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Memory & context

2,410 rows, by stacks then stars

807 of these skill files have been read, by 754 distinct authors, and what they tell an agent counted. What Memory & context authors agree on, and what they forbid

  • Team memory capture

    meharajM/context-machine/packages/team-project-memory-skill/skills/team-memory-capture Skill

    0★ repo

    Token-efficient shared project memory skills for developers and AI coding agents.

  • Setup graphify

    PabloViniegra/setup-graphify/skills/setup-graphify Skill

    no license0★ repo

    Agent skill to integrate Graphify knowledge graph into any project

  • Context cost tree

    HorizonBrute/Horizon_AI_OS/horizon_system/skills_bin/context-cost-tree Skill

    no license0★ repo

  • Agent system designer

    satishTheLegend/agent-system-designer Skill

    0★

    Turn a capability spec into a correct agent/tool architecture: decide skill vs subagent vs MCP vs workflow, design tool contracts, context strategy, safety, and a test harness.

  • Oh my goals

    MesTTo/oh-my-goals/skills/oh-my-goals Skill

    0★ repo

    A native MeTTa decision gate that ranks agent actions against explicit goals, policy norms, and graded evidence.

  • Bootstrap issues

    chieaid24/skills/skills/bootstrap-issues Skill

    0★ repo

    My personal skills for agentic GitHub development workflows

  • System upgrade

    kazani-351/system-upgrade Skill

    0★

    Agent skill: run system-upgrade meta-prompts on your own setup. Adapted from Daniel Miessler's Fable prompts.

  • Orchestra memory

    luigipascal/skill-forge/.cursor/skills/orchestra-memory Skill

    no license0★ repo

    CLI to validate, scaffold, and install Agent Skills for Cursor and agentskills.io-compatible agents

  • Codebase map

    peterphoenix/deep-reasoning/skills/codebase-map Skill

    0★ repo

    Agent skills that make smaller coding-agent models reason like a frontier model: interrogate, decompose, compete candidates, adversarial self-review, verify, insight pass. Plus persistent codebase memory.

  • Agent retrospective

    marcozhou26/agent-retrospective/agent-retrospective Skill

    0★ repo

    Codex skill for reviewing agent failures, avoiding rule bloat, and choosing the smallest verified improvement.

  • Sync claude context

    TobiasWestholm/sync-claude-context Skill

    0★

    A Claude Code skill to audit and sync project context (CLAUDE.md, skills, project memory, and settings). Keeps your AI assistant fully aligned with the codebase at the start of new sessions or after major changes.

  • Clean slate

    silkyland/clean-slate Skill

    0★

    Agent skill: safe re-initialization of project agent knowledge — salvage-verify old docs, backup-gated deletion, fresh codebase read, direction interview, rebuild cited AGENTS.md/ARCHITECTURE.md/ROADMAP.md

  • Skill graph

    galaxyuliana/skill-graph/skills/skill-graph Skill

    0★ repo

    See what your AI agent actually knows — an interactive map of your plugins, skills, hooks, and MCP servers, what references what, and what fires on a prompt. Zero dependencies.

  • Claude md

    frankxai/skills/skills/context/claude-md Skill

    0★ repo

    AI agent skills for Claude Code, Cursor, and Codex — built for AI architects. Install: npx skills add frankxai/skills

  • Memory ledger

    runsagents/memory-ledger Skill

    0★

    Stores scoped agent memory with data provenance, expiry, and explicit authorization metadata.

  • Project memory forget

    1101AlexZab1011/project-memory-mcp/project_memory_mcp/skills/project-memory-forget Skill

    0★ repo

    Git-native persistent memory for AI coding agents via MCP. Store structured project knowledge as reviewable JSON files instead of a database.

  • Prompt optimizer

    WimCos/prompt-optimizer/plugins/prompt-optimizer/skills/prompt-optimizer Skill

    0★ repo

    A skill for Anthropic's ecosystem that refines underspecified prompts into structured, surface-correct, ready-to-use instructions for the Claude ecosystem.

  • Kb cli

    JakePaterson/growth-garage-toolkit/skills/kb-cli Skill

    0★ repo

    Open-source agent skills & tools from Growth Garage. First up: kb — a knowledge base for AI agents that maintains itself.

