MCP testing dependencies for Adaptive Graph of Thoughts
Adaptive graph of thoughts mcp server lets Claude, Cursor and other MCP clients work with Adaptive Graph Of Thoughts directly. MCP testing dependencies for Adaptive Graph of Thoughts.
Adaptive Graph of Thoughts (AGoT) is a high-performance MCP server that implements the Advanced Scientific Reasoning Graph-of-Thoughts (ASR-GoT) framework. It uses a Neo4j graph database as a dynamic knowledge store and exposes reasoning capabilities through the Model Context Protocol (MCP), enabling seamless integration with AI assistants like Claude Desktop.
pyproject.toml, e.g., the Docker image uses Python 3.11.x or 3.12.x, 3.13.x) - Poetry: For dependency management - Docker and Docker Compose: For containerized deploymentCompare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
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 |
|---|---|
| scientific_reasoning_query | Advanced scientific reasoning with graph analysis |
| analyze_research_hypothesis | Hypothesis evaluation with confidence scoring |
| explore_scientific_relationships | Concept relationship mapping |
| validate_scientific_claims | Evidence-based claim validation |
{
"mcpServers": {
"adaptive-graph-of-thoughts": {
"command": "python",
"args": [
"-m",
"adaptive_graph_of_thoughts.main"
],
"cwd": "/path/to/Adaptive-Graph-of-Thoughts-MCP-server",
"env": {
"NEO4J_URI": "bolt://localhost:7687",
"NEO4J_USER": "neo4j",
"NEO4J_PASSWORD": "YOUR_NEO4J_PASSWORD",
"MCP_TRANSPORT_TYPE": "stdio"
}
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
pyproject.toml, e.g., the Docker image uses Python 3.11.x or 3.12.x, 3.13.x) - Poetry: For dependency management - Docker and Docker Compose: For containerized deployment| Variable | Description | Required |
|---|---|---|
| NEO4J_URI | Declared in the maintainer’s client configuration. | Check documentation |
| NEO4J_USER | Declared in the maintainer’s client configuration. | Check documentation |
| NEO4J_PASSWORD | Declared in the maintainer’s client configuration. | Check documentation |
| MCP_TRANSPORT_TYPE | Declared in the maintainer’s client configuration. | Check documentation |
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