A curated list of 100+ AI-ready tools for Computer-Aided Engineering, ranked by an AI-Readiness Score (agent-callability: MCP, Python API, CLI, pip). CFD, FEA, SPH, DEM, differentiable simulation, neural operators, PINNs, MCP servers.
GitHub repository with 34 stars and 7 forks.
Language: Python
Topics: ai, awesome, awesome-list, cae, cfd, fea, mcp, simulation, visualization, artificial-intelligence
2026-06-10: 34 stars and 7 forks.
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
GitHub repository with 24,986 stars and 1,636 forks.
Trending score: 5.73; stars gained: +2,844; forks gained: +202.
Language: Python
Topics: agent, ai, anthropic, claude-code, compression, context-engineering
The agent that grows with you
GitHub repository with 192,327 stars and 33,531 forks.
Trending score: 5.48; stars gained: +990; forks gained: +282.
Language: Python
Topics: ai, ai-agent, ai-agents, anthropic, chatgpt, claude
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
GitHub repository with 82,613 stars and 9,527 forks.
Trending score: 4.64; stars gained: +171; forks gained: +18.
Language: Python
Topics: ai, ai-agents, context-engine, llm-apps, rag, retrieval-augmented-generation
Lightweight, open-source AI agent for your tools, chats, and workflows.
GitHub repository with 44,142 stars and 7,807 forks.
Trending score: 4.19; stars gained: +113; forks gained: +10.
Language: Python
Topics: ai, ai-agent, ai-agents, anthropic, chatgpt, claude
Find the local LLM that actually runs and performs best on your hardware. Ranked by real, recency-aware benchmarks, not parameter count. One command, run it instantly.
GitHub repository with 4,655 stars and 254 forks.
Trending score: 4.15; stars gained: +162; forks gained: +11.
Language: Python
Topics: ai, cli, llm, local-llm, command-line-tool, gguf
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
GitHub repository with 141,302 stars and 20,290 forks.
Trending score: 4.14; stars gained: +247; forks gained: +39.
Language: Python
Topics: ollama, ollama-webui, llm, webui, self-hosted, llm-ui
AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary
GitHub repository with 40,614 stars and 3,271 forks.
Trending score: 5.82; stars gained: +1,312; forks gained: +87.
Language: Python
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
GitHub repository with 24,986 stars and 1,636 forks.
Trending score: 5.73; stars gained: +2,844; forks gained: +202.
Language: Python
Topics: agent, ai, anthropic, claude-code, compression, context-engineering
Self-hosted AI workspace.
GitHub repository with 69,662 stars and 8,819 forks.
Trending score: 5.70; stars gained: +951; forks gained: +165.
Language: Python
The agent that grows with you
GitHub repository with 192,327 stars and 33,531 forks.
Trending score: 5.48; stars gained: +990; forks gained: +282.
Language: Python
Topics: ai, ai-agent, ai-agents, anthropic, chatgpt, claude
AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.
GitHub repository with 66,467 stars and 6,719 forks.
Trending score: 5.25; stars gained: +1,314; forks gained: +109.
Language: Python
Topics: antigravity, claude-code, codex, gemini, graphrag, knowledge-graph
AI generates a real, editable PowerPoint from any document — native shapes & animations, speaker notes voiced as audio narration, and the option to follow your own .pptx template, not slide images · by Hugo He
GitHub repository with 27,112 stars and 2,418 forks.
Trending score: 5.10; stars gained: +903; forks gained: +61.
Language: Python
Topics: ai-agent, aippt, office, powerpoint, powerpoint-generation, ppt
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
GitHub repository with 24,986 stars and 1,636 forks.
Trending score: 5.73; stars gained: +2,844; forks gained: +202.
Language: Python
Topics: agent, ai, anthropic, claude-code, compression, context-engineering
The agent that grows with you
GitHub repository with 192,327 stars and 33,531 forks.
Trending score: 5.48; stars gained: +990; forks gained: +282.
Language: Python
Topics: ai, ai-agent, ai-agents, anthropic, chatgpt, claude
A collection of MCP servers.
GitHub repository with 88,981 stars and 11,516 forks.
Trending score: 4.80; stars gained: +147; forks gained: +157.
Topics: ai, mcp
The API to search, scrape, and interact with the web at scale. 🔥
GitHub repository with 132,084 stars and 7,777 forks.
Trending score: 4.77; stars gained: +854; forks gained: +24.
Language: TypeScript
Topics: ai, ai-agents, ai-crawler, ai-scraping, ai-search, crawler
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
GitHub repository with 82,613 stars and 9,527 forks.
Trending score: 4.64; stars gained: +171; forks gained: +18.
Language: Python
Topics: ai, ai-agents, context-engine, llm-apps, rag, retrieval-augmented-generation
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
GitHub repository with 49,142 stars and 5,187 forks.
Trending score: 4.48; stars gained: +331; forks gained: +50.
Language: Rust
Topics: acp, ai, ai-agents, mcp