Universal MCP server for any OpenAI-compatible LLM. Supports OpenAI and Anthropic API formats.
Project description
AgentSpawnMCP
Universal MCP server for any OpenAI-compatible LLM. Supports OpenAI and Anthropic API formats, cloud providers (OpenAI, Grok, Claude, Minimax, DeepSeek) and local models (Ollama, LM Studio, Jan). Built on FastMCP with pure httpx.
Quick Start — Spawn Agents
# No install needed — run directly with uvx
uvx agent-spawn-mcp spawn \
--name minimax \
--url https://api.minimax.io/anthropic/v1 \
--token your-token \
--model MiniMax-M2.7 \
--api-type anthropic
Or install globally:
pip install agent-spawn-mcp
agent-spawn-mcp spawn --name minimax --url https://api.minimax.io --token TOKEN --model MiniMax-M2.7
API Types
--api-type openai(default) — OpenAI-compatible (/v1/chat/completions)--api-type anthropic— Anthropic API (/v1/messages)
Claude Code / OpenCode Integration
Add to your .mcp.json:
{
"mcpServers": {
"minimax-agent": {
"command": "uvx",
"args": ["agent-spawn-mcp", "spawn",
"--name", "minimax",
"--url", "https://api.minimax.io/anthropic/v1",
"--token", "your-minimax-token",
"--model", "MiniMax-M2.7",
"--api-type", "anthropic"]
},
"claude-agent": {
"command": "uvx",
"args": ["agent-spawn-mcp", "spawn",
"--name", "claude",
"--url", "https://api.anthropic.com",
"--token", "your-anthropic-token",
"--model", "claude-sonnet-4-20250514",
"--api-type", "anthropic"]
}
}
}
Tools Exposed
{name}_agent(task, model?, system_prompt?, temperature?, max_tokens?, timeout?)— Spawn agentagent_info()— Get provider info
Return Format
{
"result": "...", # Agent response text
"metadata": {
"provider": "minimax",
"model_used": "MiniMax-M2.7",
"usage": {"prompt_tokens": 100, "completion_tokens": 500},
"latency_ms": 2340
}
}
UniOAPI-MCP — Full Server
Full MCP server with all tools (chat, vision, files, search, agent). Requires git clone.
git clone https://github.com/sandsaber/AgentSpawnMCP
cd AgentSpawnMCP
uv sync
cp example.env .env
# Edit .env with your tokens
uv run python main.py main --provider grok
Auto-Discovery
Providers auto-detected when env var is set:
| Env Var | Provider |
|---|---|
XAI_TOKEN |
Grok |
OPENAI_TOKEN |
OpenAI |
GROQ_TOKEN |
Groq |
DEEPSEEK_TOKEN |
DeepSeek |
Available Tools (Full Server)
| Tool | Description |
|---|---|
list_providers |
All discovered providers |
list_models |
Models for the active provider |
chat |
Text completion with session history |
stateful_chat |
Server-side conversation |
chat_with_vision |
Analyze images (jpg/jpeg/png) |
generate_image |
Create or edit images |
upload_file / list_files / get_file_content / delete_file |
File management |
chat_with_files |
Chat with documents |
web_search |
Agentic web search |
code_executor |
Execute code |
agent |
Unified agent |
list_chat_sessions / get_chat_history / clear_chat_history |
Session history |
License
MIT — see LICENSE
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