Memory and context MCP servers

2,016 tagged Memory and context, measured the same way as everything else here.

Browse within: agent-memory 189ai-memory 133model-context-protocol 129local-first 108knowledge-graph 93embeddings 57knowledge-base 52knowledge-management 44markdown 36obsidian 35ai-coding 33chatgpt 26context-management 26context-engineering 25

contextmgr-mcp

457

docherty/contextmgr-mcp

MCP server Claude CodeCodexCursor +2

MCP server "contextmgr-mcp" as configured in docherty/contextmgr-mcp. Runs locally from the contextmgr-mcp npm package.

not rated 3 yesterday A tokens not measured AGPL-3.0

thread-mind-mcp

458

mahmoud-nb/thread-mind-mcp

MCP server Claude CodeCodexCursor +2

MCP server to organize AI conversations into thread trees, reducing token consumption. Runs locally from the thread-mind-mcp npm package.

not rated 3 3mo ago A tokens not measured original MIT

obsidian-mcp-server

459

Bachmann1234/obsidianMCP

MCP server Claude CodeCodexCursor +2

MCP server giving Claude Code read/write access to Obsidian vaults. Runs locally from the obsidian-mcp-server Python package.

not rated 3 11mo ago A tokens not measured

hi-ai

460

su-record/hi-ai

MCP server Claude CodeCodexCursor +2

Model Context Protocol based AI development assistant with 35 specialized tools featuring Knowledge Graph memory, session context auto-injection, and code dependency analysis. Runs locally from the @su-record/hi-ai npm package.

not rated 3 7mo ago A tokens not measured original MIT

notemd-mcp-server

461

Jacobinwwey/notemd-mcp

MCP server Claude CodeCodexCursor +2

A standalone backend server for the Notemd Obsidian plugin, providing AI-powered text processing and knowledge management. Runs locally from the notemd-mcp-server npm package.

not rated 3 3mo ago A tokens not measured

codebase-contextifier

462

jarmentor/codebase-contextifier-9000

MCP server Claude CodeCodexCursor +2

MCP server "codebase-contextifier" as configured in jarmentor/codebase-contextifier-9000. Launched with sh -c docker run --rm -i --network codebase-contextifier-9000_default -v "$(pwd).

not rated 3 10mo ago A tokens not measured

mnehmos-synch-mcp

463

Mnehmos/mnehmos.synch.mcp

MCP server Claude CodeCodexCursor +2

MCP Server for Agent Synch - Global Memory Bank for AI Agents. Runs locally from the mnehmos-synch-mcp npm package.

not rated 3 7mo ago A tokens not measured original MIT

tac0de/knowledge-to-action-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Obsidian GraphRAG, agent-ready context, preview-only planning, and safe repo handoffs. Runs locally from the @tac0de/knowledge-to-action-mcp npm package.

not rated 3 2mo ago A tokens not measured original MIT

coeusyk/personal-notes-assistant

MCP server Claude CodeCodexCursor +2

MCP server "personal-notes-assistant" as configured in coeusyk/personal-notes-assistant. Runs locally from the personal-notes-assistant Python package.

not rated 3 1mo ago A tokens not measured original MIT

visor-mcp

466

dibun75/visor

MCP server Claude CodeCodexCursor +2

Skill-Orchestrated Context Intelligence Engine for AI coding agents. Runs locally from the visor-mcp Python package.

not rated 3 2d ago A tokens not measured original MIT

mcp-context-bridge

467

Codinglone/mcp-context-bridge

MCP server Claude CodeCodexCursor +2

Unified context layer connecting local data to LLMs via MCP. Runs locally from the mcp-context-bridge Python package.

not rated 3 3mo ago A tokens not measured original MIT

lianggaoyuan/GitBranchMCP

MCP server Claude CodeCodexCursor +2

MCP server "branch-context-manager-mcp" as configured in lianggaoyuan/GitBranchMCP. Runs locally from the branch-context-manager-mcp Python package.

