Memory / context engine
Persistent cross-session memory. File, SQLite, Neo4j, vector, HTTP-proxy intercept.
30 primary frameworks · 16 lower-confidence entries
Verbatim local-first AI memory with 96.6% R@5 retrieval on LongMemEval using zero API calls — structured into a palace hierarchy (wings/rooms/drawers) with a…
Dolt-powered distributed graph issue tracker where AI agents track tasks with hierarchical IDs and dependency edges, claim work atomically, store persistent…
Opinionated Python agent harness on top of LangGraph with sub-agents, filesystem, memory, and context compaction bundled in
Persistent, searchable memory for AI coding agents that captures every tool interaction, compresses it via LLM, and injects relevant context into future…
Give a natural-language goal to a coordinator agent and get a dynamically decomposed, parallelized task DAG executed by specialized worker agents — zero graph…
Gives AI agents a persistent, human-readable knowledge graph of project decisions, observations, and relations stored as plain Markdown files.
Gives Claude Code team-level persistent memory via a cloud API, sharing project knowledge across developers and sessions without local infrastructure.
Autonomous software development via three specialized agents (Research → Planning → Implementation) with SQLite memory and on-demand expert-model escalation.
Give AI coding agents automatic cross-session semantic memory backed by local Markdown files and a rebuildable Milvus vector index — no API key or external…
Team-first spatial canvas for AI agent work — branches as cards on a Figma-style board with zone-triggered prompts, real-time multiplayer, and session…
YAML-based system prompt replacement for Roo Code's Footgun feature with a persistent file-based Memory Bank for cross-session context continuity.
Turns a directory of Markdown files into a queryable knowledge graph with LSP for editors and MCP for AI agents — no database, no lock-in, git-versionable.
Ticket-driven background daemon that orchestrates Codex (or any ACP agent) against a work queue, notifying humans via Telegram/Discord only when agents are…
Self-hosted autonomous agent runtime with persistent memory, org-chart delegation, dreaming memory consolidation, and 23+ LLM providers — a practical Claude…
Fully autonomous parallel coding agent that decomposes prompts via DAG, executes tasks simultaneously with multi-provider support, learns from reflections, and…
Production-tested multi-agent orchestration with self-improving knowledge base, recursive Swarm Coordinator architecture, and mandatory cross-model adversarial…
Gives Claude Code persistent conversation memory via a zero-dependency 44MB Rust binary with 6 lifecycle hooks and a 3-layer progressive enrichment pipeline.
Context-persistent parallel multi-agent execution: the orchestrator that planned the work stays alive across all execution waves, pre-loading subagents with…
Turns a repository into a local symbolic index of symbols, routes, and call graphs so AI agents retrieve exact code instead of scanning whole files.
Provides four structured Markdown files (projectContext, activeContext, progress, decisionLog) managed via an MCP server so Cline retains project context…
Turns AI agent conversations into a cloud-backed entity knowledge graph accessible from any AI platform, with automatic context injection before every prompt…
Ultra-lean 12-tool MCP memory server for any AI coding tool with per-project SQLite isolation and built-in PII detection.
SQLite + hybrid vector+FTS5 MCP server providing 40+ memory tools (conversation indexing, decision tracking, working memory, session handoff, tag management)…
Episodic code memory that intercepts every Write/Edit, injects similar past code via a deny-then-allow pattern, and tracks file churn to warn before modifying…
Provide permanent, tiered spec contracts with a Memory Bank so AI sessions always have project context and always implement against explicit contracts rather…
SQLite memory with anti-patch upsert_smart (MERGE/SUPERSEDE/INSERT via trigram-Jaccard), forced PROGRESS.md handoff via <system-reminder>, PreCompact…
Local Next.js 14 kanban + tree view for Beads task graphs, reading all data via bd --json API routes with drag-and-drop status changes and inline task editing.
Hosted knowledge base platform for AI agents to query, update, and manage structured knowledge.
Show 16 lower-confidence entriestier-b · tier-c · unknown · delta reports
These entries map to § a10 by tag but carry weaker evidence — fewer documented primitives, delta reports of absent skills, or marketing-only sites without a public repo. They're listed for completeness; treat them with appropriate caution.
15-skill educational library covering the complete stack of context engineering and agent harness design — from attention mechanics to BDI cognitive modeling.
Gives coding agents direct access to backend infrastructure (database, auth, storage, functions, model gateway) via MCP tools.
Make AI coding reliable through context engineering: structured SPEC→PLAN→EXECUTE→VERIFY loop with wave-based atomicity and model-agnostic portability.
Automatically detect AI agent failures in production via LLM-as-judge monitoring and AI-powered root cause analysis linked to source code and git history.
LLM-maintained personal knowledge base: drop raw sources into a folder, let the LLM compile them into a structured Obsidian wiki with entities, concepts, and sy…
Provides semantic code search via local EmbeddingGemma model and FAISS, giving Claude Code precise code chunk retrieval without cloud API costs or data transmis…
Share what one developer's AI agent learns automatically with all team members' agents, eliminating redundant exploration and duplicate token spend.
AI-powered multi-cluster Kubernetes management dashboard with guided install missions for 250+ CNCF projects, accessible as hosted demo or self-hosted with loca…
Remote control and shared memory layer for terminal-based AI coding agents, accessible from mobile, web, and Apple Watch.
Git-branch-scoped context management system that isolates planning, research, history, and context per branch while providing automatic conversation capture wit…
Expose Claude Code CLI capabilities as MCP tools accessible from any MCP host application.
Auto-export Claude Code Plan Mode plans to the project root on session end so they can be executed in a fresh context with a cheaper model.
Bring oh-my-zsh concepts (themes as modes, plugins as packs, tmux sessions as tickets) to Claude Code for persistent, context-aware development.
CLI tool converting PRD markdown into structured Epics/Stories/Subtasks, plus a FAISS-indexed codebase bug-fix agent.
Creates a two-tier codebase index (zero-cost file map in CLAUDE.md + on-demand directory YAML) maintained by a TaskCompleted hook that fires only on structural …
Enterprise Obsidian-based second brain builder for OpenAI Codex using BASB methodology, gpt-5.5 with reasoning-effort routing, and Tyler provider gateway for du…