Memory and context MCP servers

1,939 tagged Memory and context, measured the same way as everything else here.

Browse within: agent-memory 182ai-memory 135model-context-protocol 128local-first 106knowledge-graph 88embeddings 54knowledge-base 53knowledge-management 41obsidian 33markdown 31ai-coding 29chatgpt 25coding-agents 24context-engineering 23

obsidian-mcp-server

433

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

434

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

435

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

436

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

437

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

mcp-context-bridge

440

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

442

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

443

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

444

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

445

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

446

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

447

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

448

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

449

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

450

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

451

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

452

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

453

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

refract-mcp

454

LoudiliMed/Refract

MCP server Claude CodeCodexCursor +2

MCP proxy that compresses tool schemas — up to -98% tokens, 100% signal preserved. Runs locally from the refract-mcp Python package.

not rated 3 20d ago A tokens not measured original MIT

dsh-narrative-ledger

455

dongsheng123132/dsh-narrative-ledger

MCP server Claude CodeCodexCursor +2

MCP server "dsh-narrative-ledger" as configured in dongsheng123132/dsh-narrative-ledger. Runs ./mcp-server.mjs with node.

not rated 3 14d ago A tokens not measured original MIT

omni-coder-dashboard

456

Riko5652/OCD

MCP server Claude CodeCodexCursor +2

OCD (Omni Coder Dashboard) — An AI memory engine with real semantic embeddings, 21 MCP tools, cross-tool routing, trace auditing, and proactive IDE interception. 100% local, zero API keys required. Runs locally from the omni-coder-dashboard npm package.

not rated 3 1mo ago A tokens not measured