2,373 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 |
|---|---|---|---|---|
| turfptax/cortex-mcp Cortex - Wearable AI memory system. MCP server and CLI for Cortex Link (ESP32) and Cortex | 0 | Claude Code | 1 | — |
| heyhayes/annal Semantic memory server for AI agent teams. MCP server, ChromaDB or Qdrant, local ONNX embe | 0 | Claude Code | 1 | 480 tok |
| MarcosNahuel/stackos-mcp MCP Server que expone knowledge base, metodología SDD-STACKOS y modo tutor pedagógico — 16 | 0 | Claude Code | 1 | 559 tok |
| frankxai/starlight-evals starlightintelligence.org Whole-system evaluation harness for SIS: models, memory, retrieval, datasets, named weakne | 0 | Codex, OpenCode | 1 | 1,072 tok |
| HiddenDeveloper/mcp-gateway MCP remote server for shared memory across AI clients. | 0 | Claude Code | 1 | 743 tok |
| arthurglv/meet-memory Turn your Google Calendar history into a searchable people CRM. A local-first MCP server. | 0 | Claude Code | 1 | 4,458 tok |
| JeffTiger96/mcp4acumatica | 0 | Claude Code | 1 | 15,857 tok |
| SuperPiTT/self-improving-memory-mcp Sistema de memoria auto-evolutivo para proyectos de código con Claude. Captura automáticam | 0 | Claude Code | 14 | — |
| wbind-core/termpipe-mcp Intelligent system automation for AI assistants. Production-ready MCP server providing ter | 0 | GitHub Copilot, Kiro | 9 | 9,532 tok |
| Xsaven/vector-memory-mcp | 0 | Claude Code, Codex, OpenCode | 32 | 8,290 tok |
| developerlabsai/debug-mcp-server MCP server bridging web browsers and Claude Code for seamless debugging workflows | 0 | Claude Code | 13 | 1,975 tok |
| ivkond/memoria The missing self-hosted memory backend for MCP clients. | 0 | Claude Code, Codex, OpenCode | 1 | 1,400 tok |
| qbit-glitch/ccr CCR — Continuous Context Retention: MCP server for persistent memory, self-evolving playbo | 0 | Claude Code, Codex, OpenCode | 2 | 3,318 tok |
| justfortytwo/memory forty-two.it Semantic-memory MCP server for Claude Code (SQLite + sqlite-vec + Ollama embeddings). | 0 | Claude Code, Codex, OpenCode | 2 | 2,790 tok |
| Oshadha345/contxt-box Local-first MCP-compatible context box for coding agents. Index folders, preserve project | 0 | Claude Code, Codex, OpenCode | 2 | 843 tok |
| aris4u-dev/aris4u ARIS4U — governance layer for Claude Code: cross-session per-client memory, code verificat | 0 | Claude Code | 1 | 1,860 tok |
| chetto1983/turing_AgentMemory_MCP | 0 | Claude Code, Codex, OpenCode | 2 | 4,228 tok |
| Aptica-Solutions/a-mcp-runmeter Archived 2026-09-25. Canonical code: Aptica-Solutions/a-mcp-servers, servers/runmeter. | 0 | Claude Code, Codex, OpenCode | 4 | 4,705 tok |
| chiomao23/MCP-Detection-Knowledge-Bases An MCP server wrapping Hayabusa for Windows EVTX log scanning, extended with a detection e | 0 | Claude Code | 2 | 4,774 tok |
| jthiruveedula/agent-memory-mcp jthiruveedula.github.io Self-improving agent memory MCP server with knowledge graph, preference learning, tool rec | 0 | Claude Code, GitHub Copilot | 3 | 1,400 tok |
| MickaelV0/demo-mcp Public shared memory (OKF markdown + links) — web + MCP, no auth | 0 | Claude Code | 1 | 1,145 tok |
| hiiamtrong/cc-compact | 0 | Claude Code | 3 | — |
| blackmo18/realm | 0 | Claude Code, Cursor | 7 | — |