Bayesian MCTS Model Context Protocol Server allowing Claude to control Ollama local models for Advanced MCTS and analysis.
Bayesian MCTS Model Context Protocol Server allowing Claude to control Ollama local models for Advanced MCTS and analysis.
A Model Context Protocol (MCP) server that exposes an Advanced Bayesian Monte Carlo Tree Search (MCTS) engine for AI-assisted analysis and reasoning.
This MCP server enables Claude to use Monte Carlo Tree Search (MCTS) algorithms for deep, explorative analysis of topics, questions, or text inputs. The MCTS algorithm uses a Bayesian approach to systematically explore different angles and interpretations, producing insightful analyses that evolve through multiple iterations.
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| initialize_mcts | Start a new MCTS analysis with a specific question. Can optionally specify provider_name and model_name to override defaults for this run. |
| run_mcts | Run the MCTS algorithm for a set number of iterations/simulations. |
| generate_synthesis | Generate a final summary of the MCTS results. |
| get_config | View current MCTS configuration parameters, including active LLM provider and model. |
| update_config | Update MCTS configuration parameters (excluding provider/model, use set_active_llm for that). |
| get_mcts_status | Check the current status of the MCTS system. |
{
"mcpServers": {
"mcts-mcp-server": {
"command": "uv",
"args": [
"--directory",
"/path/to/mcts-mcp-server/src",
"run",
"mcts-mcp-server"
],
"env": {
"UV_PROJECT_ENVIRONMENT": "/path/to/mcts-mcp-server"
}
}
}
}Configuration as documented by the project. Restart the client after saving.
| Variable | Description | Required |
|---|---|---|
| UV_PROJECT_ENVIRONMENT | Configuration value read at startup. | Optional |
| OPENAI_API_KEY | Credential the server authenticates with. | Yes |
| ANTHROPIC_API_KEY | Credential the server authenticates with. | Yes |
| GEMINI_API_KEY | Credential the server authenticates with. | Yes |
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