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sayoupixell-global28The persistent workspace for AI agentsrobotmemrobotmem28Robot Memory - Persistent memory system for AI robots. MCP Server + hybrid search + spatial retrieval.mcp-inceptiontanevanwifferen28Call another MCP client from your MCP client. Offload context windows, delegate tasks, split between modelsagent-commsExaDev27Cross-harness communication mesh for LLM agents. Rooms, DMs, presence, and visibility.mcp-memory-gatewayIgorGanapolsky27ThumbGate Pre-Action Checks self-improve from ranked lessons and repeated failures, hard-block detected secret leaks, and block matches in strict mode.batonKaseban27Convert AI coding sessions between Claude Code, Codex, OpenCode, Zed, Aider, Gemini CLI, Cursor, Cline & more — lossless, round-trip tested. MCP server + CLI.agents-rememberfoxfire1st27A branch-aware, dual-revision epistemic ledger and control plane for AI coding agents. From requirements and isolated work to validated changes and durable, queryable project truth.rlhf-feedback-loopigorganapolsky27ThumbGate Pre-Action Checks self-improve from ranked lessons and repeated failures, hard-block detected secret leaks, and block matches in strict mode.engram-rskael-bit27Memory engine for AI agents — time axis (3-layer decay/promotion) + space axis (self-organizing topic tree). Hybrid search, LLM consolidation. Single Rust binary.lightrun-ailightrun-platform27A collection of reusable skills for investigating runtime issues with Lightrun.ai-cli-mcpmkXultra27MCP server to run Claude, Codex, and Gemini CLI agents in the background from any MCP client.nexowazionapps27NEXO runtime core for NEXO Desktop: local memory, automation, MCP tools and update-managed runtime.AudreyEvilander26Persistent memory and continuity engine for Claude Code and AI agents.grovealxshelepenok26A machine-enforced workflow protocol for AI coding agents that eliminates false progress. Tasks require verifiable evidence to close, while decisions, assumptions, and open questions persist in a versioned reasoning graph for seamless agent handoffs. Designed to keep deep, long-running projects coherent across sessions, agents, and months.knowledgegraph-mcpn-r-w26MCP server for enabling persistent knowledge storage for Claude through a knowledge graph with multiple storage backends and fuzzy searchAgent_Collaboration_MCPnishimoto26526English version is hereawesome-agent-skills-mcpshadowrootdev26MCP server providing 100+ AI agent skills from Anthropic, Vercel, Trail of Bits, Hugging Face & more. Works with Claude, GitHub Copilot, and any MCP client.mcp-prompt-optimizerBubobot-Team25Advanced MCP server providing cutting-edge prompt optimization tools with research-backed strategieslatent-gateKathanModh25925VL-JEPA inspired pipeline — compress images/text locally via Ollama, send compact payloads to any LLM API. Cut token costs by ~80%.agent-internSinanTufekci25Give Claude Code an intern: drive Antigravity (Gemini), Codex, Copilot, Cursor and opencode — plus experimental Grok & Kimi — as sub-agents. Text answers, image generation, real repo work and parallel swarms, on quota you already pay for.ragstack-lambdahatmanstack25Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.mcp-server-pythoninkeep25Inkeep MCP Servermcp-memory-servermnemoverse25Hosted persistent memory for AI agents over MCP. Tell it a recalled memory helped or misled, and it re-ranks what comes back next. Shared rooms for multi-agent work. One key or OAuth across Claude Code, Cursor, VS Code and ChatGPT. MIT, in the official MCP Registry.rtfmroomi-fields25The open retrieval layer for AI coding agents. Indexes code, docs, legal, research, data — 22 parsers (incl. EPUB, DOCX, ODT), FTS5 + semantic search, knowledge graph. Serves surgical context via MCP. Open source, local, free.m3-memoryskynetcmd25Local-first Memory Framework for AI Agents · 99.2% LongMemEval-S retrieval @ k=10 · Supports Claude · Antigravity · LangChain · Hermes · Gemini · OpenCode · OpenClaw · MCP-native and plugins · Hybrid search (FTS5 + vector + MMR) · GDPR · FIPS 140-3 ready · 100% local (fully offline) or cloud capablehmemBumblebiber24Persistent