Gen AI Starter
openapi-mcp-generator · by jbsoftware-io
A starting point for building custom agentic LLM applications using Open Source tooling and models. Incorporates Ollama, Open WebUI, Langchain, Streamlit, Chroma, & PGVector using Docker and Docker Compose and optionally Codespaces.
No known CVEs
MIT license
Actively maintained
Last commit 3d ago
Works with most clients
Transport: stdio, sse, http
14 tools · ~476 tok
Grade A · 0.2% of 200K ctx
MCPpedia last refreshed this data
Gen AI Starter is an MCP server that a starting point for building custom agentic LLM applications using Open Source tooling and models. Incorporates Ollama, Open WebUI, Langchain, Streamlit, Chroma, & PGVector using Docker and Docker Compose and optionally Codespaces. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 92/100 on MCPpedia's security, maintenance and efficiency rubric.
Step 1
Install in your client
Config is the same across clients — only the file and path differ.
CD
Supported in Claude Desktopstdio, sse, http · Node 18+
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"gen-ai-starter": {
"args": [
"-y",
"openapi-mcp-generator"
],
"command": "npx"
}
}
}Are you the author?
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[](https://mcppedia.org/s/gen-ai-starter)
Read me
What Gen Ai Starter does
- Purpose & Features 2. Architecture & Repository Structure 3. Getting Started 6. Optional: Langfuse Support 7. GenAI Teacher Chat Mode 8. Troubleshooting & Codespaces Notes 9. Further Reading
Test This Server
This server supports HTTP transport. Be the first to test it — help the community know if it works.
Scored, not listed
Why this score
Five weighted categories — click any category to see the underlying evidence.
Score breakdown
92/100across 5 weighted dimensions
0255075100
30
17
20
15
10
−8
Security
Maintenance
Efficiency
Documentation
Compatibility
Categoriesclick a row to see evidence
Security
OSV.devNo known CVEs.
Checked openapi-mcp-generator against OSV.dev.
Inventory
Tools (14)
Click any tool to inspect its schema.
~476 tokens total
Community
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Frequently Asked Questions
- Is Gen Ai Starter safe to use?
- Gen Ai Starter has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under MIT.
- How do I install Gen Ai Starter?
- Gen Ai Starter supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
- What can Gen Ai Starter do?
- Gen Ai Starter provides 14 tools: LANGFUSE_SECRET_KEY, LANGFUSE_BASE_URL, Persistence, Ollama, RAG and 9 more. See the full tools list on the server page for descriptions and parameters.
- What AI clients work with Gen Ai Starter?
- Gen Ai Starter is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
- Is Gen Ai Starter actively maintained?
- Gen Ai Starter is actively maintained — last commit was 3 days ago. It has 3 GitHub stars.
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Community
Discussion
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