open-zk-kb@latest", "server"],
"enabled": true
}
}
}
Claude Code
~/.claude/settings.json
{
"mcpServers": {
"open-zk-kb": {
"command": "bunx",
"args": ["open-zk-kb@latest", "server"]
}
}
}
Cursor
~/.cursor/mcp.json
{
"mcpServers": {
"open-zk-kb": {
"command": "bunx",
"args": ["open-zk-kb@latest", "server"]
}
}
}
Windsurf
~/.codeium/windsurf/mcp_config.json
{
"mcpServers": {
"open-zk-kb": {
"command": "bunx",
"args": ["open-zk-kb@latest", "server"]
}
}
}
Zed
~/.config/zed/settings.json
{
"context_servers": {
"open-zk-kb": {
"command": "bunx",
"args": ["open-zk-kb@latest", "server"]
}
}
}
</details>
Development
git clone https://github.com/mrosnerr/open-zk-kb
cd open-zk-kb
bun install && bun run build
bun run setup # interactive installer
Links
- Setup Guide — installation, instruction injection, verification
- Tools Reference — all 3 MCP tools, parameters, examples
- Configuration Reference — embeddings, vault, logging
- Note Lifecycle — statuses, review, promotion
- Architecture Design — system design, dual storage, instruction injection
- Development & Contributing — local dev, testing, debugging
- Contributing Guidelines
License
FAQ
- What is the open-zk-kb MCP server?
- open-zk-kb is a Model Context Protocol (MCP) server profile on explainx.ai. MCP lets AI hosts (e.g. Claude Desktop, Cursor) call tools and resources through a standard interface; this page summarizes categories, install hints, and community ratings.
- How do MCP servers relate to agent skills?
- Skills are reusable instruction packages (often SKILL.md); MCP servers expose live capabilities. Teams frequently combine both—skills for workflows, MCP for APIs and data. See explainx.ai/skills and explainx.ai/mcp-servers for parallel directories.
- How are reviews shown for open-zk-kb?
- This profile displays 74 aggregated ratings (sample rows for discoverability plus signed-in user reviews). Average score is about 4.8 out of 5—verify behavior in your own environment before production use.
Use Cases▌
Extended AI Capabilities
Add new capabilities to Claude beyond text generation
Example
Access external data sources, execute code, interact with tools and services
Transform Claude from chatbot to action-taking agent
Context Enhancement
Provide Claude with access to relevant context and data
Example
Load project documentation, access knowledge bases, query databases
Get more accurate, context-aware responses
Workflow Automation
Automate multi-step workflows combining AI and external tools
Example
Research → Summarize → Create document → Send notification
Complete complex tasks end-to-end without manual steps
Implementation Guide▌
Prerequisites
- ›Claude Desktop 0.7.0+ or Cursor IDE with MCP support
- ›Basic understanding of MCP architecture and capabilities
- ›Access credentials for integrated services (if required)
- ›Willingness to experiment and iterate on configuration
Time Estimate
15-60 minutes depending on server complexity
Installation Steps
- 1.Install MCP server: npm install -g [package-name] or via GitHub
- 2.Add server configuration to ~/.claude/mcp.json
- 3.Provide required credentials and configuration
- 4.Restart Claude Desktop to load new server
- 5.Test basic functionality with simple prompts
- 6.Explore capabilities and experiment with use cases
- 7.Document successful patterns for reuse
Troubleshooting
- ⚠MCP server not loading: Check config syntax, verify installation
- ⚠Connection errors: Check network, firewall, credentials
- ⚠Feature not working: Read server docs, check required parameters
- ⚠Performance issues: Monitor resource usage, check for network latency
- ⚠Conflicts with other servers: Check port assignments, namespace collisions
Best Practices▌
✓ Do
- +Read server documentation thoroughly before setup
- +Start with simple use cases to validate functionality
- +Test in non-production environment first
- +Monitor resource usage and performance
- +Keep servers updated for bug fixes and new features
- +Document configuration for team members
- +Use environment variables for sensitive configuration
✗ Don't
- −Don't grant overly permissive access to MCP servers
- −Don't skip reading security considerations in docs
- −Don't expose sensitive data without proper controls
- −Don't run untrusted MCP servers without code review
- −Don't ignore error messages—investigate root cause
💡 Pro Tips
- ★Combine multiple MCP servers for powerful workflows
- ★Create custom MCP servers for your specific needs
- ★Share successful configurations with team
- ★Use MCP inspector for debugging
- ★Join MCP community for tips and troubleshooting
Technical Details▌
Architecture
Model Context Protocol standardizes how AI hosts (Claude, Cursor) communicate with external tools and data sources through server implementations.
Protocols
- Model Context Protocol (MCP)
- JSON-RPC 2.0
- stdio or HTTP transport
Compatibility
- Claude Desktop
- Cursor IDE
- Custom MCP clients
When to Use This▌
✓ Use When
Use when you need Claude to access external data, execute actions, or integrate with tools. Best for extending AI capabilities beyond conversation.
✗ Avoid When
Avoid when native integrations exist (use official APIs directly), for real-time critical systems, or when security/compliance requires zero external dependencies.
Integration▌
- →Tool composition: Chain multiple MCP tools in workflows
- →Context augmentation: Provide AI with relevant external data
- →Action delegation: Let AI execute tasks on external systems
- →Bidirectional sync: Keep AI context and external systems in sync
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
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Ratings
4.8★★★★★74 reviews- ★★★★★Diego Liu· Dec 28, 2024
Strong directory entry: open-zk-kb surfaces stars and publisher context so we could sanity-check maintenance before adopting.
- ★★★★★Diego Anderson· Dec 24, 2024
open-zk-kb has been reliable for tool-calling workflows; the MCP profile page is a good permalink for internal docs.
- ★★★★★Diego Taylor· Dec 16, 2024
open-zk-kb is among the better-indexed MCP projects we tried; the explainx.ai summary tracks the official description.
- ★★★★★Sophia Sharma· Dec 16, 2024
open-zk-kb reduced integration guesswork — categories and install configs on the listing matched the upstream repo.
- ★★★★★Diya Agarwal· Dec 12, 2024
Useful MCP listing: open-zk-kb is the kind of server we cite when onboarding engineers to host + tool permissions.
- ★★★★★Chaitanya Patil· Dec 8, 2024
open-zk-kb reduced integration guesswork — categories and install configs on the listing matched the upstream repo.
- ★★★★★Chinedu Gupta· Dec 8, 2024
open-zk-kb reduced integration guesswork — categories and install configs on the listing matched the upstream repo.
- ★★★★★Piyush G· Nov 27, 2024
I recommend open-zk-kb for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.
- ★★★★★Yuki Abebe· Nov 27, 2024
I recommend open-zk-kb for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.
- ★★★★★Diego Zhang· Nov 23, 2024
We evaluated open-zk-kb against two servers with overlapping tools; this profile had the clearer scope statement.
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