  • Knowledge base awareness

    kpince/pi-knowledge-cognition/skills/knowledge-base-awareness Skill

    0★ repo

    Pi skills for recognizing knowledge-base opportunities and deciding what belongs

  • Agents md init

    K95M65/AI_ONBOARD/skills/agents-md-init Skill

    0★ repo

    Portable agent workflow framework for Codex, Claude Code, and OpenCode—shared project context, focused skills, independent review, and safe updates.

  • Auto optimize codex agents md

    ChanTinPing/auto-optimize-codex-agents-md Skill

    0★

    Mine Codex session feedback into reviewable, scoped AGENTS.md improvements.

  • Markdown idempotent section merge

    h8nc4y/markdown-idempotent-section-merge Skill

    0★

    Agent skill for Claude Code and Codex: idempotently replace-or-append a Markdown section without corrupting code fences - fence-aware heading scans, fixed-marker boundaries, and an apply-twice-diff-zero verification recipe, with a tested reference implementation.

  • Audit agent harness

    cristianmoroaica/bountyverdict/skills/audit-agent-harness Skill

    0★ repo

    Seven x402 decision APIs and installable agent skills for GitHub bounties, CI, skill security, and MCP drift

  • Doc steward

    stone16/stometa-skills/skills/doc-steward Skill

    0★ repo

    Curated public Agent Skills with promotion evidence, portability checks, and repository-scoped integration guidance

  • Caveman compress

    arkaigrowth/agent-skills/caveman-compress Skill

    0★ repo

    Nine production Claude Code skills and one command pack: repo security scanning, LLM-output validators, agent-fleet guardrails, credential hygiene. Deterministic cores, agentic edges.

  • Agent memory architecture

    wu1chenghui/hermes-math-template/skills/agent-memory-architecture Skill

    no license0★ repo

  • Harness engineering

    LiuHHHYuuu/agent-skills/skills/harness-engineering Skill

    0★ repo

    Human-led judgment and agent-executed harness engineering skills

  • Youtube transcript

    flamefalcon7/youtube-transcript Skill

    0★

    Local YouTube transcription skill for AI agents — Whisper-always, self-improving vocabulary memory. No captions, no cloud.

  • Harness agents md

    RayJason/rayjason-skills/harness-agents-md Skill

    0★ repo

    Open-source Agent Skills for safe, evidence-based software delivery

  • Lc rules

    cloudh0/lc-rules/skills/lc-rules Skill

    0★ repo

    Safe workspace rules initializer for Codex

  • Codex project organizer

    GleckusZeroFive/codex-project-organizer Skill

    0★

    Codex workspace organizer: AGENTS.md, skills, hooks, custom subagents / Организация окружения Codex.

  • Relationship memory

    clawmama-run/guanxi-crm/skills/relationship-memory Skill

    no license0★ repo

    Local-first relationship memory vault with a headless crm CLI and installable agent skill

  • Second brain kit

    xytek12/second-brain-kit Skill

    0★

    Self-tailoring skill that builds a personal AI knowledge vault for Claude Code or Codex — INDEX/MAP routing engine, git sync, cross-agent skill-linking. With or without Obsidian. No secrets, no personal data.

  • Memory lancedb pro skill

    Ekaterinaacid284/memory-lancedb-pro-skill Skill

    no license0★

    Provide Claude Code with expert guidance to install, configure, and optimize memory-lancedb-pro for long-term AI memory management and retrieval.

  • Stompy – AI Memory for Claude & MCP Agents

    banton/stompy-mcp-server/ai.stompy/stompy MCP server

    no license0★ repo

    Persistent AI memory with semantic search, conflict detection, and ticketing.

  • SPM - Structured Project Memory

    getspm/spm-agent-connectors/com.getspm/spm MCP server

    0★ repo

    Durable, shareable and governed project memory with smart triage and explicit project composition.

  • GrantAi Memory

    solonai-com/grantai/com.solonai/grantai MCP server

    no license0★ repo

    Persistent memory for AI agents. Infinite context with sub-millisecond recall.

  • Tempreon — Personal AI Memory

    Tempreon/tempreon-mcp/com.tempreon/tempreon MCP server

    no license0★ repo

    Person-owned, portable AI memory as a remote MCP server, readable and writable by any MCP client.

  • Memory search mcp

    CSOAI-ORG/memory-search-mcp/io.github.CSOAI-ORG/memory-search-mcp MCP server

    0★ repo

    memory-search-mcp MCP server by MEOK AI Labs

  • Context autopilot

    ChiragBachani/context-autopilot/io.github.ChiragBachani/context-autopilot MCP server

    no license0★ repo

    Mines your Claude Code and Cursor sessions into evidence-based CLAUDE.md / AGENTS.md rules.

  • Ariel memory

    Cipher208/mcp-ariel-memory/io.github.Cipher208/ariel-memory MCP server

    0★ repo

    Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth

  • Collective memory

    Hustada/collective-memory/io.github.Hustada/collective-memory MCP server

    0★ repo

    MCP server for persistent, semantic memory across AI sessions

  • Nexus memory mcp

    KairosMobius/nexus-memory-mcp/io.github.KairosMobius/nexus-memory-mcp MCP server

    0★ repo

    Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

  • Memory nexus mcp

    KairosMobius/memory-nexus-mcp/io.github.KairosMobius/memory-nexus-mcp MCP server

    0★ repo

    Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

  • Acta — Verifiable Agent Memory

    Kylewilson04/acta-mcp/io.github.Kylewilson04/acta-mcp MCP server

    no license0★ repo

    Verifiable agent memory with signed ledger receipts — verify every write offline.

  • Agent memory

    MastadoonPrime/agent-memory/io.github.MastadoonPrime/agent-memory MCP server

    no license0★ repo

    Persistent, agent-owned memory with encrypted storage and shared knowledge commons.

  • N3MemoryCore Lite (Working Memory)

    NeuralNexusNote/n3mcmcp-lite/io.github.NeuralNexusNote/n3mc-workingmemory MCP server

    0★ repo

    Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.

  • Kit memory demo

    PeterAtPondo/kit-demo-mcp/io.github.PeterAtPondo/kit-memory-demo MCP server

    0★ repo

    Identity substrate for agents: not an agent, not a memory API. It dreams. Context outlives windows.

  • MCP Memory Graph

    RetroRobAI/mcp-memory-graph/io.github.RetroRobAI/mcp-memory-graph MCP server

    no license0★ repo

    Authority-weighted memory graph for AI agents with conflict detection and semantic search.

  • Mirror Memory MCP Server

    mirrormemory-ai/mcp-server/io.github.Tr1ckyMag1ca1/mcp-server MCP server

    no license0★ repo

    Personal knowledge base MCP server with semantic search, auto-categorization, metadata extraction

  • Bluecolumn memory

    bluecolumnconsulting-lgtm/bluecolumn-mcp/io.github.bluecolumnconsulting-lgtm/bluecolumn-memory MCP server

    no license0★ repo

    Persistent semantic memory API for AI agents via BlueColumn.

  • Mcp external memory

    daedalus/mcp-external-memory/io.github.daedalus/mcp-external-memory MCP server

    0★ repo

    An MCP server that gives LLMs persistent, searchable semantic memory

  • Delx memory

    davidmosiah/delx-memory/io.github.davidmosiah/delx-memory MCP server

    0★ repo

    Local-first persistent memory MCP: shared SQLite key/value store, searchable, TTL-aware, secret-safe

  • Giskard Memory

    giskard09/giskard-memory/io.github.giskard09/memory MCP server

    0★ repo

    Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Lightning.

  • Memory MCP Server

    j0hanz/memory-mcp/io.github.j0hanz/memory-mcp MCP server

    no license0★ repo

    SQLite-backed MCP server for persistent memory, full-text retrieval, and graph traversal.

  • Heartwood Memory

    jermayne36/heartwood-memory/io.github.jermayne36/heartwood-memory MCP server

    no license0★ repo

    Governed agent recall with signed provenance and policy gates. BUSL-1.1; not OSI open source.

  • Enterprise Internal Knowledge Base: Production-Ready RAG + MCP

    kimsb2429/internal-knowledge-base/io.github.kimsb2429/internal-knowledge-base MCP server

    0★ repo

    Production-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, structure-aware chunking.

  • Agent memory mcp

    kira-autonoma/agent-memory-mcp/io.github.kira-autonoma/agent-memory-mcp MCP server

    0★ repo

    Agent memory MCP server with provenance tracking, decay-weighted recall, and feedback loops.

  • Memory fts

    kurovu146/claude-memory-mcp/io.github.kurovu146/memory-fts MCP server

    0★ repo

    Long-term memory for Claude Code with SQLite FTS5 search and BM25 ranking

  • Agent memory

    lazymac2x/agent-memory-api/io.github.lazymac2x/agent-memory MCP server

    no license0★ repo

    Cloudflare Workers MCP server: agent-memory

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