ruashots / open-h3-ir
Open-source local implementation of MiniMax H3 Context-IR. Turn simple prompts into structured, validated H3 video briefs.
ruashots / open-h3-ir
GhalebDweikat / winnow
A calibrated context sieve for Claude Code: every tool result is judged by a System One model before it enters context.
DrDroidLab / open-index
Deterministic memory layer for your agents
QLNI / SHADOW-250M-Instruct
250M parameter language model. 100M-token offline context. 60 MB deployment, 400 tok/s on a laptop CPU.
gviiisen / repo-context-ledger
面向 AI 上下文管理的 Agent Skill：为 Codex 上下文管理、Cursor 上下文切换和 Claude 上下文管理提供跨窗口续接，用 Git 保存可验证的功能说明与变更记录。AI coding context management and agent handoffs.
llopresto87 / Cypress
CYPRESS (Contextual Yield Protocol for Routed Expert Seed Systems) — a project- and vendor-agnostic multi-agent seed for AI coding tools. Drop it into any repo to give agents a large number of per-role expert team, named protocols, a progressive-discovery knowledge graph, and spec- and test-driven discipline by default.
DAGroup-PKU / ViGAR
Rethinking World-Action Model for Compositional and In-context Robotic Manipulation
guix4ever / point
Git-native context handoff for humans and AI agents
libenxier-beep / codex-memories
Local-first persistent memory for OpenAI Codex: governed recall, progressive disclosure, no hosted vector database.
jangtrinh / design-os-3d-blender
AI agent operating system for Blender 5.2: bpy knowledge base, AGENT_OK execution contract, 3D-print production gate, worked keyboard and desktop-robot builds.
apple-aiml-research / ml-lensvlm
Official code for LensVLM: Selective Context Expansion for Compressed Visual Representation of Text.
baihua2471 / mcd-expiry-butler
看看哪些麦当劳权益快到期，哪些值得用，哪些不用为了到期硬消费。基于麦当劳官方 MCP 的 WorkBuddy Skill：只读查询优惠券与积分，按预算给出最多两套经官方接口试算的用餐方案。McDonald's coupon & points expiry assistant — a WorkBuddy Skill on the official McDonald's MCP. Read-only queries, official price calculation, max 2 budget-friendly plans.
janetom645-coder / mcd-buddy
麦门四重奏 McQuartet · 一个 Skill 装四个玩法：修行录 / 团餐指挥官 / 隐藏菜单实验室 / 每日运势签。基于麦当劳中国官方 MCP，187 个测试全绿，离线演示可一键复现。
Aiyawoc / CodexSessionManager
Safety-first GUI and CLI for auditing, backing up, importing, cleaning, and trimming Codex conversations without editing internal storage.
xhonye / AI-Context-Linker
AI Context Linker is a privacy-first context compiler. Turn local project context into reviewable Markdown for ChatGPT planning and Codex development. Local Python, no model API required.
xuanheng-tech / context-loader
Deterministic, bounded local Git context as Markdown or JSON. Standard-library Python CLI.
sulabhdubey / rta-smriti-brain
Local-first, evidence-aware project memory for AI coding agents.
bsab / italia-mcp-servers
Catalogo curato dei server MCP (Model Context Protocol) italiani — dati pubblici, legal-tech, fatturazione, PA e altro.
harish-gaggar / mcp-server-gateway
MCP gateway & OAuth MCP servers. LangGraph agent: memory, eval/tracking, PII guard, context trimming. Docker quick start for enterprise agents.
Jordanwei1 / jiaojie-skill
交接 Skill（Jiaojie）：跨窗口、跨模型、跨设备、跨语言的 AI 上下文交接工具。换窗口，不失忆；换模型，不重来。Open-source AI context handoff.
dreamers-laboratory / video-input-to-modern-llm
Give an LLM eyes on a video without blowing the context window: ffmpeg frame sampling at a chosen resolution, token estimates per model family, budget fitting, contact sheets.
kindlingai / glm-5.3-flash-gx10
GLM-5.3-Flash (NVFP4) at TP=4 across 4x ASUS GX10 / GB10 - vLLM + mentat instead of Ray, 524k context, DFlash2. Minimal working recipe.
hike-lab / public-data-lens
MCP-based discovery and judgment layer for Korea’s open data portal—helping AI agents find, compare, and assess datasets with explicit evidence, JSON-LD/DCAT metadata, and versioned deterministic rules.
CodeGraphContext / GraphARC
An end to end implementation of Graph Engineering as proposed by Andrew NG and Peter Steinberger
RollingGo-AI / RollingGo-Hotel-MCP-Global
Official RollingGo Hotel Booking MCP Server. 2M+ hotels at wholesale rates, 40+ LLM compatible. Free unlimited calls for businesses & individual devs. Filter by location, date, star grade, guests & tags; pull real-time room types, pricing & cancellation rules.
zhutoumeme / mcd-git
用 git 命令点麦当劳：add 放购物车，rebase 凑最省，push 确认后才下单；card 生成 1024 吃麦贡献图（3D 汉堡天际线 / 年度小票）。基于麦当劳 MCP Server，附 --demo 无 Token 试玩和 Agent Skill。非官方参赛作品。
SupercmoHQ / superCMO-skills
Open-source skills that empower any AI agent (Claude, Cursor, Hermes, etc.) to generate end-to-end marketing campaigns - UGC videos, ad videos, product photography and more.
eryflow / telos-sdk
TELOS SDK: a cache-aware prompt protocol and gateway for portable agent context.
