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

Nerq found 5,782 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 80/100. MCP servers for persistent memory, context management, and vector storage for AI agents.

5,782 servers in this category | Data from Nerq

Top 20 MCP Servers for Memory & Context Management

#	Name	Stars	Trust	Author	License	Description
1	williamzujkowski/strudel-mcp-server	158	A 80	williamzujkowski	MIT	A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assist
2	mark3labs/mcp-go	8,181	B 78	mark3labs	MIT	A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM a
3	54yyyu/zotero-mcp	1,461	B 78	54yyyu	MIT	Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model
4	mcp-docs-service	53	B 76	alekspetrov	MIT	MCP Documentation Service is a Model Context Protocol implementation for managing documentation.
5	CoderGamester/mcp-unity	1,343	B 75	CoderGamester	MIT	Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code,
6	containers/kubernetes-mcp-server	1,182	B 75	containers	Apache-2.0	Model Context Protocol (MCP) server for Kubernetes and OpenShift
7	cyproxio/mcp-for-security	553	B 74	cyproxio	MIT	MCP for Security: A collection of Model Context Protocol servers for popular security tools like SQL
8	gcloud-mcp	653	B 74	googleapis	Apache-2.0	gcloud MCP server enables AI assistants to interact with models using the Model Context Protocol.
9	CodeGraphContext/CodeGraphContext	783	B 74	CodeGraphContext	MIT	An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI
10	mcp-manager	280	B 74	amxv	MIT	A web UI for managing Model Context Protocol servers in the Claude Desktop app.
11	Nekzus/npm-sentinel-mcp	18	B 74	Nekzus	MIT	A powerful Model Context Protocol (MCP) server that revolutionizes NPM package analysis through AI.
12	Log-Analyzer-with-MCP	149	B 73	awslabs	Apache-2.0	A Model Context Protocol (MCP) server that provides AI assistants access to AWS CloudWatch Logs for
13	strava-mcp	239	B 73	r-huijts	MIT	A Model Context Protocol (MCP) server for accessing Strava data through AI.
14	CoplayDev/unity-mcp	6,132	B 73	CoplayDev	MIT	Unity MCP acts as a bridge, allowing AI assistants (like Claude, Cursor) to interact directly with y
15	modelcontextprotocol/python-sdk	21,879	B 73	modelcontextprotocol	MIT	The official Python SDK for Model Context Protocol servers and clients
16	after-effects-mcp	196	B 73	Dakkshin	MIT	MCP Server for Adobe After Effects. Enables remote control (compositions, text, shapes, solids, prop
17	Pimzino/spec-workflow-mcp	3,896	B 73	Pimzino	GPL-3.0	A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tool
18	backlog-mcp-server	141	B 73	nulab	MIT	A Model Context Protocol (MCP) server for interacting with the Backlog API, enabling AI-driven proje
19	rekog-labs/MCP-Nest	578	B 72	rekog-labs	MIT	A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, r
20	mcp-server-for-revit-python	88	B 72	mcp-servers-for-revit	MIT	A Python implementation of the Model Context Protocol for Autodesk Revit, facilitating interaction w

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 Docker & Containers Kubernetes & K8s Slack Integration Email & SMTP Notion & Wikis Jira & Issue Tracking Testing & QA Documentation & Docs PDF & Document Processing Spreadsheets & CSV Vector Databases LLM & Model Serving RAG & Knowledge Retrieval AI Agents & Orchestration Browser Control Terminal & Shell AWS & Amazon Cloud Google Cloud Platform Microsoft Azure Supabase Firebase PostgreSQL MySQL & MariaDB MongoDB Redis & Caching GraphQL REST API WebSocket & Realtime

About MCP Servers for Memory & Context Management

MCP servers for persistent memory, context management, and vector storage for AI agents. Nerq tracks 5,782 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.