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MCP server · Developer Tools

Hopeit.agents

hopeit.engine async GenAI multi-agent framework

Unclaimed Apache-2.0 devtools
51Fair

Scored 6 days ago · breakdown

About Hopeit.agents

Hopeit.agents is an MCP server published by hopeit-git in the Developer Tools category: hopeit.engine async GenAI multi-agent framework.

The repository has 2 stars and 5 forks, with the last commit 3 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/hopeit-git/hopeit.agents

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

Static checks derived from the repository 6 days ago. Heuristics on the source, not an audit.

  • ✓README presentThe repository ships documentation.
  • ✓License declaredUsable under a stated license.
  • ✓Tests presentA test suite exists in the repository.
  • ✓Dependencies pinnedA lockfile pins dependency versions.
  • ✓No dynamic code executionSource scan found no eval, dynamic Function, or shell execution.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

Releases

0.2.0b1hopeit.agents 0.2.0b1 · 22 Jul 2026What's Changed Pydantic-AI migration by @leosmerling-hopeit in https://github.com/hopeit-git/hopeit.agents/pull/14 Migrates `hopeit.agents` to `hopeit.engine` + Pydantic AI. Adds the new `hopeit-agents` package with configurable OpenAI and…

README

hopeit.agents

Hopeit integration and examples for building agentic HTTP APIs with hopeit.engine and Pydantic AI.

The active example is a single Hopeit application with two cooperating agents:

client -> Hopeit main-agent event -> main agent
                                      -> solve_expression tool
                                         -> expert agent
                                            -> generate_random tool
                                            -> sum_two_numbers tool

Agent delegation and tool calls happen in process. The example does not require an MCP server, custom model client, custom agent loop, or skills registry.

Active projects

  • plugins/agents is the hopeit-agents Python project. It currently provides the shared, configuration-driven OpenAI/Ollama model factory.
  • examples/apps/example-agents is the runnable Hopeit example and documents both agents, every tool, configuration, commands, and request format.

Development

Install the default environment and run the active checks:

make env
make lint
make test

The deterministic tests use Pydantic AI test models and do not contact OpenAI, Ollama, or the network.

For the OpenAI and Ollama launch commands, see the example-agents README.

Migration documentation

The custom agent toolkit, model client, skills registry, MCP projects, and their old examples were removed after the active application migrated. See docs/DEPRECATIONS.md for the removed scope and replacement guidance.

README fetched from the repository 6 days ago. The original is authoritative.

Questions

About Hopeit.agents

How do I install Hopeit.agents?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Hopeit.agents safe to use with an AI agent?

Its trust score is 51 out of 100 (fair). It passes 5 of the 6 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Hopeit.agents still maintained?

Yes — the latest release is 0.2.0b1 (22 Jul 2026), and the last commit was 3 months ago. The repository has 2 stars.