Ross ROSS = Recommend OSS · open-source software intelligence for agents

cheshire-cat-ai/core

AI agent microservice observed · 2026-08-28

github.com/cheshire-cat-ai/core · homepage · Python · GPL-3.0 (copyleft) observed · 2026-08-28

Health v2 · maintenance only

94/100

  • Activity 95
  • Release rhythm 92
  • Longevity 93
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 2.5
  • age_days: 1302
  • days_rel: 56
  • days_push: 35
  • n_releases_24m: 5

Full methodology

Adoption not part of the score

3085 stars · 409 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Cheshire Cat AI is a Python framework and microservice for building conversational AI agents with LLMs, tools, RAG, and plugins, served with a built-in web UI and REST API. It is designed bottom-up for education and research, letting users learn how AI agents work through a small set of primitives (Agent, Tool, Directive, Hook).

Use cases

  • build a conversational ai chatbot with tools
  • learn how ai agents work
  • self-host an llm assistant with rag memory
  • create a plugin-based ai agent microservice
  • add function calling tools to an llm chatbot
  • publish an ai agent on the web for research or teaching
  • connect an mcp client to a chatbot

When to choose

  • you want a simple, hackable Python framework to learn or teach agent concepts
  • you need a self-hosted chatbot microservice with REST API and web UI out of the box
  • you want to extend an agent via plugins, tools, and hooks with minimal boilerplate

When to avoid

  • you need a production-stable system - version 2 is an unstable alpha with breaking changes
  • you need a lightweight embedded agent library rather than a full microservice
  • GPL-3.0 licensing is incompatible with your project

Facets

framework · maturity experimental

agent-framework chatbot rag llm-inference mcp web-framework plugin-system artificial-intelligence large-language-models chatbots education developer-tools python self-hosted cross-platform conversational-ai function-calling vector-search ag-ui-protocol microservice learning-framework gpl-3.0 ai-agents retrieval-augmented-generation docker web-server

4 sources

Member repositories

RepositoryRoleHealth v2
cheshire-cat-ai/coremain94

For agents

markdown · JSON · MCP: product_card(name="cheshire-cat-ai/core")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem