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Memory and context
Giving an agent something to remember: stored context, retrieval, and knowledge it carries between sessions.
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- horizonlayerbykyle-mirich
Durable PostgreSQL knowledge and agent-friendly issue tracking for coding agents.
- agents-ai-mlbyskillshop-ostyles
AI/ML pipeline skills: prompts, LLM costs, RAG, embeddings, guardrails.
- project-floodbyslight76
A governed Copilot squad that can create bounded research and worktree swarms.
- adam-localbyadam-s-daniel
Adam's machine-bound skills that need local resources (WSL/Windows homes, local files, a signed-in browser): PDF tooling, Claude Code…
- aws-agentsbyaws
Build, deploy, and operate AI agents on AWS. Skills for scaffolding agents with Amazon Bedrock AgentCore (Strands, LangGraph), connecting…
- aws-data-analyticsbyaws
Data lake, analytics, and ETL workflows with S3 Tables, AWS Glue, and Athena. Covers managed Iceberg tables on S3 Tables, ingestion from…
- agent-craftbyopspresso
Build agents and their interfaces: write prompts, skills, and MCP servers, delegate across subagents, enforce output schemas, and recall…
- langalpha-servicebyginlix-ai
How the agent runs itself. Scheduled automations and saved workflows, the assistant that coordinates them, and the user memory that carries…
- dreamerosbygbude-sudo
DreamerOS universal boot, governed memory, verification, and multi-engine routing through one shared gateway and vendor-native adapters.
- morabypyranthus-hq
Local-first memory skills and MCP tools for grounded recall, briefs, and governed capture.
- doc-harvestbymattwag05
Harvest documentation websites into structured local references and navigate existing documentation sets.
- kyberion-agent-pluginbyfamaoai-creator
Portable Agent Plugins package for Kyberion governed operations, knowledge access, mission control, approvals, and audit workflows.
- ncpbykulkarni2u
NCP — an agent-to-agent memory bus over MCP. Bounded, trust-weighted context assembly, durable cross-session memory, and directed whispers…
- rockaway-qbrainbyzabrodsk
Search the private, read-only Rockaway Q and QAQ brain through team-scoped MCP services.
- rockaway-ventures-brainbyzabrodsk
Search the private, read-only Rockaway Ventures brain through team-scoped MCP services.
- usablebyflowcore-io
Knowledge-first workflow for agents backed by Usable. Search team knowledge before implementing, retrieve complete sources, separate…
- byteroverbycampfirein
Answer company questions from accepted ByteRover Company Brain context and submit knowledge for governed learning.
- compartmentbymaxfreedompollard
High-security, fully offline, encrypted vector memory for AI agents. AEAD-encrypted vault, locked by default after restart, no API key and…
- firmamentbyspkenny455
Your team's shared, verified knowledge for AI agents: ask what's true about your org and how work gets done, then record what you learn.…
- hindsightbyvectorize-io
Long-term memory for AI agents. Recalls relevant past context before you answer and retains durable facts as you work, backed by…
- iomesh-memory-mcpbyiome-sh
Residual-honest product edge memory MCP package map for public iomesh-memory-mcp via stdio. Not Memory GA · dual_write OFF · not freemium…
- mempalace-codebyrergards
Local-first semantic memory for coding agents, packaged with a minimal-profile MCP server and LLM skill.
- openvikingbyvolcengine
Semantic long-term memory and context engine for coding agents. Recall prior knowledge with the find/search/read MCP tools and persist…
- palimbyjoleschmidt
Cross-tool AI memory over MCP. Checkpoint chats in Cursor, resume them in Claude or ChatGPT. EU-hosted full-text search — not another local…
- cowork-onboardbyaiwithremy
Guided setup for Claude Cowork: confirms your workspace folder, connects your tools, builds your context files (about you, your voice, how…
- ledger-memorybyprime-radiant-inc
Ledger-backed persistent memory for coding agents: append-only facts with retraction vaccines, scars, and a generated MEMORY.md projection
- mnemosyne-memorybyheynag
Use Mnemosyne MCP as a selective, project-aware memory and handoff layer across agent sessions.
- openviking-memorybyv0v1kkk
Native OpenViking long-term memory integration for Antigravity (MCP tools + automatic recall + non-blocking background capture).
- session-handoffbymhaviv
Preserve intent, evidence, and workspace state when moving long coding-agent work into a fresh session.
- teamsharedbyteamshared-ai
Shared team memory for Cursor: remote MCP with email/OTP Connect, the recall-first memory rule, and two hooks (postToolUse + preCompact).
- unstructured-transformbyunstructured-io
Turn any file — PDF, spreadsheet, scan, email, 60+ formats — into clean, agent-ready structured data (Markdown or JSON) without leaving…
- context-engineeringbygithub
Tools and techniques for maximizing GitHub Copilot effectiveness through better context management. Includes guidelines for structuring…
- scriptoriumbyfzkuji
Persistent Markdown memory. Searches memory before answering and writes the conversation back in the background, as files you can read and…
- session-instructions-loaderbyben2pc
Codex-only SessionStart hook that injects ancestor AGENTS.md files and repo-configured instruction files.