What is the key difference between Hipocampo and Celiums Memory?

Hipocampo belongs to the Knowledge & Memory category with cloud HTTP/SSE execution, while Celiums Memory belongs to the Knowledge & Memory category with cloud HTTP/SSE execution.

How do I install Hipocampo or Celiums Memory in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Hipocampo and Celiums Memory free or paid?

Hipocampo operates under a Free / Open Source model (No auth required). Celiums Memory operates under a Free / Open Source model (API Key required).

Which MCP server has more tools and community activity?

Hipocampo lists 11 tools with 1 views and 3 GitHub stars. Celiums Memory lists 6 tools with 2 views and 22 GitHub stars.

Can I use both Hipocampo and Celiums Memory together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

How do I install Hipocampo or Celiums Memory in Claude Desktop, Cursor, or Windsurf?

Both servers follow the standard Model Context Protocol configuration format. Simply copy the JSON block from the configuration section above and paste it into your AI client's mcpServers configuration object (for instance in claude_desktop_config.json or ~/.cursor/mcp.json ), then completely restart or refresh the application.

Are Hipocampo and Celiums Memory free to use, or do they require API keys?

Hipocampo is listed under a Free / Open Source model with No auth required . Celiums Memory operates under a Free / Open Source model with API Key required . If environment variables are required (such as API keys), be sure to define them under the env key in your MCP client's configuration file.

Can I run both Hipocampo and Celiums Memory at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both carrasquelalex1-hipocampo and celiums-celiums-memory as distinct keys inside the single mcpServers object in your configuration file. Your AI assistant will automatically select and call the appropriate tool from either server during chat sessions.

Which MCP server has higher directory engagement and quality ratings?

On AllMCPs, Hipocampo has a Quality Score of 59 /100 ( Good ) with 1 views, 0 installs, and 3 GitHub stars. Celiums Memory holds a Quality Score of 56 /100 ( Good ) with 2 views, 0 installs, and 22 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Hipocampo vs Celiums Memory

In-depth architectural comparison of the Hipocampo and Celiums Memory MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Hipocampo

Knowledge & Memory · Remote HTTP/SSE

Quality: 59/100 (Good) | Auth: No auth required

Celiums Memory

Knowledge & Memory · Remote HTTP/SSE

Quality: 56/100 (Good) | Auth: API Key required

Verdict Summary: Choose Hipocampo if you need specialized Knowledge & Memory tools running via a hosted cloud SSE transport. Choose Celiums Memory if your workspace requires Knowledge & Memory integration with remote web transport. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Hipocampo when:

You need dedicated capabilities in the Knowledge & Memory domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: memoria_vectorial, memory_items, related.

Explore Hipocampo Details

Choose Celiums Memory when:

You need dedicated capabilities in the Knowledge & Memory domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: API Key required (Free / Open Source).
You have access to required keys: PORT, DATABASE_URL, SQLITE_PATH, QDRANT_URL, VALKEY_URL, CELIUMS_API_KEY, CELIUMS_LLM_API_KEY, KNOWLEDGE_API_URL.
Primary tools included: Hybrid retrieval combining vector, full-text, and affective resonance, Append-only, hash-chained first-person journal, Four-layer open ethics engine with deterministic and probabilistic checks.

Feature & Specification Comparison

Specification	Hipocampo carrasquelalex1 Knowledge & Memory	Celiums Memory celiums Knowledge & Memory
Summary	Dual-memory MCP system (PostgreSQL 17 + pgvector + NVIDIA NIM). 11 tools: search, save, profile, health, auto-repair, stats, tune, dedup, checkpoint, maintenance. Sparse Selective Caching (SSC) with 4-phase progressive retrieval. Bilingual EN/ES. python scripts/hipocampomcpserver.py	Cognitive memory engine with 5,100+ knowledge modules, circadian rhythm awareness, and emotional state tracking (PAD model). Hybrid search (PostgreSQL + Qdrant vectors + Valkey cache), per-user memory isolation, and multi-protocol support (MCP, REST, OpenAI, LangChain, A2A). npx @celiums/memory Website
Category & Scope

Tools & Capabilities Breakdown

Hipocampo Tools (11)

memoria_vectorial

memory_items

follow_up

part_of

references

similar

chain

episodica

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Hipocampo Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "carrasquelalex1-hipocampo": {
      "url": "https://alexbell1-hipocampo-mcp.hf.space/mcp"
    }
  }
}

Celiums Memory Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "celiums-celiums-memory": {
      "url": "https://img.shields.io/badge/license-Apache%202.0-blue.svg)](LICENSE"
    }
  }
}

Frequently Asked Questions

Hipocampo is categorized under Knowledge & Memory and uses a remote streaming HTTP/SSE transport. In contrast, Celiums Memory belongs to Knowledge & Memory using remote streaming HTTP/SSE transport. Select Hipocampo when you need capabilities focused on knowledge & memory and Celiums Memory when you require tools for knowledge & memory.

More alternatives to Hipocampo More alternatives to Celiums Memory Knowledge & Memory category hub