1,288 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 agents7,473Claude Code6,589Data and AI3,693Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Testing2,335DevOps and cloud2,298Research2,288Writing and docs2,284
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| dotts-h/twiceshy twiceshy.app Once bitten, twice shy — a shared memory of validated engineering traps, dead-ends and fix | 0 | Claude Code, Codex, OpenCode | 6 | 872 tok |
| AINative-Studio/ainative-opencode-memory-mcp OpenCode memory MCP — persistent cross-session memory for OpenCode & MCP coding agents, po | 0 | Codex, OpenCode | 1 | 617 tok |
| FedgeNo/conventions-mcp Personal memory MCP server for coding conventions and standing instructions — local SQLite | 0 | Claude Code, Codex, OpenCode | 1 | 6,183 tok |
| HarleyCoops/WorkspaceAlberta warreandvavasour.com CanadaBuys connector for small business and enterprise. The world might be going to war bu | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,530 tok |
| PeterPirog/mcp-light-memory Lightweight local-first persistent memory for coding agents and MCP clients. | 0 | Claude Code, Codex, OpenCode | 6 | 248 tok |
| FusionpactTech/fusionpact-vectordb ⚡ The Agent-Native Retrieval Engine — Hybrid Vector + Reasoning + Memory for AI Agents. HN | 0 | Codex, OpenCode | 1 | 2,037 tok |
| imattau/polypack-mcp Persistent adaptive memory MCP server powered by Polypack for Codex, Claude, and other MCP | 0 | Codex, OpenCode | 1 | 409 tok |
| intelli-verse-x/router-mcp Intelliverse Router MCP server — create App IDs, mint API keys, ingest/search KBs, generat | 0 | Codex, OpenCode | 1 | 433 tok |
| j0hanz/memory-mcp | 0 | Codex, OpenCode | 1 | 652 tok |
| legann/repovine Local repository knowledge layer for coding agents: deterministic graph, versioned memory, | 0 | Claude Code, Codex, OpenCode | 17 | 1,381 tok |
| mifactory-bot/mifactory-contratos | 0 | Codex, OpenCode | 1 | 1,838 tok |
| TheMrGU/Ai-Agent-Context-Passoff Pass the baton between AI coding agents — without losing the thread. Local-first MCP-based | 0 | Claude Code, Codex, OpenCode | 2 | 496 tok |
| NeerajG03/vector-memory A vector search based simple memory | 0 | Codex, OpenCode | 1 | 3,436 tok |
| wefio/NodeMemoryGraph Local memory add-on for agents | 0 | Codex, OpenCode | 1 | 672 tok |
| boomsystel-code/openclaw-workspace OpenClaw workspace with 800 skills and AI knowledge base | 0 | Codex, OpenCode | 1 | 1,838 tok |
| okash1n/kb A shared context platform for multiple projects and multiple AIs. Runs as a local MCP serv | 0 | Claude Code, Codex, OpenCode | 2 | 2,173 tok |
| TadMSTR/memsearch-mcp FastMCP server wrapping the memsearch semantic memory search library | 0 | Codex, OpenCode | 1 | 561 tok |
| niawjunior/opencontext Give Claude Code structured context about your codebase. Manage modules, track staleness v | 0 | Claude Code, Codex, OpenCode | 2 | 352 tok |
| alphaelements/handoff-mcp MCP server that gives AI coding agents persistent memory across sessions | 0 | Claude Code, Codex, OpenCode | 1 | 820 tok |
| archfill/tsumugi MCP-based memory layer for AI agents — observation, hybrid search, dreaming/synthesis | 0 | Claude Code, Codex, OpenCode | 5 | 1,936 tok |
| Eunseo27/kpop-wiki K-POP knowledge base with LLM Wiki + MCP server | 0 | Codex, OpenCode | 1 | 879 tok |
| grburgess/mindgap Local org-roam-style knowledge graph (SQLite, stdlib Python) with a 2D/3D web UI, MCP serv | 0 | Claude Code, Codex, OpenCode | 2 | 1,530 tok |
| tomatitito/code-walkthrough-mcp | 0 | Codex, OpenCode | 1 | 2,524 tok |
