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pypi

mcp-memory-service

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

2k stars10k/wkupdated 0d agogithub ↗
55poor
▣ Overview
License: Apache 2.0PyPI versionPythonGitHub starsWorks with LangGraphWorks with CrewAIWorks with AutoGenWorks with ClaudeWorks with CursorRemote MCPclaude.ai Browser CompatibleOAuth 2.0Sponsor
27 credentials detected in repository history via Gitleaks
▣ Score BreakdownMCPScore = Σ(raw × weight)
DimensionRawWeighted
Security
35%
0
0.0
Freshness
25%
100
25.0
Adoption
20%
81
16.1
Quality
10%
90
9.0
Trust
10%
50
5.0
Total
55.1
⚿ Capabilities & Risk Explainer
fs readfs writenetworkexecevalsecrets
◆ Risk level: high
fs read + fs write + network + exec + eval + secrets active — can execute code, access credentials, and make external network calls.
⚙ Install config
Claude Desktop · Cursor · Windsurf · VS Code (Copilot) · Claude Code
add to your MCP client config:
{
  "mcpServers": {
    "mcp-memory-service-1": {
      "command": "uvx",
      "args": [
        "mcp-memory-service"
      ]
    }
  }
}
📈 Score historylast 27 snapshots
5/10/20266/6/2026 · 27 snapshots
⚙ Maintenance health
maintenance data not yet available — check back later.
⛁ Raw data
weekly downloads10k
github stars2k
forks299
open issues15
license✓ present
readme length44005 chars
last commit0d ago
last updated8h ago
install verified✓ pass · 20d ago
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