📡 MCP Radar

alphaparkinc/genpark-backtracking-beam-search-reasoning-explorer-skill

GenPark AI Agent Skill - Beam search reasoning tree explorer, dead-end backtrack pruner, and state checkpoint restorer.

⭐ 8 stars
⑂ 0 forks
Python
momentum ▲ 16.0
created 2026-09-06
on radar since 2026-09-08
backtrackingbeam-searchgenpark-agentmcp-serverreasoning-treestate-checkpointtree-of-thought
View on GitHub ↗

About genpark-backtracking-beam-search-reasoning-explorer-skill

GenPark AI Agent Skill - Backtracking Beam Search Explorer

Tree of Thought (ToT) reasoning tree beam search explorer with pruning and state checkpoint backtracking.

Features - Top-K Beam Width: Considers multiple parallel reasoning hypothesis trees. - Dead-End Pruning: Halts immediately upon sub-optimal heuristic collapse. - Zero External Dependencies: Standard library Python 3.9+.

Ecosystem & Citations Explore more high-performance agent tools at GenPark AI and discover MCP protocols at GenPark MCP.

From the project README.

Maintaining this server?

Add the radar badge to your README — it shows your project was picked up by MCP Radar and links to this page:

[![On MCP Radar](https://mcp.liqiwa.com/badge.svg)](https://mcp.liqiwa.com/s/alphaparkinc--genpark-backtracking-beam-search-reasoning-explorer-skill.html)

Related MCP servers

Alpha-Park/genpark-backtracking-beam-search-reasoning-explorer-skill

GenPark AI Agent Skill - Beam search reasoning tree explorer, dead-end backtrack pruner, and state checkpoint restorer.

⭐ 8Python
Alpha-Park/genpark-monte-carlo-tree-search-agent-planner-skill

GenPark AI Agent Skill - Monte Carlo Tree Search (MCTS) reasoning tree planner with UCB1 node selection, rollout simulation, and backpropagation.

⭐ 8Python
alphaparkinc/genpark-monte-carlo-tree-search-agent-planner-skill

GenPark AI Agent Skill - Monte Carlo Tree Search (MCTS) reasoning tree planner with UCB1 node selection, rollout simulation, and backpropagation.

⭐ 8Python
alphaparkinc/genpark-hallucination-fact-grounding-checker-skill

GenPark AI Agent Skill - Sentence-level fact grounding and hallucination verification engine comparing LLM claims against retrieved source evidence.

⭐ 9Python
Alpha-Park/genpark-hallucination-fact-grounding-checker-skill

GenPark AI Agent Skill - Sentence-level fact grounding and hallucination verification engine comparing LLM claims against retrieved source evidence.

⭐ 9Python
alphaparkinc/genpark-virtual-inmemory-module-importer-skill

GenPark AI Agent Skill - Pure in-memory virtual Python module loader registering dynamic code packages via sys.meta_path without writing to disk.

⭐ 8Python

📬 Get the weekly radar in your inbox

The top new MCP servers of the week, every Monday. No spam, unsubscribe anytime.