memory and agent lifecycle for Claude Code — because sessions shouldn't start from zero.ACP-MCP-ServerGongRzhe24A bridge server that connects Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) clients, enabling seamless integration between ACP-based AI agents and MCP-compatible tools like Claude Desktop.KuzuMem-MCPJakedismo24KuzuDB-powered memory bank for code agents built with TypeScript and follows MCP protocolmcp-neo4j-memory-serverJovanHsu24MCP Memory Server with Neo4j backend for AI knowledge graph storagefable-modeREX-codebase24Open-source MCP control plane for AI coding agents: mechanical time-locks, evidence-gated proof receipts, red-team remediation, and persistent engineering memory.mcp-qdrant-memorydelorenj24MCP server providing a knowledge graph implementation with semantic search capabilities powered by Qdrant vector databaseinfimium-agentinfimium-ai24The Private Context Layer & Super Brain for Your Codebase. Give AI agents persistent memory, deep dependency graphs, and instant code contextmcp-memory-libsqljoleyline24🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search, semantic knowledge storage, and efficient relationship management - perfect for AI agents and knowledge graph applications.selvedgemasondelan24Persistent decision memory for AI coding agents: rationale, rejected approaches, and entity history.distillerynorrietaylor24Team knowledge evaporates daily — pairing sessions, debugging context, architectural rationale lost to Slack. Distillery captures it at the point of creation, connects it into a living graph, and surfaces it conversationally. It monitors feeds, tracks what matters to your projects, and alerts you before you know to ask. A team brain that learns.memory-mcp-1filepomazanbohdan24A high-performance, pure Rust Model Context Protocol (MCP) server that provides persistent, semantic, and graph-based memory for AI agents.retrieval-augmented-thinkingstat-guy24MCP server for retrieval augmented thinking and problem solvingmembase-mcpunibaseio24A lightweight decentralized memory gateway that connects AI agents to Membase for persistent, verifiable multi-session memory.mementoveerps5724A local-first, LLM-agnostic memory layer for AI assistantsyantrikdb-mcpyantrikos24Persistent cognitive memory for AI agents — drop-in MCP server for Claude Code, Cursor, Windsurf. Temporal decay, contradiction detection, knowledge graph, autonomous consolidation. Backed by the YantrikDB Rust engine. Install: pip install yantrikdb-mcp.zenbrainzensation-ai24Agent memory for LLM agents: 7 neuroscience-inspired layers (working, episodic, semantic, procedural) with FSRS spaced repetition and memory consolidation. Zero-dependency TypeScript library, Model Context Protocol (MCP) server, Vercel AI SDK middleware. Paper: arXiv 2604.23878 · reproduction packages on Zenodo.Sherlog-MCPGetSherlog23MCP that combats tools overloadfidelishermes-labs-ai23Zero-LLM agent memory for Claude Code and AI agents: local-first BM25, dense-vector, and reciprocal-rank-fusion retrieval. Returns original passages verbatim by default. Available on PyPI as fidelis-memory. Apache-2.0.t2000mission69b23Agent marketplacestatelessagentsgx-labs23Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.claude-faf-mcpwolfe-jam23Persistent Project Context for Claude — IANA-registered .faf format · Core 14 MCP tools (30 with FAF_TOOLS=all) + 2 prompts · MCP Registry #2759world-model-mcpSaravananJaichandar22world-model-mcp is a signed audit memory server for AI coding agents, delivered as an MCP tool. Every event Ed25519-signed and Merkle-chained; offline-verifiable against pinned public keys. Hosted platform with hybrid post-quantum signing at etch.systems.corpusiq-docscorpusiq22Hermes Agent Production Knowledge Repository — 406+ repos, AI Agent Marketplace, MCP servers, autonomous AI agent patterns. Production-tested from 1,200+ hours of ops. Updated daily.akyn-sdkilyestal22Turn any data source into an MCP server in 5 minutes. Build AI-agents-ready knowledge bases.mem-portrsl-innovation22A local MCP (Model Context Protocol) server for portable, long-term agentic memory — a thumb drive for your AI context.