Who is agent-mcts for?

agent-mcts is an open-source project built for AI developers and researchers.

Yes — agent-mcts is open source under the MIT license and free to use.

What platforms does agent-mcts run on?

agent-mcts runs on the command line.

Is agent-mcts still maintained?

The GitHub repository shows 11 commits in the last 90 days.

What are alternatives to agent-mcts?

Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.

Who makes agent-mcts?

agent-mcts is developed by natsu0529.

How long has agent-mcts been around?

agent-mcts first shipped in 2026.

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agent-mcts

Name: agent-mcts
Author: natsu0529

PyPIInfrastructure

agent-mcts is an open-source Python package that adds Monte Carlo Tree Search (MCTS) capabilities to any coding agent. It functions as a test-time search harness compatible with Claude Code, Codex CLI, Kimi CLI and similar tools. The MIT-licensed library is available on PyPI and GitHub for developers building advanced LLM agents.

Open SourceMITCLI

Visit PyPI

Overview

3 features

In the AI & ML space, agent-mcts takes a focused approach. It focuses on improving reasoning capabilities of existing coding agents through search. It is built as an open-source project for AI developers and researchers. agent-mcts is open source under the MIT license. It runs on the command line.

natsu0529 builds and maintains agent-mcts, and it first shipped in 2026. Development happens publicly on GitHub with 11 commits in the last 90 days. Key capabilities include MCTS Search, Test-time Compute, and Agent Enhancement.

Summary written by a language model from the project’s public pages.

MCTS Search
Test-time Compute
Agent Enhancement

Built with & integrations

AI providers

anthropicmultiple

Runs on

CLI

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tierGitHubActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed2 Aug · 11:08 UTC
agent-mcts verified against its public source
Source: PulseGate · Open

Frequently asked questions about agent-mcts

What does agent-mcts do?: Agent-mcts focuses on improving reasoning capabilities of existing coding agents through search. It is catalogued under AI & ML on PulseGate.
Who is agent-mcts for?: agent-mcts is an open-source project built for AI developers and researchers.
Is agent-mcts free?: Yes — agent-mcts is open source under the MIT license and free to use.
What platforms does agent-mcts run on?: agent-mcts runs on the command line.
Is agent-mcts still maintained?: The GitHub repository shows 11 commits in the last 90 days.
What are alternatives to agent-mcts?: Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.Cliprise chi-ai AI DocuChat
Who makes agent-mcts?: agent-mcts is developed by natsu0529.
How long has agent-mcts been around?: agent-mcts first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: MIT
First seen: 2 Aug 2026
Built for: AI developers and researchers
Model: Open source
Solves: Improving reasoning capabilities of existing coding agents through search.

Registered as

GitHub: natsu0529/mcts-llm-agent
PyPI: agent-mcts

Developer

natsu0529

Solo developer

GitHub

Open source

View on GitHub

Stars: 0
Forks: 0
Open issues: 5
Last commit: 2 Aug 2026
Commits 90d: 11
Contributors: 1
Authorship: Solo
Default branch: main

Live coverage

Identity confidence: Low · 64
Indexed: 2 Aug 2026
Lifecycle: Alive
First seen: Aug 2026
Last seen: 2 Aug 2026

Identity audit (13)

Slug: agent-mcts-pypi-org
Lifecycle state recorded: 2 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 2 Aug 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 2 Aug 2026
Canonical URL: https://pypi.org/project/agent-mcts

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