1,325 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Research2,315
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| Studio-Moser/Shelby-MCP The knowledge-graph memory server for AI tools. Mem0-grade intelligence. Engram-grade simp | 0 | Claude Code, Codex, OpenCode | 4 | 773 tok |
| shooebill/unified-mcp A wrapper MCP server that bundles OpenMemory and Cipher | 0 | Claude Code, Codex, OpenCode | 5 | 459 tok |
| Edition-X/arcane Unified engineering intelligence — agent memory, decision journeys, and knowledge capture | 0 | Claude Code, Codex, OpenCode | 2 | 3,336 tok |
| odbgrowth/soma-mcp A private, self-hosted reference implementation of the official Model Context Protocol (MC | 0 | Claude Code, Codex, OpenCode | 2 | 445 tok |
| nonnname/zenmoney-mcp Read-only MCP server for ZenMoney with memory-only caching. | 0 | Codex, OpenCode | 1 | 427 tok |
| expandingideas-ai/Mnemo-MCP | 0 | Claude Code, Codex, OpenCode | 2 | 6,417 tok |
| myx0423/tech-memory-mcp Chinese technical knowledge memory MCP Server for AI agents, giving Claude Code long-term | 0 | Codex, OpenCode | 1 | 2,046 tok |
| ussdeveloper/memory-star Local semantic memory MCP server for AI coding agents (Cursor, VS Code, OpenCode) | 0 | Codex, OpenCode | 1 | 1,623 tok |
| sandovaldavid/kioku kioku.sandovaldavid.com MCP Server for Obsidian. AI agents can read, search and write your vault via the Model Con | 0 | Claude Code, Codex, OpenCode | 6 | 2,111 tok |
| baleen37/private-journal-mcp | 0 | Codex, OpenCode | 1 | 653 tok |
| astragenie/astramem-local Local-first memory daemon for AI coding agents — SQLite + sqlite-vec + FTS5 + Ollama/Azure | 0 | Claude Code, Codex, OpenCode | 9 | 4,240 tok |
| goncalompontes/mind-forge MCP plugin for deep study — ingest, query, and generate study materials from documents | 0 | Codex, OpenCode | 1 | 1,247 tok |
| penta2himajin/noveletary novel + secretary: a constraint-maintained narrative knowledge base and MCP server for fic | 0 | Claude Code, Codex, OpenCode | 2 | 2,380 tok |
| BFLabsAI/clawmem-bf Fork de manutenção da BF Labs do ClawMem — memory layer on-device (MCP + hybrid RAG) para | 0 | Claude Code, Codex, OpenCode | 2 | 4,791 tok |
| tools-for-agents/cortex tools-for-agents.github.io 🧠 A local, Obsidian-compatible second brain for agents: wikilinked markdown vault, knowle | 0 | Codex, OpenCode | 1 | 918 tok |
| r-darwish/daruma MCP memory server | 0 | Codex, OpenCode | 1 | 1,092 tok |
| phense/agentic-rag Provider-neutral PostgreSQL + pgvector memory with Codex compaction continuity | 0 | Claude Code, Codex, OpenCode | 2 | 2,068 tok |
| GonzaloTorreras/ai-dememory Local-first personal multi-LLM memory toolchain and MCP server. | 0 | Claude Code, Codex, OpenCode | 2 | 804 tok |
| gianniskotsas/personal-coach Personal Coach — a self-hostable memory and retrieval service for personal coaching logs, | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| repoprimer/repoprimer Local-first, read-only project context for coding agents via MCP | 0 | Codex, OpenCode | 1 | 237 tok |
| docgotham/memsum memsum.ai Shared memory for the people who matter — the Mem·Sum kernel: remote MCP server, Supabase | 0 | Codex, OpenCode | 1 | 3,186 tok |
| Perseus-Computing-LLC/perseus-vault-codex Persistent, encrypted, local-first memory for OpenAI Codex agents — a 5-tool MCP server wr | 0 | Codex, OpenCode | 1 | 496 tok |
| John-CEO-HQ/qwen-memory-mcp Qwen-powered long-term memory for AI agents over MCP. Track 1 MemoryAgent hackathon submis | 0 | Codex, OpenCode | 1 | 734 tok |
| nimocat/fishbowl Fishbowl: local-first engineering memory for failures, decisions, evidence, and verificati | 0 | Codex, OpenCode | 1 | 310 tok |
