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Memory and context
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rsh-research io.github.chenty2333/rsh

A lightweight, bounded memory layer for long-running agent work.

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Memory and context npm Local 8 a week MIT
spandrel io.github.trevorfox/spandrel

Turn markdown file trees into navigable, queryable knowledge graphs served via REST and MCP

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Files and storage npm Local 8 a week MIT
tencent-agent-memory-mcp-bridge io.github.kuaizhongqiang/tencentagentmemorybridge

MCP server bridging AI agents to TencentDB Agent Memory (team edition v3)

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Memory and context npm Local 8 a week MIT
whyanchor io.github.kishore600/whyanchor

Local-first, git-backed memory layer for AI coding agents. Capture decisions, detect staleness, generate CLAUDE.md/AGENTS.md, and serve memory over MCP.

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Coding agent tools npm Local 8 a week MIT
@aman_asmuei/amem io.github.amanasmuei/amem

The memory layer for AI coding tools. Local-first, developer-specific, works everywhere.

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Memory and context npm Local 10 a week MIT
central-intelligence-local io.github.alekseimarchenko/central-intelligence-local

Local-first persistent memory for AI agents. No cloud, no signup, no API keys. Your data never leaves your machine.

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Memory and context npm Local 11 a week APACHE-2.0
mcp-memory-rs io.github.DioNanos/mcp-memory-rs

Local-first agent memory: versioned JSON categories, BM25 search, per-device ACL, fleet sync.

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Memory and context Official MCP Registry · crates.io
@dzenlotus/promptery io.github.dzenlotus/promptery

Kanban-based context management for AI agents via MCP

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Project management npm Local 9 a week ELASTIC-2.0
vector-memory-pg io.github.cabupy/vector_memory_pg

Institutional technical memory for AI coding agents using PostgreSQL, pgvector, hybrid search, MCP, Reflect, CLI, and local UI.

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Search and retrieval (RAG) npm Local 9 a week MIT
ctx-memory io.github.ghadisaab/llm-memory

Persistent memory layer for LLM coding agents (Claude Code, Codex, Gemini, OpenCode) — zero cloud, local SQLite + MCP

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Memory and context npm Local 9 a week MIT
Memory Lite io.github.thuupx/memory-mcp-lite

A lightweight, structured, token-efficient local-first MCP memory server

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Memory and context Official MCP Registry · npm Local 25 a week
@memstate/mcp io.github.memstate-ai/memstate-mcp

Versioned memory for AI agents — structured keypaths, conflict detection, and 80% fewer tokens than alternatives.

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Memory and context npm Local 17 a week MIT
abba-mcp io.github.unige-biochem/abba-mcp

MCP server for ABBA (Aligning Big Brains and Atlases): an AI assistant registers brain sections to atlases in a pinned Fiji

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Memory and context PyPI Local MIT
aceflow-mcp-server io.github.aceflow-pateoas/aceflow-ai

AceFlow MCP Server - AI-Driven Intelligent Workflow System with Contract-First Development, Memory Management, and 25 MCP Tools (4 Contract + 21 Workflow)

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Memory and context PyPI Local MIT
agent-filetree-memory-mcp io.github.emilioesposito/agent-filetree-memory-mcp-docs

Encrypted, capability-scoped, versioned Markdown file-tree memory for MCP agents

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Memory and context PyPI Local APACHE-2.0
agentrecall-mcp io.github.marsheer/agentrecall

MCP server for AgentRecall — persistent memory for AI agents

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Memory and context PyPI Local MIT
agm-memory-mcp io.github.deep-de-coder/agent-memory

AGM — Agent Memory Management. Provenance-tagged memory infrastructure for multi-agent AI systems. MCP server with trust scoring, behavioral fingerprinting, and memory poisoning defense.

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Memory and context PyPI Local MIT
aidocs-mcp io.github.cristian1991/aidocs

Portable AI coding-agent toolkit — MCP server with indexed code retrieval, session management, and persistent memory

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Memory and context PyPI Local APACHE-2.0
aimemory-mcp-server io.github.jingchang0623-crypto/aimemory

AI Memory MCP Server — persistent memory for AI assistants via Model Context Protocol. Cross-platform search across ChatGPT, Claude, DeepSeek, Gemini & Kimi.

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Memory and context PyPI Local MIT
amcp-agent io.github.tao12345666333/amcp

AMCP is an out-of-the-box coding-agent runtime for terminal, server, and Telegram, with built-in tools, subagents, skills, memory, MCP, hooks, and automation.

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Communication and chat PyPI Local APACHE-2.0

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