nerq › MCP Servers › Memory & Context Management

Best MCP Servers for Memory & Context Management (March 2026)

Nerq found 4,107 MCP servers for memory & context management, ranked below by GitHub stars and weighted compliance score across 52 global AI jurisdictions. The top-ranked MCP server for memory & context management is williamzujkowski/strudel-mcp-server with 158 stars and a trust score of 93/100. MCP servers for persistent memory, context management, and vector storage for AI agents.

Last updated: March 10, 2026 | 4,107 servers in this category | Data from Nerq

Top 20 MCP Servers for Memory & Context Management

#NameStarsTrustAuthorLicenseDescription
1 williamzujkowski/strudel-mcp-server 158 A+ 93 williamzujkowski MIT A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assist
2 mcp-docs-service 53 A 88 alekspetrov MIT MCP Documentation Service is a Model Context Protocol implementation for managing documentation.
3 54yyyu/zotero-mcp 1,461 A 88 54yyyu MIT Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model
4 cyproxio/mcp-for-security 553 A 88 cyproxio MIT MCP for Security: A collection of Model Context Protocol servers for popular security tools like SQL
5 spences10/mcp-omnisearch 271 A 88 spences10 MIT 🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily,
6 Nekzus/npm-sentinel-mcp 18 A 86 Nekzus MIT A powerful Model Context Protocol (MCP) server that revolutionizes NPM package analysis through AI.
7 mcp-manager 280 A 86 amxv MIT A web UI for managing Model Context Protocol servers in the Claude Desktop app.
8 containers/kubernetes-mcp-server 1,182 A 85 containers Apache-2.0 Model Context Protocol (MCP) server for Kubernetes and OpenShift
9 gcloud-mcp 653 A 85 googleapis Apache-2.0 gcloud MCP server enables AI assistants to interact with models using the Model Context Protocol.
10 mcp-server-for-revit-python 88 A 85 mcp-servers-for-revit MIT A Python implementation of the Model Context Protocol for Autodesk Revit, facilitating interaction w
11 mark3labs/mcphost 1,559 A 84 mark3labs MIT A CLI host application that enables Large Language Models (LLMs) to interact with external tools thr
12 kimai_mcp 17 A 84 glazperle MIT A comprehensive Model Context Protocol (MCP) server for Kimai time-tracking integration.
13 bitbucket-mcp 1 A 84 tugudush MIT A read-only Model Context Protocol server for Bitbucket repositories and issues.
14 jalpp/chessagine-mcp 18 A 83 jalpp MIT ChessAgine MCP is a Model Context Protocol server that gives LLMs deep chess awareness by exposing c
15 simonkurtz-MSFT/drawio-mcp-server 17 A 83 simonkurtz-MSFT MIT A Model Context Protocol (MCP) server for programmatic diagram generation using Draw.io (Diagrams.ne
16 cfdude/mac-shell-mcp 17 A 83 cfdude MIT An MCP (Model Context Protocol) server for executing macOS terminal commands with ZSH shell. This se
17 bytemines/mycelium 13 A 83 bytemines MIT Universal AI Tool Orchestrator - Sync skills, MCPs, and memory across Claude Code, Codex, Gemini CLI
18 Cocoanetics/SwiftMCP 119 A 83 Cocoanetics BSD-2-Clause Model Context Protocol Server for Swift
19 jira-mcp 0 A 83 odesh009 MIT A comprehensive Model Context Protocol server for JIRA integration.
20 trendmicro/vision-one-mcp-server 27 A 82 trendmicro MIT The Trend Vision One Model Context Protocol (MCP) Server enables natural language interaction betwee

Other MCP Server Categories

Database & SQL GitHub & Git Browser & Web Automation Web Search & RAG File System & Documents API & Workflow Integration Code & Development Tools Slack, Email & Messaging Image Generation & Media Security & Authentication Task Automation & Workflows Monitoring & Observability Cloud & Infrastructure Data Analysis & Visualization Finance & Fintech Healthcare & Medical Education & Learning Legal & Compliance Claude Desktop Cursor IDE VS Code & Copilot

About MCP Servers for Memory & Context Management

MCP servers for persistent memory, context management, and vector storage for AI agents. Nerq tracks 4,107 MCP servers in the memory & context management category, each assessed against 52 global AI regulations including the EU AI Act, US state AI laws (California SB53, Colorado SB205), UK AI Bill, and more. Compliance scores are weighted by jurisdiction penalty severity — jurisdictions with higher fines (like the EU AI Act at up to €35M) have more impact on the score than voluntary frameworks.

All data is updated regularly. Use the Nerq API or MCP Server for programmatic access.