| flyset/MyMCP Local-first MCP host for narrowly scoped integrations, with bundled Mnemosyne memory. | 0 | Codex, OpenCode | 1 | 1,666 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 |
| jcyamacho/agent-memory Persistent memory for MCP-powered coding agents. | 0 | Claude Code, Codex, OpenCode | 2 | 1,002 tok |
| ArkaAiAdmin/Agentic-Memory Local-first semantic memory system for AI agents with MCP, FTS5, KG, temporal reasoning, a | 0 | Claude Code, Codex, OpenCode | 9 | 5,809 tok |
| johnawadlow/snackbar snackbar-six.vercel.app A personal note store with an MCP front door — capture ideas from whichever assistant you' | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| amangit1314/repo-rag A chat agent over my own GitHub profile — ask it "has Aman used Kotlin?" or "is CareerSpir | 0 | Claude Code, Codex, OpenCode | 13 | 4,244 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 |
| Mushkrot/Recallant Self-hosted governed project memory for coding agents. | 0 | Codex, OpenCode | 1 | 1,373 tok |
| avinash-1707/Strata Local-first memory layer for AI agents. Compresses context with a local LLM, indexes it wi | 0 | Codex, OpenCode | 1 | 1,208 tok |
| Adityaladi/AI-Bain Persistent memory MCP server for AI coding agents. Qdrant + NetworkX + MCP, with decay-bas | 0 | Codex, OpenCode | 1 | 3,393 tok |
| nhannguyenalien/mcpagentmem | 0 | Claude Code, Codex, OpenCode | 2 | 229 tok |
| to-real/cognition-workbench Local-first guided cognition, durable knowledge, and contextual recall for Codex. | 0 | Codex, OpenCode | 1 | 692 tok |
| zwinglio/context-mcp A Laravel self-hosted AI memory service for sharing durable project context between Claude | 0 | Claude Code, Codex, OpenCode | 9 | 4,412 tok |
| SleepSweet/sleepsweet Memory hygiene and audit layer for AI agents. Agents have a brain — we give it sleep. | 0 | Codex, OpenCode | 1 | 134 tok |
| cynthiajones34/GBrain thebuildersopsstudio.com Cost-optimized gbrain fork for single-operator boutique consultancy. ~$1-5/mo target. | 0 | Claude Code, Codex, OpenCode | 2 | 14,533 tok |
| fuyucn/amem Amem — self-hosted agent memory & knowledge graph. Local-first SQLite memory for Codex / C | 0 | Codex, OpenCode | 1 | 458 tok |
| dowlings/librechat-mnemonic Automatic, project-scoped memory for LibreChat, backed by a local mnemonic MCP server. | 0 | Codex, OpenCode | 1 | 430 tok |
| mikuare/Code-Ledger Local-first project memory and change intelligence for AI coding agents. Incremental symbo | 0 | Claude Code, Codex, OpenCode | 5 | 13,092 tok |
| lucianum7/repo-brain Persistent repository memory for coding agents - Codex, Claude Code and MCP. | 0 | Claude Code, Codex, OpenCode | 2 | 183 tok |
| ynfra/ybrain Ynfra: company knowledge MCP server (prompts, ownership, docs, memory) | 0 | Claude Code, Codex, OpenCode | 2 | 1,014 tok |
| formonkey/knowledge-memory-mcp | 0 | Codex, OpenCode | 1 | 1,240 tok |
| Radics/context-forge Portable, evidence-backed shared context and structured handoffs for AI agents | 0 | Codex, OpenCode | 1 | 311 tok |
| creative-nam/media-gen-mcp An MCP server that allows you to connect your AI Agent to free image and video generation | 0 | Claude Code, Codex, OpenCode | 5 | 2,182 tok |
| triplesixmir/reporecall Local-first, model-agnostic memory for coding agents. Markdown source of truth, disposable | 0 | Codex, OpenCode | 1 | 92 tok |
| Bhavanachowdary18/Session-Memory MCP server that stores AI session context locally, enabling cross-IDE continuity for AI-as | 0 | Claude Code, Codex, OpenCode | 2 | 1,202 tok |
| IsoCodeCrafter/PCP Standardize Context, Not Intelligence. An open protocol and MCP server for preserving proj | 0 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 5 | 3,290 tok |