2,361 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| 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 |
| 108yen/memo-mcp This is an MCP server that enables agents to record, search, and read memos. | 0 | Gemini CLI | 1 | 264 tok |
| Leon4s4/knowledge-base-mcp | 0 | Claude Code | 1 | 559 tok |
| BoosClues/mcp-creator | 0 | Claude Code | 1 | 1,301 tok |
| jessefreitas/mcp_memory | 0 | GitHub Copilot | 1 | 569 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 |
| CentralInfraCore/cic-mcp-shared Cross-session memory, weighting and factory/PR/artifact linkage layer for CIC agent contex | 0 | Claude Code | 1 | 2,534 tok |
| WhenMoon-afk/snapshot-mcp-server npmjs.com Save and resume MCP conversations with token-efficient local snapshots. | 0 | Claude Code | 1 | 1,548 tok |
| yeneryigitcelik-debug/dolores Self-hosted, Postgres-backed memory for AI agents — free local embeddings, hybrid (vector | 0 | Claude Code | 1 | 1,026 tok |
| synergyai-os/product-brain-mcp Product OS MCP server — single source of truth for product knowledge in Cursor | 0 | Cursor | 1 | — |
| Wakanlolz/PyMemoryDecayMCP | 0 | Claude Code | 1 | — |
| mbpfws/sentient-brain-smithery | 0 | GitHub Copilot | 1 | 47 tok |
| flrngel/fuzzy-memory-mcp enhanced memory mcp from official code (fuzzy search, etc) | 0 | Claude Code | 1 | 423 tok |
| 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 |
| tomatitito/code-walkthrough-mcp | 0 | Codex, OpenCode | 1 | 2,524 tok |
| TheOutcastVirus/obsidian-knowledge-mcp | 0 | Claude Code | 1 | 160 tok |
| kassol/memory-mcp | 0 | Codex, OpenCode | 1 | 2,162 tok |
| roman-vm/ask-me-mcp | 0 | Claude Code | 4 | 2,475 tok |
| gcorroto/dba-mcp dba-mcp | 0 | GitHub Copilot | 1 | 2,751 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 |
| markschaake/brain-mcp MCP server for persistent semantic memory via PostgreSQL + pgvector | 0 | Claude Code | 1 | 2,095 tok |
| gregpriday/memory-mcp | 0 | Claude Code | 5 | 452 tok |
| arclightdynamics/lumencore LumenCore: A developer tool providing a memory and context engine via MCP Protocol for AI | 0 | Claude Code | 1 | 230 tok |
| wty0512/memory-mcp-server | 0 | Claude Code | 1 | 1,011 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 |
| Silcfcr/kindle-mcp MCP server that turns Kindle highlights into personalized book memory summaries saved to N | 0 | Claude Code | 1 | 1,645 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 |
| tungpun/lake-of-vectors Local semantic search over your personal knowledge bases. Index Obsidian notes, SQLite dat | 0 | Claude Code | 1 | 242 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 |
| tamojit-123/project-context-map-mcp npmjs.com Turn a repository into structured project memory for MCP clients like Claude Code, so they | 0 | Claude Code | 1 | — |
| diloper/codebase-memory-mcp referenc from https://github.com/DeusData/codebase-memory-mcp | 0 | GitHub Copilot | 1 | 723 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 |
| HJeon139/hjeon139-mcp-outofcontext An MCP Server to stash context for exact long term memory | 0 | Cursor | 1 | 1,200 tok |
| zcc-cddg-mx/mcp-server-claude MCP Server for CLaude CLI | 0 | Claude Code | 1 | 810 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 |
| sughosh-pocketfm/kbask An mcp server that combines both best of both graphify and understand-anything for effecti | 0 | Claude Code, Codex | 1 | 3,623 tok |
| jakub-plichcinski/kairos-mcp | 0 | Claude Code, Codex, OpenCode | 3 | 1,127 tok |