1,762 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 |
|---|---|---|---|---|
| Vince-Yi/-vncy-persona @vncy/persona-mcp — MCP server that maintains a shared persona world-state across agents a | 0 | Claude Code | 1 | 106 tok |
| 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 |
| ranjanjyoti152/LLM-MCP A unified, persistent memory layer for all your AI coding assistants. Save conversations, | 0 | Claude Code | 2 | 1,946 tok |
| slamb2k/glam-mcp Slambed MCP Server - Comprehensive Git Flow Automation with MCP and CLI Support | 0 | Claude Code | 5 | 3,254 tok |
| xz0831/openclaw-brain Engineering knowledge-graph + memory served over MCP — ingests semiconductor PDFs into a t | 0 | Claude Code | 1 | 6,067 tok |
| GetSomeKelso/OhSINT Unified OSINT reconnaissance orchestrator — 28 tools behind a single CLI + MCP server (Kal | 0 | Claude Code | 6 | 3,096 tok |
| seed-drill/cordelia-proxy Cordelia MCP proxy (TypeScript) - proxy, dashboard, hooks, Claude integration | 0 | Claude Code | 2 | 2,265 tok |
| nnaveenraju/smara-mcp Smara: Sovereign Universal Memory MCP | 0 | Claude Code | 1 | 2,281 tok |
| dustinspace217/mcp-memory-server Knowledge-graph-based persistent memory MCP server. Forked from @modelcontextprotocol/serv | 0 | Claude Code | 1 | 19,841 tok |
| shooebill/unified-mcp A wrapper MCP server that bundles OpenMemory and Cipher | 0 | Claude Code, Codex, OpenCode | 5 | 459 tok |
| sj7trunks/reminder-mcp MCP server for reminders, memory, task tracking, and activity history for Poke AI | 0 | Claude Code | 1 | 4,381 tok |
| Edition-X/arcane Unified engineering intelligence — agent memory, decision journeys, and knowledge capture | 0 | Claude Code, Codex, OpenCode | 2 | 3,336 tok |
| andreehultgren/lore-db A MCP knowledge base with semantic search functionality | 0 | Claude Code | 1 | 1,704 tok |
| simsketch/memoryiq memoryiq.vercel.app One Brain. Every AI. — AI-powered shared memory platform with semantic search, collaborati | 0 | Claude Code | 1 | 19 tok |
| heznpc/PLOIDY Cross-session debate protocol — same model, different context depths, better decisions | 0 | Claude Code | 8 | — |
| odbgrowth/soma-mcp A private, self-hosted reference implementation of the official Model Context Protocol (MC | 0 | Claude Code, Codex, OpenCode | 2 | 445 tok |
| pereirrd/mcp-just-seek-knowledge | 0 | Claude Code, Cursor | 3 | — |
| khalilbenaz/MDAN MDAN — Framework de développement multi-agents IA. 28 agents, 17 wizards, 2,014 composants | 0 | Claude Code | 68 | — |
| Lloydm15/agent-bridge-mcp MCP server enabling communication between multiple Claude Code sessions | 0 | Claude Code | 1 | 612 tok |
| expandingideas-ai/Mnemo-MCP | 0 | Claude Code, Codex, OpenCode | 2 | 6,417 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 |
| zeal-tristian-chevier/containerized-freshbooks-mcp | 0 | Claude Code | 3 | 818 tok |
| e2its/myrmion-graphrag Servidor MCP que expone una base GraphRAG local (LightRAG + Ollama) a Claude Code en VS Co | 0 | Claude Code | 3 | 1,198 tok |
| coldzero94/cold-frame Local-first memory for AI agents — one SQLite file you own, offline, no API key. Claude Co | 0 | Claude Code | 3 | 6,909 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 |
| judas-priest/vecmory MCP server for AI agent contextual memory with graph-based knowledge storage | 0 | Claude Code | 1 | 601 tok |
| vsl8/ansible-mcp-server Lets Build the Great way to work Ansible with AI | 0 | Claude Code, Codex, GitHub Copilot | 3 | 3,425 tok |
| ArkTechNWA/federated-search Federated memory search MCP server — one query, all knowledge | 0 | Claude Code | 1 | 373 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 |
| anthonycho-ux/unified-agent-context Shared local context and memory for multiple AI coding agents via MCP, scoped facts, start | 0 | Claude Code | 1 | 609 tok |
| GuiLopes29/brain-mcp | 0 | Claude Code | 4 | 1,169 tok |
| codehead-pl/ts-code-awareness Static-analysis knowledge base for TS/NestJS codebases, served to AI agents over MCP. | 0 | Claude Code | 2 | — |
| 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 |
| BluePandaNYC/tradingview-mcp-jackson- | 0 | Claude Code | 5 | 1,873 tok |
| SergeySetti/recall_select Long-term memory for any AI agent - store and recall by meaning through one MCP link. Buil | 0 | Claude Code | 1 | 775 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 |
| Diptanil-x-42/knowledge-base-mcp | 0 | Claude Code | 1 | — |
| ncepuee/claw-memory-bridge Cross-agent shared memory bridge for MCP - connects QClaw, Claude Code & Codex memory | 0 | Claude Code | 1 | 291 tok |
| Rajwantmishra/agent-logbook Local SQLite long-term memory for AI assistants, served over MCP | 0 | Claude Code | 1 | 464 tok |
| bbarrosdavi/mechabrain Drop-in agentic memory for Markdown vaults (CoALA-based). Hybrid retrieval, write gate, MC | 0 | Claude Code | 1 | 1,314 tok |
| kezhu-ai/uba UBA - Universal Browser Brain: the open-source MCP-first browser agent for AI agents (Clau | 0 | Claude Code | 1 | 2,887 tok |
| toddgilbert93/Horatio Horatio — a flight recorder for MCP-driven Blender work: capture traffic, distill with NVI | 0 | Claude Code | 1 | 2,212 tok |
| jcyamacho/agent-memory Persistent memory for MCP-powered coding agents. | 0 | Claude Code, Codex, OpenCode | 2 | 1,002 tok |
| thegridwork/wiki Compliance knowledge base MCP server — GDPR, EU AI Act, CCPA, licensing, accessibility. 33 | 0 | Claude Code | 1 | 1,470 tok |
| HelyeFab/memory-man MCP Memory Manager - Persistent memory system for Claude Code across multiple projects | 0 | Claude Code | 1 | 1,032 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 |
| livenetworks/ln-ashlar-mcp | 0 | Claude Code, Codex | 2 | — |
| 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 |