agent-memory MCP servers

248 tagged agent-memory, measured the same way as everything else here.

Browse within: ai-memory 53local-first 36knowledge-graph 25model-context-protocol 24ai-coding 17knowledge-base 17embeddings 15long-term-memory 14coding-agents 12context-engineering 12llm-memory 9markdown 7bm25 6Multi-Agent 5

khwan-mcp

169

khwanlabs/khwan-mcp

MCP server Claude CodeCodexCursor

MCP server for Khwan — give Claude (Code / Desktop) or any MCP client a persistent, learning memory: seed a session with recall, remember durable facts. Khwan never runs your model; Claude is your model. Runs locally from the khwan-mcp Python package. Needs 4 environment variables to run.

not rated 0 7d ago A tokens not measured original MIT

fleet-memory

170

Holetron-lab/fleet-memory

MCP server Claude CodeCodexCursor

Self-hosted shared memory for a team of AI agents. Rooms, L0-L3 depth, no LLM on the read path. Runs locally from the fleet-memory-mcp npm package. Needs 2 environment variables to run.

not rated 0 6d ago A tokens not measured original MIT

reasoning-commons

171

chenyuan35/aineedhelpfromotherai

MCP server Claude CodeCodexCursor

Search, reuse, verify AI reasoning. Task marketplace with leaderboard. Zero-barrier, no auth. Remote server at api.aineedhelpfromotherai.com.

not rated 0 4d ago A tokens not measured

trail

172

arsprengel/trail-mcp

MCP server Claude CodeCodexCursor

Issue tracker and durable project memory for your coding agent, scoped to the folder you open. Runs locally from the usetrail npm package. Needs 2 environment variables to run.

not rated 0 5d ago A tokens not measured original MIT

agent-memory

173

MastadoonPrime/sylex-memory

MCP server Claude CodeCodexCursor

MCP server "agent-memory" as configured in MastadoonPrime/sylex-memory. Runs locally from the sylex-memory npm package. Needs 2 environment variables to run.

not rated 0 4mo ago A tokens not measured

mcp-light-memory

174

PeterPirog/mcp-light-memory

MCP server Claude CodeCodexCursor

MCP server "mcp-light-memory" as configured in PeterPirog/mcp-light-memory. Launched with https://github.com/PeterPirog/mcp-light-memory/releases/download/v1.8.1/mcp-ligh.

not rated 0 7d ago A tokens not measured original MIT

snipara

175

Snipara/snipara-examples

MCP server Claude CodeCodexCursor

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

not rated 0 1mo ago A tokens not measured original Apache-2.0

fusionpact-vectordb

176

FusionpactTech/fusionpact-vectordb

MCP server Claude CodeCodexCursor

Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG. Runs locally from the fusionpact npm package. Needs 1 environment variable to run.

not rated 0 5mo ago A tokens not measured original Apache-2.0

anamnesis

177

oscardvs/anamnesis

MCP server Claude CodeCodexCursor

UNKNOWN. Runs locally from the server Python package.

not rated 0 1mo ago A tokens not measured original Apache-2.0

kbdb

178

diko316/knowledge-base-db

MCP server Claude CodeCodexCursor

A searchable second brain for AI agents: ranked keyword and semantic search over your Markdown. Runs locally from the @dikolab/kbdb npm package.

not rated 0 9d ago A tokens not measured AGPL-3.0

lians

179

ebeirne/Lians2

MCP server Claude CodeCodexCursor

Correct, temporal, and auditable memory infrastructure for AI agents. Runs locally from the lians-sdk Python package. Needs 3 environment variables to run.

not rated 0 1mo ago A tokens not measured copy · 86% Apache-2.0

memshelf-mcp

180

ignatenkofi/memshelf-mcp

MCP server Claude CodeCodexCursor

Working-memory shelf for AI agents — offload closed topics to a docshelf shelf as digest-indexed episodes, recall by index. Runs locally from the memshelf-mcp Python package.

not rated 0 10d ago A tokens not measured original MIT

tacitus-mcp-server

181

ionasrobert/tacitus-mcp-server

MCP server Claude CodeCodexCursor

Long-term memory for AI agents: local-first PKM with provenance and hybrid search. Runs locally from the @dashiro/tacitus-mcp-server npm package.

not rated 0 16d ago A tokens not measured original MIT

heartwood-memory

182

jermayne36/heartwood-memory

MCP server Claude CodeCodexCursor

Governed, provenance-first agent memory for AI systems. Runs locally from the heartwood-memory Python package. Needs 3 environment variables to run.

not rated 0 10d ago A tokens not measured

loreweave

183

lets-order-some-fries/loreweave

MCP server Claude CodeCodexCursor

Durable agent memory over a markdown vault: bitemporal facts, timelines, hybrid graph search. Runs locally from the loreweave npm package.

not rated 0 7d ago A tokens not measured original MIT

pensieve

184

praveen-ilangovan/pensieve

MCP server Claude CodeCodexCursor

MCP server "pensieve" as configured in praveen-ilangovan/pensieve. Launched with poetry run pensieve-mcp.

not rated 0 4d ago A tokens not measured original MIT

tmcra-mcp-server

185

reshuibuduo/tmcra-mcp-server

MCP server Claude CodeCodexCursor

MCP server "tmcra-mcp-server" as configured in reshuibuduo/tmcra-mcp-server. Launched with https://github.com/reshuibuduo/TMCRA-MCP-Server/releases/download/v0.5.1/tmcra-m.

not rated 0 16d ago A tokens not measured original Apache-2.0

darwin-memo

186

rogermsc/darwin-memo

MCP server Claude CodeCodexCursor

Self-curating memory for LLM agents: MeMo-style external memory kept honest by survival-based selection instead of reward models or judges. Runs locally from the darwin-memo Python package. Needs 1 environment variable to run.

not rated 0 8d ago A tokens not measured original MIT

cogmemory-mcp

187

skylarng89/cogmemory-mcp

MCP server Claude CodeCodexCursor

CogMemory MCP Server — Unified context subsystems for AI coding agents. Runs locally from the cogmemory-mcp npm package.

not rated 0 8d ago A tokens not measured original MIT

sthayi

188

sthayi-ai/sthayi

MCP server Claude CodeCodexCursor

Local-first AI memory over MCP. No account; you own the store. Runs locally from the sthayi npm package.

not rated 0 22d ago A tokens not measured original MIT

mcp

189

uuaid/uuaid

MCP server Claude CodeCodexCursor

Permanent identity + encrypted, quantum-ready memory that outlives the session, for any AI agent. Runs locally from the @uuaid/mcp npm package. Needs 4 environment variables to run.

not rated 0 9d ago A tokens not measured original Apache-2.0

toki-toki

190

xfloukiex-lab/toki-toki

MCP server Claude CodeCodexCursor

Toki Toki no Mi — a Grand Line MCP server. Runs locally from the toki-toki-mcp Python package.

not rated 0 2mo ago A tokens not measured original Apache-2.0

ai-agent-memory-mcp

191

xiangzi1126/ai-agent-memory-mcp

MCP server Claude CodeCodexCursor

A local, persistent memory service that can be shared by different AI agents, including Claude Code, Qoder, and Cursor.

not rated 0 1mo ago A tokens not measured original MIT

mapi-agent-memory

192

cabo0m/mapi-agent-memory

MCP server Claude CodeCodexCursor

MCP server "mapi-agent-memory" as configured in cabo0m/mapi-agent-memory. Runs locally from the mapi-agent-memory Python package.

not rated 0 15d ago A tokens not measured original Apache-2.0