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 |
|---|---|---|---|---|
| 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 |
| Rajwantmishra/agent-logbook Local SQLite long-term memory for AI assistants, served over MCP | 0 | Claude Code | 1 | 464 tok |
| sc28249782/GPTkms Local-first KMS for Codex and ChatGPT Work using markdown, MCP, and workflow skills. | 0 | Codex | 3 | — |
| nimocat/fishbowl Fishbowl: local-first engineering memory for failures, decisions, evidence, and verificati | 0 | Codex, OpenCode | 1 | 310 tok |
| EliaCinti/wadachi Persistent memory + semantic search MCP server for Claude Code & Desktop | 0 | Claude Code | 1 | 346 tok |
| 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 |
| flyset/MyMCP Local-first MCP host for narrowly scoped integrations, with bundled Mnemosyne memory. | 0 | Claude Code, Codex, OpenCode | 2 | 1,855 tok |
| bbarrosdavi/mechabrain Drop-in agentic memory for Markdown vaults (CoALA-based). Hybrid retrieval, write gate, MC | 0 | Claude Code | 1 | 1,314 tok |
| bintangtimurlangit/threads-mcp npmjs.com MCP server for Meta's Threads via a logged-in browser session — read, post, reply, like, r | 0 | Claude Code | 4 | 172 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 |
| Vince-Yi/-vncy-sentinel-memory-mcp | 0 | Cursor | 1 | 432 tok |
| thegridwork/wiki Compliance knowledge base MCP server — GDPR, EU AI Act, CCPA, licensing, accessibility. 33 | 0 | Claude Code | 1 | 1,470 tok |
| EdonZo/brain Brain — outcome-grounded memory for AI agents (Claude Code via MCP) | 0 | Claude Code | 1 | 2,897 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 | 1 | — |
| 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 |
| cmxms/alpha-library Centralized trading knowledge base: book summaries, document chunks and structured strateg | 0 | Claude Code | 1 | 4,241 tok |
| amangit1314/repo-rag A chat agent over my own GitHub profile — ask it "has Aman used Kotlin?" or "is CareerSpir | 0 | Claude Code | 12 | 1,629 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 |
| khalildh/coord-mem Memory-palace graph for AI agent memory: append-only nodes, context-set provenance, lattic | 0 | Claude Code | 3 | 1,310 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 |
| vugarfamiloglu/graph-x Local knowledge graph for any project: zero-dependency indexer + 7-tool MCP server for Cla | 0 | Claude Code | 1 | 887 tok |
| nhannguyenalien/mcpagentmem | 0 | Claude Code, Codex, OpenCode | 2 | 229 tok |
| jacobragsdale/skill-mcp Serve any compatible Agent Skills folder over MCP v2 | 0 | Codex, Cursor | 1 | — |
| fernandodeperto/hyperreader HTML Reader written in Go with MCP support | 0 | Claude Code, Codex | 3 | — |
| to-real/cognition-workbench Local-first guided cognition, durable knowledge, and contextual recall for Codex. | 0 | Codex, OpenCode | 1 | 692 tok |
| pythoninthegrass/mcp-retroarch MCP server for RetroArch — memory r/w, save state, screenshot, pause/frameadvance/reset vi | 0 | Claude Code | 2 | — |
| 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 |
| 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 | — |
| 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 | 12,526 tok |
| SamuelBagattin/concerts-paris-mcp A free, public remote MCP server for searching concerts at the Philharmonie de Paris and t | 0 | Claude Code | 4 | 541 tok |
| Dans-Plugins/dpc-mcp-server An MCP server for the DPC Zettelkasten — query the knowledge graph and read the commit-pin | 0 | GitHub Copilot | 1 | 577 tok |
| lucianum7/repo-brain Persistent repository memory for coding agents - Codex, Claude Code and MCP. | 0 | Claude Code, Codex, OpenCode | 2 | 183 tok |
| omarbshah/workbeast A connector-fed commitment ledger with an MCP tap. Mail, calendar and transcripts become a | 0 | Claude Code | 1 | — |
| 3lehr/brainlehr Deterministic, offline-capable knowledge store for any MCP client (Claude, Codex, Hermes, | 0 | Claude Code, GitHub Copilot | 8 | 1,697 tok |
| ynfra/ybrain 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 |
| Cynthiaflora/mcp | 0 | Claude Code | 2 | — |
| 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 |