mcp-memory-service

About mcp-memory-service

mcp-memory-service Persistent Shared Memory for AI Agent Pipelines Open-source memory backend for multi-agent systems. Agents store decisions, share causal knowledge graphs, and retrieve context in 5ms — without cloud lock-in or API costs. Works with LangGraph · CrewAI · AutoGen · any HTTP client · Claude Desktop 🌐 Works with claude.ai (Browser) Unlike desktop-only MCP servers, mcp-memory-service supports Remote MCP for native claude.ai integration.

agent-memory agentic-ai ai-agents autogen claude crewai knowledge-graph langgraph long-term-memory mcp

Quick Facts

Stars	2,023
Forks	354
Language	Python
Category	MCP 服务器
License	Apache-2.0
Quality Score	65.3980782871086/100
Open Issues	37
Last Updated	2026-10-19
Created	2024-12-26
Platforms	claude-code, mcp, python
Est. Tokens	~18k

Compatible Skills

These tools work well together with mcp-memory-service for enhanced workflows:

Agent-Wiz — semantic(0.21)+complementary+shared_fw(autogen,crewai)+rare_topics+same_lang+similar_pop+shared_platform (77%)
honcho — semantic(0.37)+complementary+rare_topics+same_lang+similar_pop+shared_platform (71%)
Tiger — semantic(0.18)+complementary+shared_fw(autogen,crewai,langchain)+same_lang+similar_pop+shared_platform (71%)
MemOS — semantic(0.32)+complementary+rare_topics+same_lang+similar_pop+shared_platform (65%)

More MCP 服务器 Tools

Explore other popular mcp 服务器 tools:

rea ⭐ 333.0k
ECC ⭐ 283.6k
n8n ⭐ 208.0k
everything-claude-code ⭐ 186.6k
dify ⭐ 158.9k
open-webui ⭐ 156.2k
cc-switch ⭐ 146.3k
graphify ⭐ 128.7k
browser-use ⭐ 118.3k
gemini-cli ⭐ 107.4k

View all MCP 服务器 tools →

Popular Python Agent Tools

hermes-agent ⭐ 255.2k · Codex 技能
AutoGPT ⭐ 187.7k · AI 工具
skills ⭐ 180.2k · Claude 技能
dify ⭐ 158.9k · MCP 服务器
open-webui ⭐ 156.2k · MCP 服务器

Frequently Asked Questions

What is mcp-memory-service?

mcp-memory-service is Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.. It is categorized as a MCP 服务器 with 2.0k GitHub stars.

What programming language is mcp-memory-service written in?

mcp-memory-service is primarily written in Python. It covers topics such as agent-memory, agentic-ai, ai-agents.

How do I install or use mcp-memory-service?

You can find installation instructions and usage details in the mcp-memory-service GitHub repository at github.com/doobidoo/mcp-memory-service. The project has 2.0k stars and 354 forks, indicating an active community.

What license does mcp-memory-service use?

mcp-memory-service is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

View on GitHub → Browse MCP 服务器 tools