Memory and context

CSOAI-ORG/memory-search-mcp

Skill Claude CodeCodex

Long-term memory and context retrieval for AI agents. Semantic search across conversation history with care-weighted relevance.

CSOAI-ORG/vector-knowledge-graph-mcp

MCP server Claude CodeCodexCursor +2

AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node search. By MEOK AI Labs. Runs locally from the vector-knowledge-graph-mcp Python package.

CoralLips/gft-mcp

Plugin Claude Code

Bundles 4 commands, 1 hook · 92 tokens together

GFT (Git for Thought) — bring your white-box thinking map into Claude Code: /gft:list & /gft:login answer instantly (zero tokens), /gft:link & /gft:save connect your maps to the conversation.

Deviank88/KnowledgeRail

MCP server Claude CodeCodexCursor +2

Persistent, evidence-backed project knowledge and task context for coding agents. Runs locally from the knowledge-rail npm package.

Nano-Nimbus/locus

Skill Claude CodeCodex

Locus memory palace navigation and management. Use when you need to read from or write to the agent's memory palace: querying what is known about a topic, recording findings from the current session, updating canonical facts, navigating to a specific room, regenerating an index, or checking conformance. Also use at…

FutureAiIndustries/FI-Memory

Plugin Claude Code

Bundles 2 hooks

Local-first shared memory for AI tools. Plain files are the source of truth; relevant context is injected before your prompt instead of burned on agentic search loops.

Hustada/collective-memory

MCP server Claude CodeCodexCursor +2

MCP server for persistent, semantic memory across AI sessions. Runs locally from the collective-memory npm package. Needs 1 environment variable to run.

IsaiahDupree/second-brain-bridge

MCP server Claude CodeCodexCursor +2

Search and reason over your Obsidian-style Markdown vault, right from ChatGPT. Remote server at secondbrainbridge.vercel.app.

JesusGarcia9009/lethe-engineering

Skill Claude CodeCodex

Use throughout long sessions to keep the context window small — archive large tool outputs to LETHE and recall them on demand, saving tokens.

KIOKO-LAB/freshvault

MCP server Claude CodeCodexCursor +2

Local semantic search over your Obsidian vault - always fresh, never reindex. Runs locally from the freshvault npm package. Needs 1 environment variable to run.

KairosMobius/memory-nexus-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Memory Nexus - persistent semantic memory for AI agents. Remember, recall, connect, learn. Runs locally from the @memory-nexus/mcp npm package. Needs 1 environment variable to run.

KairosMobius/nexus-memory-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Nexus Memory API - persistent semantic memory for AI agents. Remember, recall, connect, learn. Runs locally from the nexus-memory-mcp npm package. Needs 1 environment variable to run.

Kinnectd/a2me-mcp-server

MCP server Claude CodeCodexCursor +2

Read-only A2Me family context tools for AI assistants (members, dates, activity, relationships). Remote server at mcp.a2me.app.

MastadoonPrime/sylex-memory

Skill Claude CodeCodex

Gives your OpenClaw agent persistent, encrypted memory that survives across sessions. Store thoughts, decisions, skills learned, and preferences. Recall them next session. Share knowledge with other agents via the Commons.

MilnaOS/kilonova-mcp

MCP server Claude CodeCodexCursor +2

Persistent knowledge base MCP server for Claude Code — remember everything across sessions. Runs locally from the kilonova-mcp Python package. Needs 1 environment variable to run.

NeuralNexusNote/n3mcmcp-lite

Plugin Claude Code

Bundles 1 hook

Ephemeral (7-day TTL) hybrid vector + BM25 memory server for Claude Code, backed by Redis Stack. Multilingual out of the box (NFKC + CJK / Hangul / Thai / Lao / Myanmar / Khmer bigram + diacritic fold). Prerequisites: (1) Redis Stack running on localhost:6379 (docker run -d --name redis-stack -p 6379:6379…

PKaldone/substrate-mcp

MCP server Claude CodeCodexCursor +2

Persistent AI entity framework with causal memory, emotional state, and identity. Runs locally from the substrate-mcp npm package.

PeterAtPondo/kit-demo-mcp

MCP server Claude CodeCodexCursor +2

Continuity for agents: a live memory you can read and cite right now, outliving the context window. Remote server at demo-mcp.kit-project.com.

Prophet-git/one-brain-plugin

Plugin Claude Code

Bundles 13 skills, 2 hooks, 1 MCP server · 1,038 tokens together

The memory Claude Code is missing. Your team's decisions and context persist across sessions and across teammates, recorded with the author and the date attached, and injected when the session starts.

RudrenduPaul/swarm-rd-orchestrator

MCP server Claude CodeCodexCursor +2

Ray-native context/memory sharing for parallel research agents, with an agent-native CLI and MCP server (Milestone 1 spike). Runs locally from the swarm-rd-orchestrator-cli Python package.

RudrenduPaul/swarmmesh

MCP server Claude CodeCodexCursor +2

Shared-context and memory coordination server + CLI for swarms of parallel AI agents, speaking the SwarmMesh v1 protocol (HTTP + WebSocket + MCP), interoperable with the Node implementation. Runs locally from the swarmmesh-cli Python package.

Schubeler-Consulting/knowmind

MCP server Claude CodeCodexCursor +2

AI agent memory & knowledge graph, hosted in Germany (GDPR). Recall, relations, store via MCP. Runs locally from the knowmind npm package. Needs 2 environment variables to run.

Snipara/snipara-examples

MCP server Claude CodeCodexCursor +2

Hosted MCP for source-backed project context, memory, code impact, and agent workflow continuity. Remote server at api.snipara.com.

Surendhar-23/NoteFlow-MCP

MCP server Claude CodeCodexCursor +2

An MCP server that used to create notes. Remote server at 2c08-27-4-120-4.ngrok-free.app.