| kassol/memory-mcp | 0 | Codex, OpenCode | 1 | 2,162 tok |
| marianstefi20/decision-os-mcp MCP server for Decision OS — LLM-native decision tracking and learning system that capture | 0 | Claude Code, Codex, OpenCode | 2 | 1,144 tok |
| duhman/volterra-knowledge-engine Enterprise Document Ingestion with AI Embeddings — Multi-source ingestion pipeline with pg | 0 | Codex, OpenCode | 1 | 659 tok |
| MasterWushi/librarian-mcp Local MCP server for a git-backed Obsidian knowledge vault | 0 | Claude Code, Codex, OpenCode | 2 | 923 tok |
| jaggernaut007/nexus-mcp Unified MCP server: hybrid search + code graph + semantic memory. 15 tools, <350MB RAM, fu | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,644 tok |
| obaratch/local-context-mcp An MCP experiment for local context assistance | 0 | Codex, GitHub Copilot, OpenCode | 2 | 851 tok |
| MeteorGeminy/docs-vector-mcp docs-vector-mcp | 0 | Codex, OpenCode | 1 | 2,608 tok |
| ProcIQ/MemLayer-Plugin Claude code plugin for MemLayer | 0 | Codex, OpenCode | 1 | 193 tok |
| juice094/devbase The open-source World Model Compiler for developer workspaces. One engine for code context | 0 | Claude Code, Codex, OpenCode | 2 | 7,464 tok |
| GhadiSaab/ctx-memory Universal memory layer for AI coding agents, persist context across sessions and switch se | 0 | Claude Code, Codex, OpenCode | 2 | 3,948 tok |
| manazoid4/agent-nudge agent-nudge-bay.vercel.app Local-first pre-action context assurance for AI coding agents: detect stale context and co | 0 | Claude Code, Codex, OpenCode | 2 | 227 tok |
| jagonzalr/knocoph npmjs.com Knocoph (nok-of) is a local MCP server that parses TypeScript and JavaScript codebases int | 0 | Codex, GitHub Copilot, OpenCode | 2 | 2,026 tok |
| alejandro-cedeno-10/contextforge-cli | 0 | Claude Code, Codex, OpenCode | 9 | 586 tok |
| owrede/vault-memory Local-first semantic memory MCP server for Obsidian vaults | 0 | Claude Code, Codex, OpenCode | 2 | 5,944 tok |
| nikzdevz/OBSMCP OBS MCP / Obsidian MCP for project continuity, multi-session AI workflows, semantic code c | 0 | Claude Code, Codex, OpenCode | 3 | 705 tok |
| Veedubin/Super-Memory-TS TypeScript implementation of Super-Memory MCP server with local embeddings and vector sear | 0 | Codex, OpenCode | 1 | 1,852 tok |
| iMayuuR/contexthub | 0 | Claude Code, Codex, OpenCode | 2 | 3,988 tok |
| Substrate-memory/codex-substrate-memory Substrate organizational memory for OpenAI Codex: MCP tools plus notify-hook capture. | 0 | Codex, OpenCode | 1 | 83 tok |
| teamolimpo/synapsis Unified durable team memory MCP + multi-provider LLM client. Sessions, tasks, handoffs, un | 0 | Claude Code, Codex, OpenCode | 3 | 1,510 tok |
| jakub-plichcinski/kairos-mcp | 0 | Claude Code, Codex, OpenCode | 3 | 1,127 tok |
| hinoyayoi/japanese-learning-mcp Local-first MCP server for personal Japanese learning memory, mistakes, relations, and spa | 0 | Codex, OpenCode | 1 | 401 tok |
| sanchez314c/agent-nero Persistent Agent Pool MCP Server for Claude Code — Your Context Is Always Near. | 0 | Claude Code, Codex, OpenCode | 2 | 1,919 tok |
| zhangtian-123/codex-memory Local Markdown-backed memory tools for Codex and MCP-capable agents. | 0 | Codex, OpenCode | 1 | 269 tok |
| xmszm/memory Personal MCP memory server | 0 | Codex, OpenCode | 1 | 1,963 tok |
| SteinX/mem0-oss-mcp | 0 | Codex, OpenCode | 1 | 198 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 |
| lionellau/leptin Personal, local-first memory infrastructure for your coding agent. No account, no subscrip | 0 | Codex, OpenCode | 1 | 713 tok |