101 projects whose own agent configuration covers memory and context. These are not mods to install — they are how the maintainers of these repositories tell an agent what to do, and what to avoid.
All projects Building agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| marlondivino/open-code-as-mcp The main goal of this MCP is to save tokens in complex Antigravity tasks by allowing OpenC | 6 | Cursor, Gemini CLI | 2 | 305 tok |
| shahzebqazi/mhn-ai-agent-memory shahzebqazi.github.io AI agent memory using Modern Hopfield Networks — no LLM calls, no database, one matrix mul | 5 | Cursor | 1 | — |
| DeHor-Labs/transcreve-ai Multimodal video dossiers for agents: transcripts, frames, OCR, evidence, and RAG-ready kn | 5 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 7 | 2,966 tok |
| acn-ericlaw/agent-memory acn-ericlaw.github.io A lightweight, vendor-neutral AI memory tool for human–AI collaboration that turns a clear | 5 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 6 | 642 tok |
| jayasukuv11-beep/agenthelm agenthelm.online Shared, versioned memory for AI coding agents — MCP server with git-style history (log/dif | 5 | Cursor | 1 | 320 tok |
| dawitlabs/capsule capsulectx.vercel.app Markdown context packs that help coding agents reduce repeated repository-discovery tokens | 4 | Claude Code, Codex, Cursor, OpenCode | 3 | 225 tok |
| d4551/piratebao PirateBao is a TypeScript/Bun agent-skill package for terse pirate-speak AI coding replies | 4 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 14 | 795 tok |
| HarperFast/Cortex Open-source AI memory system powered by Harper Fabric. Clone, configure, deploy. | 4 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 5,244 tok |
| withkynam/riper-5-spec-driven-development | 4 | Claude Code, Cursor | 4 | — |
| grasshopco/god-mode An advanced Cursor IDE enhancement system that turns Cursor into an autonomous, infinite m | 4 | Cursor | 1 | 8,253 tok |
| PralhadYadawad/avvarre avvarre.com AI context that survives the chat window. Persistent repo memory, impact analysis, and ins | 4 | Claude Code, GitHub Copilot, Cursor | 17 | 2,387 tok |
| AmanKtyr/Tailor npmjs.com Stop vibe-coding bloat & token waste. Unified AI Coding-Agent & Spec-Driven Development (S | 3 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 23 | 3,693 tok |
| metagit-ai/metagit-cli metagit-ai.github.io Situational awareness across Git repositories. | 3 | Codex, GitHub Copilot, Cursor, OpenCode | 3 | 2,424 tok |
| Leviathan0x0/Chronicle-MCP | 2 | GitHub Copilot, Cursor | 2 | 121 tok |
| cote-star/agent-context Navigation contract for AI coding agents in large repos. Templates, validation scripts, an | 2 | Claude Code, Codex, Cursor, Gemini CLI, OpenCode | 4 | 342 tok |
| chandantochandan/vidurai vidurai.ai The Local-First AI Memory Layer. Bridges VS Code, Terminal, and any MCP-compliant AI. Feat | 2 | Cursor | 1 | 363 tok |
| Huguet57/.cursorrules Cursor rules for agentic capabilities | 2 | Cursor | 1 | 217 tok |
| rahult18/prism-mem Post-session knowledge crystallizer for AI coding agents | 2 | Claude Code, Codex, Cursor, OpenCode | 3 | 1,470 tok |
| kksudo/AgentFS Scaffold your Obsidian vault as a filesystem-based OS for AI agents. Single source of trut | 2 | Claude Code, Codex, Cursor, OpenCode | 3 | 2,645 tok |
| BrunoBNascimento/devos | 2 | Claude Code, GitHub Copilot, Cursor | 11 | 518 tok |
| Avos-Lab/git-aware-coding-agent avoslab.com Git history and session memory for AI coding agents working in the same repository. | 2 | Claude Code, Cursor | 7 | — |
| Doucs91/hivelore Policy enforcement layer for AI coding agents — briefing gates, team memory, Git/CI checks | 2 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 6 | 8,446 tok |
| sovantica/engrava-mcp engrava.ai Model Context Protocol server for Engrava — expose an AI agent memory database to any MCP | 1 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 3,756 tok |
