Other Tools and Integrationsβ€’ MCP Alternatives Guide

Best Alternatives to Memory

Looking for an alternative to Memory? Whether you need a different runtime environment, custom authentication support, or alternative API integrations in the Other Tools and Integrations ecosystem, we have cataloged and compared the top alternative MCP servers below.

Browse all Other Tools and Integrations servers β†’View Memory Specs β†’
Memory logo
Target Reference Server

Memory Overview

Memory MCP server gives an AI client persistent storage in a local knowledge graph backed by a JSONL file. It models information as named entities with typed observations and directed relations, then exposes tools for reading, searching, creating, updating, and deleting that data. Use it when an agent needs user or project context to survive across conversations. It runs over stdio and supports both newer and 2025-era MCP protocol handshakes.

Primary Use Cases for Memory:
  • Remember user preferences across conversations
  • Store project facts and relationships
  • Search prior context by entity or observation text
  • Maintain a local graph of people, organizations, and events

Specification Matrix: Memory vs Alternatives

Direct comparison of key metrics, runtimes, authentication methods, and community popularity.

Server NameRuntimeAuthPricingGitHub StarsDownloadsAction
Memory logoMemory (Target)
npxNo auth requiredFree91,814β€”Current
Server Everything logoServer EverythingnpxNo auth requiredFree91,814β€”
Actors MCP Server logoActors MCP ServernpxOAuthBring your own API key (usage-based cost)14,899β€”
Notion MCP Server logoNotion MCP ServernpxAPI keyFree179β€”
MCP Hfspace logoMCP HfspacenpxAPI keyFree389β€”
Interactive MCP logoInteractive MCPnpxNo auth requiredFree351β€”
MCP Time logoMCP TimenpxNo auth requiredFree25β€”
Time logoTimeuvxNo auth requiredFree91,814β€”
Cookwala logoCookwalanpxβ€”β€”β€”β€”
Rocketride Server logoRocketride ServeruvxAPI keyFree19,934β€”
Metorial logoMetorialuvxAPI keyFree3,374β€”
FluxDown logoFluxDownβ€”No auth requiredFree5,377β€”
MCP Cli logoMCP CliuvxNo auth requiredFree2,021β€”

Detailed Evaluation of Memory Alternatives

Server Everything logo

Server Everything

Runtime: npxOther Tools and Integrations

Protocol test server covering MCP tools, resources, prompts, notifications, transports, schemas, and long-running operations.

Key Features:
Supports stdio, Streamable HTTP, and deprecated HTTP+SSE transports
Demonstrates structured content, annotations, schemas, images, and resource links
Exercises progress updates and protocol notifications
13 0 91,814
Actors MCP Server logo

Actors MCP Server

Runtime: npxOther Tools and Integrations

Connects AI agents to Apify Actors for web scraping, data extraction, browser automation, and Actor management.

Key Features:
Apify Store Actor discovery and schema inspection
Actor execution, monitoring, and cancellation
Dataset and key-value-store access
9 0 14,899
Notion MCP Server logo

Notion MCP Server

Runtime: npxOther Tools and Integrations

Connects AI agents to Notion through three compact MCP tools for reading, writing, querying, and automating workspace content.

Key Features:
Three MCP tools covering 43 Notion operations
Token authentication for headless and unattended use
Page, database, block, comment, file, and template operations
9 0 179
MCP Hfspace logo

MCP Hfspace

Runtime: npxOther Tools and Integrations

Connect Claude Desktop to Hugging Face Spaces for image, audio, text, vision, and chat tasks.

Key Features:
Search Hugging Face Spaces semantically
Call configured Space endpoints over MCP
Upload files from a working directory or URL
9 0 389
Interactive MCP logo

Interactive MCP

Runtime: npxOther Tools and Integrations

Adds local prompts, notifications, and multi-question chat sessions to MCP workflows.

Key Features:
Pop-up user input prompts
Predefined options for questions
Persistent intensive chat sessions
5 0 351
MCP Time logo

MCP Time

Runtime: npxOther Tools and Integrations

Perform natural-language time calculations, timezone conversions, formatting, and comparisons through MCP.

Key Features:
Natural-language relative time parsing
Timezone conversion with IANA names
Date and time arithmetic
10 0 25
Time logo

Time

Runtime: uvxOther Tools and Integrations
Verified

Get current time and convert clock times across IANA timezones through two MCP tools.

Key Features:
Current-time lookup by IANA timezone
Timezone conversion for 24-hour clock times
Automatic system timezone detection
11 0 91,814
Cookwala logo

Cookwala

Runtime: npxOther Tools and Integrations

Searches Cookwala recipes by diet, allergens, method, or language and performs read-only dry runs.

Key Features:
24 read-only MCP tools
Recipe search with diet, allergen, method, and language filters
Recipe dry runs
0 0
Rocketride Server logo

Rocketride Server

Runtime: uvxOther Tools and Integrations

Expose RocketRide AI pipelines as callable MCP tools for Claude, Cursor, and Windsurf.

Key Features:
Exposes RocketRide pipelines as MCP tools
Supports Claude, Cursor, and Windsurf
Works with portable JSON pipeline definitions
6 0 19,934
Metorial logo

Metorial

Runtime: uvxOther Tools and Integrations

Connects AI agents to external systems through managed integrations, authentication, permissions, and auditability.

Key Features:
1200+ integrations
OAuth and token lifecycle management
RBAC, SAML SSO, and IAM
1 0 3,374
FluxDown logo

FluxDown

Runtime not confirmedOther Tools and Integrations

Manage FluxDown downloads, queues, and RSS subscriptions from MCP-compatible AI clients.

Key Features:
HTTP/HTTPS, FTP, magnet, and BitTorrent task creation
Progress, speed, and status reporting
Individual and bulk pause or resume controls
16 0 5,377
MCP Cli logo

MCP Cli

Runtime: uvxOther Tools and Integrations

CLI for testing and interacting with MCP servers through chat, direct commands, scripted modes, and tool execution.

Key Features:
Chat, interactive, command, and direct-command modes
Concurrent MCP tool execution
Session persistence and conversation export
4 0 2,021

Frequently Asked Questions: Memory Alternatives

The top-rated alternatives to Memory in the Other Tools and Integrations category include Server Everything, Actors MCP Server, Notion MCP Server. These servers offer complementary or alternative capabilities depending on your deployment stack and authentication requirements.

Memory and its alternatives vary by runtime requirement (Node.js/npx, Python/uvx, Docker, or remote HTTP/SSE endpoints). Check the specification comparison table above to verify command requirements before installing.

It varies by server. Pricing, auth and license are declared by each maintainer and shown in the comparison table where provided β€” a dash means nothing was declared, so check that project's own site before assuming it's free.

Click the "Compare side-by-side β†’" button on any alternative card to see an in-depth comparison matrix covering feature lists, stars, npm downloads, install configurations, and schema specifications.