MCP servers and skills: search, filter by where they run, and compare.
1–24 of 1,227 tools for “tree-search”
Clear allUpper Confidence Bounds for Trees (UCT / MCTS) sequential planning and rollout decision engine.
SkillLink only★ 7
Upper Confidence Bounds for Trees (UCT / MCTS) sequential planning and rollout decision engine.
SkillLink only★ 7
turns your codebase into an autoresearch loop — discovers what to measure, instruments the benchmark, then runs tree search with parallel subagents.
SkillApache-2.0★ 1.5kNo key
VeritasGraph — open-source Knowledge Graph & GraphRAG framework on GitHub. Build multi-hop reasoning, ontology-aware retrieval, and verifiable attribution over your own data. Nodes, edges, RDF, linked
PythonMIT★ 325No key
SkillMIT★ 12No key
MCP server for PageIndex. PageIndex is a vectorless reasoning-based RAG system which uses multi-step reasoning and tree search to retrieve information like a human expert would.
Node.jsMIT★ 404No key
The AI-assisted, open-source alternative to Notion and Confluence: a team wiki that lives in Git, with real-time editing, data tables, whiteboards, offline mode, and first-class AI agents. Live demo:
Hosted by authorMIT★ 78No key
Self-balancing Red-Black binary search tree engine for ordered indexing, range queries, and log-time state updates in memory
MCPLink only★ 7
A systematic reasoning MCP server implementation for Claude Desktop with beam search and thought evaluation.
SkillMIT★ 277No key
Fabricator is an open-source, self-hosted web UI for managing Minecraft servers and mods via Modrinth.
PythonAGPL-3.0★ 57Needs a key
A context harness for AI agents: all your scattered context — code, memory, docs, databases, SaaS — in one searchable, browsable, file-like interface.
SkillApache-2.0★ 157No key
Navigate, search and resume Claude Code and Codex sessions as numbered trees, with token usage per step. CLI + MCP plugin.
Node.jsMIT★ 2Few starsNo key
This project has been discontinued. On-going: Rust version
PythonMIT★ 2Few starsNo key
Vectorless code retrieval for AI coding agents — search code by business intent (@intent, @domainRule) over a Tree-sitter graph. Built for MSA via MCP.
GoMIT★ 17No key
piggybacking on the Dafny language implementation to explore interactive semi-automated verified program synthesis, combining LLMs and symbolic reasoning
SkillMIT★ 18No key
SkillMIT★ 2Few starsNo key
Xploit47 — systematic AI-powered penetration testing reasoning MCP server (Beam Search + MCTS attack path planning)
Node.jsMIT★ 1Few starsNo key
FamilySearch MCP server using browser session authentication
SkillMIT★ 5No key
A fully private, local RAG system for selectable-text PDFs using hierarchical tree search and D3 spatial graphs.
PythonMIT★ 2Few starsNo key
MCP tool to enable semantic code search in your project.
Node.jsMIT★ 4Few starsNo key
MCP server for Path of Building 2 (PoE2) - analyze, optimize, and import builds from Mobalytics
SkillGPL-3.0★ 3Few starsNo key
Time-travel debugging and tree-search optimization for self-improving agents. Rewind, fork, and replay any state
SkillMIT★ 4Few starsNo key
Self-hosted knowledge base with semantic search, queryable by AI assistants over MCP.
SkillAGPL-3.0★ 2Few starsNo key
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