Description: Clawra is a neuro-symbolic AI agent framework that autonomously learns rules from text (no more prompt engineering), featuring an 8-stage evolution loop, GraphRAG hybrid retrieval, and MCP server for Claude Code integration.
Why it's awesome:
Self-evolving: AI learns rules from text instead of hardcoded prompts
Symbolic logic blocks LLM hallucinations on safety-critical decisions
AST-level math sandbox prevents DoS attacks from exponential math
MCP server for seamless Claude Code integration
433 tests, MIT license
Category: AI and Agents
Alphabetical order:✅ (placed between autogen and crewai)
🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.
## 📋 Pull Request Information
**Original PR:** https://github.com/vinta/awesome-python/pull/3063
**Author:** [@wu-xiaochen](https://github.com/wu-xiaochen)
**Created:** 4/15/2026
**Status:** ❌ Closed
**Base:** `master` ← **Head:** `add-clawra-engine`
---
### 📝 Commits (1)
- [`caa51bf`](https://github.com/vinta/awesome-python/commit/caa51bf4a939622281ee8c562bf44a8c2dde3609) Add clawra-engine: AI agent framework with autonomous evolution
### 📊 Changes
**1 file changed** (+1 additions, -0 deletions)
<details>
<summary>View changed files</summary>
📝 `README.md` (+1 -0)
</details>
### 📄 Description
## Add clawra-engine
**Project:** [wu-xiaochen/clawra-engine](https://github.com/wu-xiaochen/clawra-engine)
**Description:** Clawra is a neuro-symbolic AI agent framework that autonomously learns rules from text (no more prompt engineering), featuring an 8-stage evolution loop, GraphRAG hybrid retrieval, and MCP server for Claude Code integration.
**Why it's awesome:**
- Self-evolving: AI learns rules from text instead of hardcoded prompts
- 8-stage evolution loop: perceive → learn → reason → execute → evaluate → drift detect → revise → update
- Symbolic logic blocks LLM hallucinations on safety-critical decisions
- AST-level math sandbox prevents DoS attacks from exponential math
- MCP server for seamless Claude Code integration
- 433 tests, MIT license
**Category:** AI and Agents
**Alphabetical order:** ✅ (placed between autogen and crewai)
---
<sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>
GiteaMirror
changed title from [PR #3063] Add clawra-engine: AI agent framework with autonomous evolution to [PR #3063] [CLOSED] Add clawra-engine: AI agent framework with autonomous evolution2026-04-17 07:39:33 -05:00
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📋 Pull Request Information
Original PR: https://github.com/vinta/awesome-python/pull/3063
Author: @wu-xiaochen
Created: 4/15/2026
Status: ❌ Closed
Base:
master← Head:add-clawra-engine📝 Commits (1)
caa51bfAdd clawra-engine: AI agent framework with autonomous evolution📊 Changes
1 file changed (+1 additions, -0 deletions)
View changed files
📝
README.md(+1 -0)📄 Description
Add clawra-engine
Project: wu-xiaochen/clawra-engine
Description: Clawra is a neuro-symbolic AI agent framework that autonomously learns rules from text (no more prompt engineering), featuring an 8-stage evolution loop, GraphRAG hybrid retrieval, and MCP server for Claude Code integration.
Why it's awesome:
Category: AI and Agents
Alphabetical order: ✅ (placed between autogen and crewai)
🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.
[PR #3063] Add clawra-engine: AI agent framework with autonomous evolutionto [PR #3063] [CLOSED] Add clawra-engine: AI agent framework with autonomous evolution