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

Nerq found 4,600 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 gcloud-mcp with 653 stars and a trust score of 81/100. MCP servers for persistent memory, context management, and vector storage for AI agents.

Last updated: May 06, 2026 | 4,600 servers in this category | Data from Nerq

Top 20 MCP Servers for Memory & Context Management

#	Name	Stars	Trust	Author	License	Description
1	gcloud-mcp	653	A 81	googleapis	Apache-2.0	gcloud MCP server enables AI assistants to interact with models using the Model Context Protocol.
2	strava-mcp	239	A 80	r-huijts	MIT	A Model Context Protocol (MCP) server for accessing Strava data through AI.
3	Office-PowerPoint-MCP-Server	1,524	B+ 76	GongRzhe	N/A	A MCP (Model Context Protocol) server for PowerPoint manipulation using python-pptx. This server pro
4	mcp	289	B 76	oracle	UPL-1.0	Repository containing MCP (Model Context Protocol) servers that provides a suite of tools for managi
5	memory-mcp	1	B 75	danielsimonjr	MIT	Memory MCP Server for enhanced model context protocol with various features.
6	Flux GitOps	579	B 74	https://github.com/controlplaneio-fluxcd/flux-operator	N/A	Provides a bridge between Kubernetes GitOps operations and Flux CD ecosystem, enabling debugging, re
7	mcp	0	B 74	tinywasm	MIT	A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM a
8	mcp	4	B 74	viant	Apache-2.0	MCP is a Go implementation of the Model Context Protocol for seamless AI model integration.
9	mcp-server-asana	0	B 74	84emllc	MIT	MCP server for Asana - task, project, and workspace management via Model Context Protocol
10	context-window-manager	0	B 73	mcp-tool-shop-org	N/A	MCP server for lossless LLM context restoration via KV cache persistence
11	rangta10/kali-mcp-server	3	B 73	rangta10	NOASSERTION	Kali Linux MCP (Model Context Protocol) Server built with Node.js for seamless integration with LLMs
12	fibaro-mcp	1	B 73	ikari-software	MIT	A Model Context Protocol server for controlling Fibaro home automation devices.
13	Azure/aks-mcp	115	B 73	Azure	N/A	A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It s
14	windows-desktop-use-mcp	0	B 73	utenadev	MIT	A Windows screen capture server for AI assistants using the Model Context Protocol (MCP).
15	dbt-labs/dbt-mcp	493	B 72	dbt-labs	N/A	A MCP (Model Context Protocol) server for interacting with dbt.
16	Tor-Search-MCP	0	B 72	BigBang142	N/A	Anonymously searches the web using Tor and the Model Context Protocol.
17	Claude-Code-Development-Kit	1,310	B 72	peterkrueck	N/A	Handle context at scale - my custom Claude Code workflow including hooks, mcp and sub agents
18	applescript-mcp	0	B 72	adamrdrew	GPL-3.0	A Model Context Protocol (MCP) server that provides LLM access to macOS AppleScript automation.
19	datagouv/datagouv-mcp	36	B 72	datagouv	MIT	Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore
20	imbenrabi/Financial-Modeling-Prep-MCP-Server	113	B 72	imbenrabi	N/A	A Model Context Protocol (MCP) implementation for Financial Modeling Prep, enabling AI assistants to

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 4,600 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.