Morrowmake / glm53-flash-cmp170hx-recipe
GLM-5.3-Flash on 4× NVIDIA CMP 170HX with vLLM: up to 482.6 tok/s single-user, up to 943.7 tok/s at 8 users, 262K context, TP4 or PP4, one-command container install
elliottophellia / Ryuumonbuchi
Maybe the headless Ghidra MCP you are looking for.
electricsheephq / lcm-x
LCM-X — Lossless Context Memory eXtension
LGAI-Research / EXAONE-Tabular
EXAONE Tabular is a transformer-based foundation model for tabular data that solves classification and regression through in-context learning
nv-tlabs / cmd
Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation
friday-memory / friday
The open-source persistent cognitive memory layer for AI coding agents. Stop your Cursor, Claude & Copilot from having amnesia.
Tencent-Hunyuan / Simple-Attention-Sparsification
[NeurIPS 2026] Code for our resarch paper "SAS: Simple Attention Sparsification via End-to-End Optimization of Context Ranking"
yujie-jason-zhang / horizon-academic-writing
A growing family of agent skills for rigorous, context-aware academic writing, peer review, and scholarly publishing workflows.
Emmimal / context-compiler
A pure-Python reachability and skeletonization layer that decides what a coding agent actually sees before a request reaches the API.
Reederey87 / glm53-flash-exl3-2x-dgx-spark
GLM-5.3-Flash EXL3 (320B MoE) on 2x NVIDIA DGX Spark — production serving kit, 1M context, 97%+ multi-session prefix caching, DFlash2 spec decode
bsab / france-mcp-servers
A curated catalog of Model Context Protocol servers for French data, laws, and services.
scarletkc / Perenna
A lightweight, Git-backed permanent memory for AI agents.
samuelcardillo / glm-5.3-flash-2x-rtx-pro-6000-blackwell
Validated GLM-5.3 Flash recipe for 2x NVIDIA RTX PRO 6000 Blackwell 96GB: 262K context, EXL3/TR3, adaptive MTP, tools, and vision.
xyzDist / H3-LongTakeNoCuts
Attempts to fix the H3 motion-context degradation issue
MiaAI-Lab / Qwen3.8-27B-RTX-6000-PRO-SGLang-DSpark
Qwen3.8-27B on SGLang for NVIDIA RTX PRO 6000 (96GB, SM120): DSpark speculative decoding, full 256K context, 8 concurrent requests
Xwh630 / ai-agent-handbook
AI Agent 实战手册 - 面向中文开发者的系统学习指南，从零搭建到生产部署
neuronto / agentic-resource-discovery
Neuronto Agentic Resource Discovery (ARD) Index. Federated search across every public ARD registry, plus a verified tool index read from each MCP server's own tools/list, hybrid lexical and semantic retrieval, and ARD-Bench.
nahid-sparktales / agent-dispatcher
Repository retrieval and context engine for Claude Code and Codex: finds relevant code, reuses project knowledge, and pairs each task with specialist skills and verification.
lab-emi / GrainSpeech
Official repository for “GrainSpeech: Less Context, More Detail for Compact Speech Synthesis.”
EcZachly / databricks-lakebase-app-day-2
This day is all about context engineering
tonyd2wild / GLM-5.3-Flash-NVFP4-1M-KV-4x-DGX-Spark
GLM-5.3-Flash (320B MoE) at TP4 across four DGX Sparks, same day as the model drop: 36 tok/s, 1.26M-token FP8 KV pool, 262K context, MTP spec decode. First TP4 glm5_next outside B200 hardware. Full patched-image recipe + the GB10 memory study.
wanqili857-byte / fictionforge
多智能体小说写作框架 | Multi-agent novel-writing framework — 每个角色都有自己的脑子,每一章都有质量门禁
wangyuxun6699 / learn_claude_code_langchain
Rebuild Claude Code's agent harness step by step with LangChain and LangGraph — from agent loops and tools to permissions, subagents, context compaction, memory, and recovery.
bsab / sweden-mcp-servers
A curated catalog of Model Context Protocol servers for Swedish data, laws and services.
1612535983 / deepresearchagent
Recoverable and auditable deep-research agent built with LangGraph. It plans research, searches the web, manages evidence and context, resumes interrupted runs, and generates cited reports—also designed as a learning reference for AI Agent enthusiasts.
nbrhyq / ContextMail
Intent-aware, planner-orchestrated AI communication agent powered by LangGraph and local Qwen3 via Ollama.
sukamenev / booktrans
Whole-book translation pipeline — scouts the book, translates in context, edits, adds footnotes. epub, fb2, pdf, txt, html in; epub, fb2, html, txt out.
gitcommit90 / glm-5.3-one-spark
GLM-5.3-Flash EXL3 2.05 on one DGX Spark — TP1 vLLM, DFlash2 K5, concurrency, 262K context, and published fidelity measurements
Kerneta / daidocs
Open plain-text file format for AI memory. Your assistant's long-term memory as .dai files on your disk: readable by Claude, GPT, Gemini, Cursor, local models and grep (all LLM models work). MCP server + hooks for Claude Code, Claude Desktop, Cursor, Windsurf, Codex. 83% LongMemEval-S (GPT-4o), 92% (Claude Fable 5), 10x fewer tokens.
susyimes / LAIN-agreement
铃音的记忆写入协议 - an informatics protocol: fragmented, cue-based, symbolic, highly compressed information for AI agents; usable for memory writing and transmission, decodable approximately or via retrieval.
AnnaSuSu / OpenContextEngine
An efficient, open-source code context engine. Open source deserves world-class code understanding.
KlingAIResearch / StreamHOI
Codebase for "StreamHOI: Interaction-aware Temporal Context Adaptation for Streaming HOI Video Synthesis"