Back to MCP Servers
🧩

timps-swarm MCP Server

API key required

161 AI agents for code gen, health, AI/ML, infra, India-stack. One command.

To add timps-swarm to Claude, run the install command below or copy the ready-made config for Claude Code, Claude Desktop, Cursor and VS Code further down. Restart your client after adding it and its tools show up in your next conversation. It needs 10 environment variables, listed below.

AIDevTools

Install

npx -y timps-swarm@2.2.3

Environment variables

GEMINI_API_KEYSet in your MCP config
ANTHROPIC_API_KEYSet in your MCP config
OPENAI_API_KEYSet in your MCP config
GROQ_API_KEYSet in your MCP config
OLLAMA_HOSTSet in your MCP config
TIMPS_MODEL_PATHSet in your MCP config
TIMPS_MAX_AGENT_WORKERSSet in your MCP config
REDIS_URLSet in your MCP config
TIMPS_AUTHSet in your MCP config
LOG_LEVELSet in your MCP config

Install with your client

Terminal
claude mcp add timps-swarm --env GEMINI_API_KEY=<YOUR_GEMINI_API_KEY> --env ANTHROPIC_API_KEY=<YOUR_ANTHROPIC_API_KEY> --env OPENAI_API_KEY=<YOUR_OPENAI_API_KEY> --env GROQ_API_KEY=<YOUR_GROQ_API_KEY> --env OLLAMA_HOST=<YOUR_OLLAMA_HOST> --env TIMPS_MODEL_PATH=<YOUR_TIMPS_MODEL_PATH> --env TIMPS_MAX_AGENT_WORKERS=<YOUR_TIMPS_MAX_AGENT_WORKERS> --env REDIS_URL=<YOUR_REDIS_URL> --env TIMPS_AUTH=<YOUR_TIMPS_AUTH> --env LOG_LEVEL=<YOUR_LOG_LEVEL> -- npx -y timps-swarm@2.2.3

Run this in a terminal to add the server to Claude Code.

What this does

timps-swarm exposes a set of tools to Claude over the Model Context Protocol. After you add it to claude_desktop_config.json (snippet above) and restart Claude Desktop, those tools become callable inside any conversation.

Requirements

This server needs the following environment variables to be set before it can run:

GEMINI_API_KEY
ANTHROPIC_API_KEY
OPENAI_API_KEY
GROQ_API_KEY
OLLAMA_HOST
TIMPS_MODEL_PATH
TIMPS_MAX_AGENT_WORKERS
REDIS_URL
TIMPS_AUTH
LOG_LEVEL

Set these via the env object in your MCP config (see claude_desktop_config.json snippet above).

Frequently asked questions

How do I install timps-swarm?

Run the Claude Code command in the install section to add timps-swarm to Claude Code, or copy the ready-made config for your client from the install section on this page. Restart your client afterwards and the tools appear in your next conversation.

Which clients work with timps-swarm?

This page carries setup and config for Claude Code, Claude Desktop, Cursor and VS Code. Any other MCP client that accepts a standard server config can connect to timps-swarm as well.

Does timps-swarm need an API key?

Yes. Before it can run, set these environment variables: GEMINI_API_KEY, ANTHROPIC_API_KEY, OPENAI_API_KEY, GROQ_API_KEY, OLLAMA_HOST, TIMPS_MODEL_PATH, TIMPS_MAX_AGENT_WORKERS, REDIS_URL, TIMPS_AUTH, LOG_LEVEL. They go in the env block of your MCP config.

Imported from the Official MCP Registry. The details above come from the registry entry; the maker can claim this listing to correct them, add docs, and see its traffic.

Is this your MCP server?

Claim this listing to see its traffic, fix details yourself, and skip the review queue on future updates.

Listed on clauderules.net

Add this badge to your README

Show visitors this server is listed in the ClaudeRules directory. The badge links straight to this listing.

Markdown
[![Listed on clauderules.net](https://clauderules.net/api/badge/io-github-sandeeprdy1729-timps-swarm)](https://clauderules.net/mcp/io-github-sandeeprdy1729-timps-swarm)
HTML
<a href="https://clauderules.net/mcp/io-github-sandeeprdy1729-timps-swarm" target="_blank" rel="noopener noreferrer"><img src="https://clauderules.net/api/badge/io-github-sandeeprdy1729-timps-swarm" alt="Listed on clauderules.net" /></a>