Who should use bumblehive?

bumblehive is an open-source project built for AI developers and agent engineers.

Yes — bumblehive is open source under the Apache-2.0 license and free to use.

What platforms does bumblehive run on?

bumblehive runs on the command line and API. It can also be self-hosted.

Is bumblehive still maintained?

The GitHub repository shows 176 commits in the last 90 days.

What projects are similar to bumblehive?

Similar projects tracked by PulseGate include Cliprise, chi-ai, and Ask AIs Anything.

Who makes bumblehive?

bumblehive is developed by wxhcore.

When did bumblehive launch?

bumblehive first shipped in 2026.

Back to the index

bumblehive

Name: bumblehive
Author: wxhcore

PyPIInfrastructure

Bumblehive is an open-source agent runtime built for tool-driven loop engineering. It provides a framework for creating, testing, and running LLM-based agents that interact with tools in iterative loops. The package includes support for the Model Context Protocol (MCP) and is designed for developers building reliable AI agent systems.

Open SourceApache-2.0CLIAPISelf-hosted

Visit PyPI

5stars

1fork

5features

2026since

Overview

5 features

bumblehive sits in PulseGate's AI & ML category. It focuses on building and iterating on reliable tool-calling agent loops without a suitable runtime framework. It is built as an open-source project for AI developers and agent engineers. The project is open source (Apache-2.0). It runs on the command line and API, and it can be self-hosted.

Behind bumblehive is wxhcore, and it first shipped in 2026. The project is developed in the open on GitHub with 176 commits in the last 90 days. Key capabilities include Agent Runtime, Tool Calling, and Loop Engineering. It exposes integrations via an MCP server and a public API.

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

Agent Runtime
Tool Calling
Loop Engineering
MCP Support
LLM Integration

Built with & integrations

Connectors

MCPAPI

Runs on

CLIAPI-onlySelf-hosted

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSOpen Source GitHub · ★ 5Active maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed31 Jul · 03:00 UTC
bumblehive verified against its public source
Source: PulseGate · Open

Frequently asked questions about bumblehive

What does bumblehive do?: Bumblehive focuses on building and iterating on reliable tool-calling agent loops without a suitable runtime framework. It is catalogued under AI & ML on PulseGate.
Who should use bumblehive?: bumblehive is an open-source project built for AI developers and agent engineers.
Is bumblehive free?: Yes — bumblehive is open source under the Apache-2.0 license and free to use.
What platforms does bumblehive run on?: bumblehive runs on the command line and API. It can also be self-hosted.
Is bumblehive still maintained?: The GitHub repository shows 176 commits in the last 90 days.
What projects are similar to bumblehive?: Similar projects tracked by PulseGate include Cliprise, chi-ai, and Ask AIs Anything.Cliprise chi-ai Ask AIs Anything
Who makes bumblehive?: bumblehive is developed by wxhcore.
When did bumblehive launch?: bumblehive first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes · ★ 5
License: Apache-2.0
First seen: 31 Jul 2026
Built for: AI developers and agent engineers
Model: Open source
Solves: Building and iterating on reliable tool-calling agent loops without a suitable runtime framework.

Registered as

GitHub: wxhcore/bumblehive
PyPI: bumblehive

Developer

wxhcore

Small team

GitHub

Open source

View on GitHub

Stars: 5
Forks: 1
Open issues: 0
Last commit: 31 Jul 2026
Commits 90d: 176
Contributors: 2
Authorship: Small team
Default branch: main

Live coverage

Identity confidence: Low · 64
Indexed: 31 Jul 2026
Lifecycle: Alive
First seen: Jul 2026
Last seen: 31 Jul 2026

Identity audit (13)

Slug: bumblehive-pypi-org
Lifecycle state recorded: 31 Jul 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 31 Jul 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: 31 Jul 2026
Canonical URL: https://pypi.org/project/bumblehive

Ship this? Send a correction — no account, and you get a link to follow it.

Also in AI & ML

Same category — not a similarity match