Mermaid Mender
FreeNot checkedValidates and self-heals broken Mermaid diagrams, providing a stdio JSON-RPC server with validate and repair tools for AI agents.
About
Validates and self-heals broken Mermaid diagrams, providing a stdio JSON-RPC server with validate and repair tools for AI agents.
README
mermaid-mender
A tiny CLI and MCP-like server that validates and self-heals broken Mermaid diagrams generated by AI agents.
PyPI version Python 3.9+ MCP-like

🎯 Why?
AI coding agents increasingly emit Mermaid diagrams into docs, README files, and agent workflows, but they often produce invalid arrows, missing diagram types, or unbalanced labels. Existing Mermaid renderers fail late and give little actionable repair feedback, and newer layout tools like Line9 are not open-source agent utilities. A small local validator/repair layer fits directly into agent loops, CI, and MCP toolchains.
Target audience: Developers using AI coding agents, MCP clients, documentation pipelines, and CI checks that need reliable Mermaid diagrams without manually debugging syntax.
✨ Features
- ✨ validate_mermaid: reports empty input, missing diagram type, nonstandard arrows, unbalanced quotes, and unbalanced brackets
- ✨ repair_mermaid: normalizes arrows, closes odd quotes, and prepends flowchart TD when a flowchart is detected but missing
- ✨ MCP-like stdio JSON-RPC server exposing validate and repair tools to agents
🚀 Quick Start
# Install
pip install mermaid-mender
# Run
mermaid-mender --help
📦 Installation
From Source
git clone https://github.com/YOUR_USERNAME/mermaid-mender.git
cd mermaid-mender
# Create virtual environment
python -m venv .venv
source .venv/bin/activate # Windows: .venv\Scripts\activate
# Install in development mode
pip install -e ".[dev]"
# Run tests
pytest -v
🎬 Demo
The GIF above was recorded using Charm VHS:
vhs < demo.tape
📖 Usage
# Show help
mermaid-mender --help
# Common usage examples
mermaid-mender --example
🏗️ Architecture
graph LR
A[Input] --> B[Core Engine]
B --> C[Output]
B --> D[Plugins]
D --> E[Extensions]
🤝 Contributing
Contributions are welcome! Please:
- Fork the repo
- Create a feature branch (
git checkout -b feature/amazing-feature) - Commit your changes (
git commit -m 'Add amazing feature') - Push to the branch (
git push origin feature/amazing-feature) - Open a Pull Request
📄 License
MIT © 2026 — See LICENSE for details.
If this project helped you, please ⭐ star it!
Installing Mermaid Mender
This server has no published package — it is built from source. Open the repository and follow its README.
▸ github.com/yulinlina/mermaid-menderFAQ
Is Mermaid Mender MCP free?
Yes, Mermaid Mender MCP is free — one-click install via Unyly at no cost.
Does Mermaid Mender need an API key?
No, Mermaid Mender runs without API keys or environment variables.
Is Mermaid Mender hosted or self-hosted?
Self-hosted: the server runs locally on your machine via the install command above.
How do I install Mermaid Mender in Claude Desktop, Claude Code or Cursor?
Open Mermaid Mender on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.
Related MCPs
Fetch
Web content fetching and conversion for efficient LLM usage.
AWS KB Retrieval
Retrieval from AWS Knowledge Base using Bedrock Agent Runtime.
by modelcontextprotocolSpring AI MCP Server
Provides auto-configuration for setting up an MCP server in Spring Boot applications.
llm-analysis-assistant
A very streamlined mcp client that supports calling and monitoring stdio/sse/streamableHttp, and can also view request responses through the /logs page. It also
by xuzexin-hzMCP-Agent
A simple, composable framework to build agents using Model Context Protocol by [LastMile AI](https://www.lastmileai.dev)
by lastmile-aiSpring AI MCP Client
Provides auto-configuration for MCP client functionality in Spring Boot applications.
mcp.natoma.ai
A Hosted MCP Platform to discover, install, manage and deploy MCP servers by [Natoma Labs](https://www.natoma.ai)
MCPHub
Website to list high quality MCP servers and reviews by real users. Also provide online chatbot for popular LLM models with MCP server support.
MCP Servers Rating and User Reviews
Website to rate MCP servers, write authentic user reviews, and [search engine for agent & mcp](http://www.deepnlp.org/search/agent)
mkinf
An Open Source registry of hosted MCP Servers to accelerate AI agent workflows.
Compare Mermaid Mender with
Not sure what to pick?
Find your stack in 60 seconds
Author?
Embed badge for your README
Browse similar
All ai MCPs
