The top trending projects emphasize AI agents and their ecosystems, showcasing innovations in long-term memory management, agent skills, and automation loops. TencentCloud’s TencentDB-Agent-Memory leads with a reusable memory system for multi-agent coordination, while Cloudflare’s Computer brings computing capabilities to agents. Developer skill packs like addyosmani/agent-skills and mattpocock/skills also gain traction. Other spots include authentication infrastructure (goauthentik), code analysis (code-review-graph), and extensive educational resources (ChinaTextbook).
TencentCloud/TencentDB-Agent-Memory
⭐ 16,677 总星 · 今日 +1057 · 语言 TypeScript · 标签：agent, ai-agent, embedding, llm, local-first, long-term-memory, memory, openclaw-plugin, vector-search
A memory hub enabling AI agents to share chat history, skills, documentation, and code graphs to improve coordination and knowledge reuse across frameworks.
addyosmani/agent-skills
⭐ 83,127 总星 · 今日 +593 · 语言 JavaScript · 标签：agent-skills, antigravity, claude-code, codex, cursor, skills
A collection of production-quality engineering skills designed to enhance AI coding agents’ capabilities and interactions.
cloudflare/computer
⭐ 4,976 总星 · 今日 +2802 · 语言 TypeScript
Adds a simulated computer environment to AI agents, allowing them to perform computing tasks and extend their functionality.
mattpocock/skills
⭐ 207,480 总星 · 今日 +1873 · 语言 Shell
Curated real-world engineering skills scripts from the author’s .agents directory, widely starred for practical AI agent utilities.
goauthentik/authentik
⭐ 23,219 总星 · 今日 +138 · 语言 Python · 标签：authentication, authentik, authorization, kubernetes, oauth2, oauth2-client, oauth2-server, oidc, oidc-client, oidc-provider, proxy, reverse-proxy, saml, saml-idp, saml-sp, security, sso
A Python-based authentication and authorization system supporting OAuth2, OIDC, SAML, and proxy integrations for secure identity management.
huangruiteng/loopx
⭐ 3,024 总星 · 今日 +847 · 语言 Python · 标签：agent-control-plane, agent-ops, ai-agents, codex, long-running-agents, loop-engineering, loopx, workflow-automation
Lightweight AI agent loop engine providing durable state, quotas, logs, and automation for long-running agent teams across different coding agents.
google/guava
⭐ 51,665 总星 · 今日 +13 · 语言 Java · 标签：guava, java
Google’s core Java libraries offering collections, caching, concurrency utilities, and more, maintaining steady developer interest.
TapXWorld/ChinaTextbook
⭐ 77,286 总星 · 今日 +134 · 语言 Roff
A repository hosting PDFs of primary to university-level textbooks across all subjects, serving as a comprehensive free learning resource.
Significant-Gravitas/AutoGPT
⭐ 186,093 总星 · 今日 +37 · 语言 Python · 标签：agentic-ai, agents, ai, artificial-intelligence, autonomous-agents, claude, gpt, llama-api, llm, openai, python
An ambitious Python-based autonomous AI agent framework aiming to democratize AI agent development and usage.
tirth8205/code-review-graph
⭐ 29,134 总星 · 今日 +237 · 语言 Python · 标签：ai-coding, claude, claude-code, code-review, graphrag, incremental, knowledge-graph, llm, mcp, python, static-analysis, tree-sitter
Builds a persistent local code intelligence graph to help AI tools focus reviews and large-repo workflows by reducing irrelevant context.
数据来源：GitHub Trending — Daily [1]