not rated 3 3mo ago A tokens not measured original MIT

engram

469

ReallyArtificial/engram

MCP server Claude CodeCodexCursor +2

Persistent storage for local modules. Runs locally from the engram npm package.

not rated 3 2mo ago A tokens not measured original MIT

compiled-memory

470

yucx-go/agent-knowledge

MCP server Claude CodeCodexCursor +2

AI agent knowledge & long-term memory — MCP server, knowledge graph, BM25 + RRF retrieval, contradiction detection. Drop-in for Claude Code / Cursor / Codex. Runs locally from the compiled-memory Python package.

not rated 3 3mo ago A tokens not measured original MIT

adaptive-agent-mcp

471

justForever17/adaptive-agent-mcp

MCP server Claude CodeCodexCursor +2

Self-Evolving RAG for AI Agents — A cross-app persistent memory system where agents autonomously write, retrieve, and evolve their knowledge. Runs locally from the adaptive-agent-mcp Python package.

not rated 3 6mo ago A tokens not measured original MIT

elephantasm-mcp

472

kaminocorp/elephantasm-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Elephantasm Long-Term Agentic Memory — plug-and-play memory for any AI agent. Runs locally from the elephantasm-mcp Python package.

not rated 3 5mo ago A tokens not measured original Apache-2.0

cctx-optimizer

473

anil7948/cctx

MCP server Claude CodeCodexCursor +2

Reduce Claude Code token usage by 70-90% with cross-session memory and four-layer optimization: semantic codebase indexing, PostToolUse tool compression, turn summarization, and session consolidation. MCP server powered by Ollama — zero API calls, runs en. Runs locally from the cctx-optimizer npm package.

not rated 3 3mo ago A tokens not measured original MIT

membot

474

evantahler/membot

MCP server Claude CodeCodexCursor +2

Versioned context store with hybrid search for AI agents. Stdio + HTTP MCP server and CLI. Runs locally from the membot npm package.

not rated 3 2mo ago A tokens not measured original MIT

agent-context-bridge

475

Yongthyuan/agent-context-bridge

MCP server Claude CodeCodexCursor +2

MCP server "agent-context-bridge" as configured in Yongthyuan/agent-context-bridge. Runs locally from the agent-context-bridge npm package.

not rated 3 1mo ago A tokens not measured original MIT

localmem

476

lestercoyoyjr/Centralaizer-public

MCP server Claude CodeCodexCursor +2

Local-first multi-agent memory MCP server with hybrid search, behavioral graphs, knowledge triples, and lifecycle management. Runs locally from the localmem Python package.

not rated 3 9d ago A tokens not measured

infinite-context

477

sujkh85/infinite-context-keeper-node

MCP server Claude CodeCodexCursor +2

MCP server: persistent memory, compaction, semantic recall (Node.js port). Runs locally from the infinite-context npm package.

not rated 3 3mo ago A tokens not measured

compresh-mcp

478

compresh/compresh-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Compresh — production-grade context compression with TUL 2.0 query-aware retrieval (paid tier) over the open tulbase core. Runs locally from the compresh-mcp Python package.

not rated 3 1mo ago A tokens not measured

codex-dev-mcp-suite

479

verrysimatupang99/codex-dev-mcp-suite

MCP server Claude CodeCodexCursor +2

Four local, file-based MCP servers for solo devs/vibecoders: persistent project memory, session handoff/resume, git-independent file checkpoints, and token-efficient project briefings. Works with any MCP client. Runs locally from the codex-dev-mcp-suite npm package.

not rated 3 1mo ago A tokens not measured original MIT

conversation-search

480

gebeer/conversation-search

MCP server Claude CodeCodexCursor +2

MCP server "conversation-search" as configured in gebeer/conversation-search. Runs locally from the conversation-search Python package.

not rated 3 5mo ago A tokens not measured