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Contents

GitHub
AI Coding·2025
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CodeBoarding

CodeBoarding

Combines static code analysis with LLM reasoning to produce interactive architecture diagrams, component-level documentation, and navigable outputs for IDEs, CI, and docs. Emits Mermaid diagrams and incremental updates with CLI and editor integrations.

#ai-coding#llm#python#typescript#cli+3
GitHub
MCP Server·2025
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JADX-MCP-SERVER

zinja-coder

Exposes a local MCP server that lets LLMs (e.g., Claude Desktop) query decompiled Android app context from a modified JADX GUI—supporting class/method retrieval, resources, xrefs, and debugger hooks for interactive reverse engineering workflows.

#mcp-server#mcp#android#python#java+5
GitHub
AI Agent·2025
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The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

SakanaAI

Autonomously proposes hypotheses, runs experiments, analyzes results, and drafts workshop-level papers via an agentic tree-search pipeline. Unlike template-driven predecessors, it explores open-ended ML research paths but requires GPU/PyTorch and careful sandboxing due to execution of LLM-written code.

#agent-skills#ai-agent#paper#github#pytorch+2
Hugging Face
AI Dataset·2025
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OpenCodeInstruct

NVIDIA

Provides 5 million instruction–response pairs for supervised fine-tuning of code LLMs, with inputs, outputs, unit tests, and automated LLM judgments. Uses hybrid automated/synthetic generation and is released under CC BY 4.0 for large-scale SFT workflows.

#nvidia#huggingface#code#ai-train#ai-coding+3
AI Others·2025

The Second Half

Shunyu Yao

Argues AI has entered its 'second half': a working recipe (language pre-training priors + scale + reasoning) now generalizes RL across tasks, so the bottleneck shifts from inventing methods to defining problems and rethinking evaluation.

#RL#ai-agent#evaluation#LLM#blog
GitHub
AI Agent·2025
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Embabel Agent Framework

Embabel Software Inc

JVM framework for authoring agentic flows that mixes LLM-driven prompts with strongly typed domain models and normal code to plan and execute goals. Key features: pluggable planners (GOAP, Utility AI), Spring integration, strong typing, testability, and support for local and cloud LLMs.

#ai-agent#ai-framework#java#kotlin#mcp-server+8
GitHub
MCP Server·2025
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MetaTrader MCP Server

Aria Dhanang

Lets AI assistants query market data and execute/manage trades on MetaTrader 5 using natural language. Implements the MCP bridge with multiple transports (stdio/SSE/HTTP), a WebSocket quote streamer, and local-credentials-first design for prototyping AI-driven trading integrations.

#mcp#mcp-server#python#finance#claude+3
GitHub
AI Client·2025
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Dyad

dyad-sh·Dyad Tech, Inc.

Builds apps locally with AI while keeping code, model choices, and deployment paths under the user’s control as a desktop alternative to hosted app builders.

#github#ai-tools#ai-client#ai-api#chatbot
GitHub
MCP Server·2025
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MCP Shrimp Task Manager

cjo4m06

Turns natural-language requirements into a dependency-aware graph of atomic, testable dev tasks for AI coding agents. Adds cross-session memory and a plan-reflect loop that forces the agent to think through each step before writing code.

#mcp#mcp-server#agent-skills#typescript#nodejs+3
GitHub
AI Agent·2025
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DroidRun

droidrun (GitHub: droidrun)·Droidrun

Lets LLM agents drive real Android and iOS devices from natural-language commands by turning each screen's accessibility tree into structured text the model reads directly, not just screenshots. LLM-agnostic; runs via CLI, Python, or Docker.

#ai-agent#llm#ai-framework#ai-tools#vision+2
GitHub
AI Video·2025
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trackers

Roboflow

Clean-room, modular implementations of multi-object tracking algorithms — SORT, ByteTrack, OC-SORT, BoT-SORT, C-BIoU — behind one interface. Detector-agnostic: works with YOLO, DETR, or any bounding-box model via supervision.Detections.

#vision#github#python#ai-tools#ai-video+1
GitHub
AI Deploy·2025
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LiteRT-LM

Google AI Edge (Google)

Run large-language and multimodal models locally on edge devices (Android, iOS, desktop, web, Raspberry Pi) with hardware acceleration, function-calling, and multi-language SDKs—designed for low-latency, privacy-sensitive on-device inference.

#google#llm#ai-inference#ai-serving#github+3
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