161 AI agents for code gen, health, AI/ML, infra, India-stack. One command.
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claude mcp add timps-swarm -e GEMINI_API_KEY=<GEMINI_API_KEY> -e ANTHROPIC_API_KEY=<ANTHROPIC_API_KEY> -e OPENAI_API_KEY=<OPENAI_API_KEY> -e GROQ_API_KEY=<GROQ_API_KEY> -e OLLAMA_HOST=<OLLAMA_HOST> -e TIMPS_MODEL_PATH=<TIMPS_MODEL_PATH> -e TIMPS_MAX_AGENT_WORKERS=<TIMPS_MAX_AGENT_WORKERS> -e REDIS_URL=<REDIS_URL> -e TIMPS_AUTH=<TIMPS_AUTH> -e LOG_LEVEL=<LOG_LEVEL> -- npx -y [email protected]{
"mcpServers": {
"timps-swarm": {
"command": "npx",
"args": [
"-y",
"[email protected]"
],
"env": {
"GEMINI_API_KEY": "<GEMINI_API_KEY>",
"ANTHROPIC_API_KEY": "<ANTHROPIC_API_KEY>",
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"GROQ_API_KEY": "<GROQ_API_KEY>",
"OLLAMA_HOST": "<OLLAMA_HOST>",
"TIMPS_MODEL_PATH": "<TIMPS_MODEL_PATH>",
"TIMPS_MAX_AGENT_WORKERS": "<TIMPS_MAX_AGENT_WORKERS>",
"REDIS_URL": "<REDIS_URL>",
"TIMPS_AUTH": "<TIMPS_AUTH>",
"LOG_LEVEL": "<LOG_LEVEL>"
}
}
}
}{
"mcpServers": {
"timps-swarm": {
"command": "npx",
"args": [
"-y",
"[email protected]"
],
"env": {
"GEMINI_API_KEY": "<GEMINI_API_KEY>",
"ANTHROPIC_API_KEY": "<ANTHROPIC_API_KEY>",
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"GROQ_API_KEY": "<GROQ_API_KEY>",
"OLLAMA_HOST": "<OLLAMA_HOST>",
"TIMPS_MODEL_PATH": "<TIMPS_MODEL_PATH>",
"TIMPS_MAX_AGENT_WORKERS": "<TIMPS_MAX_AGENT_WORKERS>",
"REDIS_URL": "<REDIS_URL>",
"TIMPS_AUTH": "<TIMPS_AUTH>",
"LOG_LEVEL": "<LOG_LEVEL>"
}
}
}
}{
"servers": {
"timps-swarm": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"[email protected]"
],
"env": {
"GEMINI_API_KEY": "<GEMINI_API_KEY>",
"ANTHROPIC_API_KEY": "<ANTHROPIC_API_KEY>",
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"GROQ_API_KEY": "<GROQ_API_KEY>",
"OLLAMA_HOST": "<OLLAMA_HOST>",
"TIMPS_MODEL_PATH": "<TIMPS_MODEL_PATH>",
"TIMPS_MAX_AGENT_WORKERS": "<TIMPS_MAX_AGENT_WORKERS>",
"REDIS_URL": "<REDIS_URL>",
"TIMPS_AUTH": "<TIMPS_AUTH>",
"LOG_LEVEL": "<LOG_LEVEL>"
}
}
}
}Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools
This server runs locally, so its tools are listed by your MCP client once it starts.
Environment variables
| Name | Description |
|---|---|
GEMINI_API_KEYOptional, secret | Gemini API key (recommended free tier) |
ANTHROPIC_API_KEYOptional, secret | Anthropic API key |
OPENAI_API_KEYOptional, secret | OpenAI API key |
GROQ_API_KEYOptional, secret | Groq API key |
OLLAMA_HOSTOptional | Ollama host URL |
TIMPS_MODEL_PATHOptional | TIMPS model path for Ollama |
TIMPS_MAX_AGENT_WORKERSOptional | Max concurrent agent workers |
REDIS_URLOptional | Redis URL for state persistence |
TIMPS_AUTHOptional | Enable API key authentication |
LOG_LEVELOptional | Log level (DEBUG, INFO, WARNING, ERROR) |
Details
| Package | [email protected] (NPM, stdio) |
| First published | 20 Aug 2026 |
| Last updated | 20 Aug 2026 |
| Registry name | io.github.Sandeeprdy1729/timps-swarm |
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