| ontorata/ratary ratary.ontorata.com | 1 | Cursor | 13 | — |
| Smart-AI-Memory/memdocs smartaimemory.com Persistent memory management for AI projects - Git-native documentation intelligence | 1 | Cursor | 1 | 1,999 tok |
| Republicofhaitigoodstory6175/engram Connect your codebase to AI coding tools with a universal context spine. | 1 | Claude Code, Cursor | 2 | 1,893 tok |
| contextpilot-dev/contextpilot Make every AI tool understand your codebase. Generate and sync .cursorrules, CLAUDE.md, co | 1 | Claude Code, GitHub Copilot, Cursor | 3 | 562 tok |
| mikeysrecipes/mcp-openvision | 1 | Cursor | 1 | 1,122 tok |
| varunajaytawde28-design/smm-sync Persistent decision memory and contradiction prevention for AI coding agents. MCP server + | 1 | Claude Code, Codex, Cursor, OpenCode | 6 | 1,329 tok |
| JayLiuMLP/incident-agent A Python FastMCP (Model Context Protocol) server for incident management and analysis | 1 | Claude Code, Cursor | 2 | 2,162 tok |
| 0xkaz/agentclip agentclip.0xkaz.com Clip browser text, recall it from any AI — Chrome extension + Cloudflare Workers with MCP, | 1 | Claude Code, Codex, Cursor, OpenCode | 4 | 557 tok |
| shdra06/ai-mind-map 🧠 MCP Server that reduces AI coding agent token usage by 80-99%. Knowledge graph + persis | 1 | Claude Code, Codex, GitHub Copilot, Cursor | 5 | 3,396 tok |
| The-Focus-AI/buttondown-mcp ModelContextProtocal server for interacting with buttondown | 1 | Cursor | 1 | 266 tok |
| QuarkOS/Cairn Typed facts that outlive the session. Agents assert, recall, and retract through JSON or M | 1 | Claude Code, Codex, Cursor, OpenCode | 11 | 530 tok |
| sandraschi/onenote-mcp MCP server for Microsoft OneNote via Graph API - notebooks, sections, pages, search, devic | 0 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf | 6 | 1,838 tok |
| CSOAI-ORG/memory-search-mcp meok.ai Persistent AI memory system with semantic search, care-weighted episodes, temporal chains, | 0 | Cursor | 1 | 73 tok |
| Cipher208/a-memory cipher208.github.io a-memory: 4-tier AI agent memory in plain SQLite — 5 MCP primitives, hybrid FTS5+binary se | 0 | Cursor, Windsurf | 2 | 484 tok |
| redaphid/mcp-memory | 0 | Claude Code, Cursor | 2 | 1,048 tok |
| synergyai-os/product-brain-mcp Product OS MCP server — single source of truth for product knowledge in Cursor | 0 | Cursor | 1 | — |
| whaleen/cntx npmjs.com File context management tool with web UI and MCP server for AI development workflows - bun | 0 | Cursor | 1 | 1,058 tok |
| HJeon139/hjeon139-mcp-outofcontext An MCP Server to stash context for exact long term memory | 0 | Cursor | 1 | 1,200 tok |
| shahrukh-hack/vibe-memory shahrukh-hack.github.io Universal Long-Term Memory & Cross-Agent Handoff Protocol for AI Coding Agents | 0 | Claude Code, Codex, Cursor, OpenCode | 3 | 203 tok |
| pereirrd/mcp-just-seek-knowledge | 0 | Claude Code, Cursor | 3 | — |
| nitineeen/beerman dashboard-six-pink-41.vercel.app It's a memory layer for AI coding agents, it captures your planning conversations, screens | 0 | Claude Code, Codex, Cursor | 10 | 581 tok |
| erpipe-org/erpipe erpipe.com ERPipe — open-core TypeScript MCP for Odoo. Hosted product: https://erpipe.com — MCP: http | 0 | Codex, Cursor, OpenCode | 2 | 210 tok |
| Vince-Yi/-vncy-sentinel-memory-mcp | 0 | Cursor | 1 | 432 tok |
| sandraschi/benny-the-dog-mcp Benny the dog health and care monitor - water bowls, movement, loneliness detection, sausa | 0 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf | 6 | 1,778 tok |
| jacobragsdale/skill-mcp Serve any compatible Agent Skills folder over MCP v2 | 0 | Codex, Cursor | 1 | — |
| masaki-kato-119/markdown-hierarchical-memory A sales-oriented Markdown-based memory MCP server designed for LLM agents (such as Claude | 0 | Claude Code, Cursor | 2 | — |
| liulinnuha/lithium-kb npmjs.com 🧠 Fast, zero-dependency structured knowledge base (.agent-kb/) with 2D neural graph visua | 0 | Claude Code, Cursor | 2 | 294 tok |