Memory and context mcp servers

2,236 tagged Memory and context, measured the same way as everything else here.

Browse within: agent-memory 194ai-memory 132local-first 108knowledge-graph 93embeddings 57knowledge-base 55knowledge-management 47obsidian 40markdown 36coding-agents 27chatgpt 26context-management 26context-engineering 22long-term-memory 22

linksee-memory

265

michielinksee/linksee-memory

MCP server Claude CodeCodexCursor +2

Local-first cross-agent memory MCP. 6-layer WHY structure + AST file diff cache (86% savings). Runs locally from the linksee-memory npm package.

14 2mo ago A tokens not measured original MIT

midas

266

vornicx/Midas

MCP server Claude CodeCodexCursor +2

MCP server for Midas — local-first, source-traceable agent memory with no LLM at ingest. Runs locally from the midas-memory-mcp Python package. Needs 4 environment variables to run.

14 1mo ago A tokens not measured original MIT

alaya-mcp

267

SecurityRonin/alaya

MCP server Claude CodeCodexCursor +2

Local memory engine for AI agents with knowledge graphs, forgetting, and semantic recall. Runs locally from the alaya-mcp npm package. Needs 4 environment variables to run.

14 1mo ago A tokens not measured original MIT

total-recall

268

strvmarv/total-recall

MCP server Claude CodeCodexCursor +2

Part of total-recall

MCP server "total-recall" as configured in strvmarv/total-recall. Runs ${CLAUDE_PLUGIN_ROOT}/bin/start.js with node.

14 5d ago A tokens not measured original MIT

smart-connections-mcp

269

yejianye/ob-smart-connections-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Smart Connections - semantic search for Obsidian vaults. Runs locally from the @yejianye/smart-connections-mcp npm package.

14 9mo ago A tokens not measured

obsidian-claude-mcp

270

shivamsharmxa/obsidian-mcp-server

MCP server Claude CodeCodexCursor +2

A local MCP server that exposes your Obsidian vault as structured tools for Claude.ai. Runs locally from the obsidian-claude-mcp npm package.

14 5mo ago A tokens not measured original MIT

ericbuess/limitless-ai-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for integrating Limitless AI Pendant recordings with AI assistants. Runs locally from the limitless-ai-mcp-server npm package.

14 1y ago A tokens not measured original MIT

agent-magnet

272

helinakdogan/agentmagnet

MCP server Claude CodeCodexCursor +2

Self-learning memory infrastructure for AI products. Runs locally from the agent-magnet Python package. Needs 6 environment variables to run.

14 8d ago A tokens not measured original MIT

am-memory

273

danielwanwx/am-memory

MCP server Claude CodeCodexCursor +2

Persistent memory for AI coding agents — SQLite-backed knowledge store with BM25+Vector search and MCP integration. Runs locally from the am-memory Python package.

14 5mo ago A tokens not measured

obsidian-everywhere

274

junnnnnw00/obsidian-everywhere

MCP server Claude CodeCodexCursor +2

Graph context, semantic search, guarded edits, and reviewable Git for local Obsidian vaults. Runs locally from the obsidian-everywhere npm package.

14 6d ago A tokens not measured original MIT

lore

275

jordanhindo/lore

MCP server Claude CodeCodexCursor +2

Lightweight MCP for infinite agent memory. Any agent, any session, anytime. Runs locally from the @jordanhindo/lore npm package.

13 +1 2mo ago A tokens not measured original MIT

synapse-layer

276

SynapseLayer/synapse-layer

MCP server Claude CodeCodexCursor +2

One of 2 in server.json

Persistent memory infrastructure for AI agents — AES-256-GCM encrypted at rest, semantic search, MCP-native. Runs locally from the synapse-layer Python package. Needs 3 environment variables to run.

13 16d ago A tokens not measured original Apache-2.0

synapse-secure-memory

277

SynapseLayer/synapse-layer

MCP server Claude CodeCodexCursor +2

One of 2 in server.json

Persistent memory infrastructure for AI agents — AES-256-GCM encrypted at rest, semantic search, MCP-native. Runs locally from the synapse-layer Python package. Needs 4 environment variables to run.

13 16d ago A tokens not measured original Apache-2.0

global-agent-memory

278

ozankasikci/global-agent-memory

MCP server Claude CodeCodexCursor +2

Local-first, project-aware durable memory through a versioned MCP interface. Runs locally from the global-memory-mcp Python package.

13 1mo ago A tokens not measured original MIT

claude-mcp-context

279

transparentlyok/mcp-context-manager

MCP server Claude CodeCodexCursor +2

Blazing-fast semantic code toolkit for Claude - Smart context, git-aware indexing, symbol editing, find references. 15+ languages, NO LSP needed, 100% free. Runs locally from the claude-mcp-context npm package.

13 2mo ago A tokens not measured original MIT

graphmemory-ide

280

elementalcollision/GraphMemory-IDE

MCP server Claude CodeCodexCursor +2

MCP server "graphmemory-ide" as configured in elementalcollision/GraphMemory-IDE. Runs locally from the graphmemory-ide npm package.

13 2mo ago A tokens not measured original MIT

brainbox

281

thebasedcapital/brainbox

MCP server Claude CodeCodexCursor +2

Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves tokens. Runs locally from the brainbox-hebbian npm package.

13 6mo ago A tokens not measured original MIT

mcp-structured-memory

282

nmeierpolys/mcp-structured-memory

MCP server Claude CodeCodexCursor +2

A Model Context Protocol server that automatically maintains structured, domain-specific memory documents for focused projects. Runs locally from the @nmeierpolys/mcp-structured-memory npm package.

13 5d ago A tokens not measured original MIT

obsidian-stdio-local

283

OleksandrKucherenko/mcp-obsidian-via-rest

MCP server Claude CodeCodexCursor +2

One of 3 in .mcp.json

MCP server "obsidian-stdio-local" as configured in OleksandrKucherenko/mcp-obsidian-via-rest. Launched with bun,run,src/index.ts. Needs 3 environment variables to run.

13 5mo ago A tokens not measured original MIT

mcp-obsidian-via-rest

284

OleksandrKucherenko/mcp-obsidian-via-rest

MCP server Claude CodeCodexCursor +2

Access Obsidian vaults via Local REST API - read, search, and interact with notes. Runs locally from the @oleksandrkucherenko/mcp-obsidian npm package. Needs 4 environment variables to run.

13 5mo ago A tokens not measured original MIT

obsidian-ts-mcp

285

dickiedyce/Obsidian-TS-MCP

MCP server Claude CodeCodexCursor +2

MCP server "obsidian-ts-mcp" as configured in dickiedyce/Obsidian-TS-MCP. Runs locally from the obsidian-ts-mcp npm package.

13 23d ago A tokens not measured original MIT

romiluz13/memory-engineering-mcp

MCP server Claude CodeCodexCursor +2

🧠 AI Memory System powered by MongoDB Atlas & Voyage AI - Autonomous memory management with zero manual work. Runs locally from the memory-engineering-mcp npm package.

13 1y ago A tokens not measured original MIT

memvid-mcp-server

287

angrysky56/memvid_mcp_server

MCP server Claude CodeCodexCursor +2

MCP server "memvid-mcp-server" as configured in angrysky56/memvidmcpserver. Runs locally from the memvid-mcp-server Python package.

13 1y ago A tokens not measured

semahash

288

emergent-wisdom/sema

MCP server Claude CodeCodexCursor +2

Part of sema

Content-addressed semantics for multi-agent coordination. When the hash is the word. Runs locally from the semahash Python package.

13 7d ago A tokens not measured original MIT

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: