AgentIndex icon
AgentIndex
Brave Search MCP logo
Brave Search MCP
★ 1.5k
vs
memory-cloud logo
memory-cloud
★ 12

Brave Search MCP vs memory-cloud

Brave Search MCP: The Brave Search MCP server is part of the official Model Context Protocol reference implementations. It gives AI agents real-time web search via the Brave Search API, enabling access to current news, facts, and web content that the model's training data doesn't cover. A foundational MCP integration for any agent requiring up-to-date information retrieval.; memory-cloud: Kagura Memory Cloud is a self-hosted MCP server that gives AI agents and teams adaptive memory. It combines hybrid search with a neural memory graph that learns which memories belong together, and works with Claude, ChatGPT, Gemini and any MCP-compatible client.

01

TL;DR

Brave Search MCP logo
Brave Search MCPMCP Servers · ★ 1.5k

Giving AI agents access to current events, news, and web data beyond training cutoff

Read Brave Search MCP full review →
memory-cloud logo
memory-cloudMCP Servers · ★ 12

Give AI agents memory that persists across conversations

Read memory-cloud full review →
02

Side-by-Side Comparison

Field
Brave Search MCP logoBrave Search MCP
memory-cloud logomemory-cloud
Category
MCP Servers
MCP Servers
Stars
★ 1.5k
★ 12
License
MIT
Apache-2.0
Install Command
docker run -i --rm -e BRAVE_API_KEY docker.io/mcp/brave-search
git clone https://github.com/kagura-ai/memory-cloud.git
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Model Context Protocol, LLM, AI Agents
adaptive-memory, agent-memory, ai-agents
03

Features

Brave Search MCP logoBrave Search MCP
01Real-time web search via Brave Search API with configurable result count and freshness
02Part of the official MCP reference server collection maintained by the MCP steering group
03Supports web search, news search, and local POI search
04Configurable filtering by country, language, and time range
05Free tier available; paid tier for higher rate limits
memory-cloud logomemory-cloud
01Hybrid search plus a neural memory graph
02Python SDK with REST clients and a file ingestor
03Self-hosted with an LLM knowledge base pattern
04

Use Cases

Brave Search MCP logoBrave Search MCP
↳Giving AI agents access to current events, news, and web data beyond training cutoff
↳Building research agents that verify facts with live search results
↳Augmenting any MCP-compatible AI assistant with real-time web search
memory-cloud logomemory-cloud
↳Give AI agents memory that persists across conversations
↳Share a team knowledge base with several AI clients
05

Best For

Brave Search MCP logoBrave Search MCP
EssentialTrending
memory-cloud logomemory-cloud
—
FAQ

FAQ

What is the difference between Brave Search MCP and memory-cloud?
Both Brave Search MCP and memory-cloud are in the MCP Servers category. Brave Search MCP has 1.5k stars, while memory-cloud has 12 stars.
Which is better, Brave Search MCP or memory-cloud?
The best choice depends on your use case. Choose Brave Search MCP if Giving AI agents access to current events, news, and web data beyond training cutoff, and memory-cloud if Give AI agents memory that persists across conversations.
Is Brave Search MCP free or open source?
Yes, Brave Search MCP is open source on GitHub (MIT).
Is memory-cloud free or open source?
Yes, memory-cloud is open source on GitHub (Apache-2.0).
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Related

Alternatives to Brave Search MCP →Alternatives to memory-cloud →Brave Search MCP details →memory-cloud details →