SERVER

MemoryForge AI with Redis, PostgreSQL, and Qdrant

Rank #32,306

smithery/cpretzinger/ai-assistant-simple

Updated 9-16-25 Fixed EV issues Connections should be solid! v3.1.0 GREAT NEWS: The server will now work for everyone - Railway users, Heroku users, Render users, etc.! ***ONLY ADD EVS that APPLY TO YOUR OWN INSTANCES - Leave Blank if unused - :) Update 9-15-25 v3.0 fixed semantic search temporal tool: Add this at the beginning of n8n workflows to give temporal context UPDATED 9/1/2025! NEW TOOLS! Use the Redis Stream tools with n8n MCP Client Node for use anywhere! The Ultimate Context Intelligence Engine Transform your AI into a memory master with lightning-fast recall and semantic superpowers. MemoryForge AI is the most advanced context management system ever built for AI assistants. Combining blazing-fast Redis caching, rock-solid PostgreSQL persistence, and cutting-edge Qdrant vector search, it gives your AI perfect memory that never forgets and always finds exactly what you need. ⚡ Why MemoryForge Dominates: 🚀 Sub-millisecond Context Retrieval - Redis-powered cache makes your AI respond instantly 🎯 Semantic Memory Search - Find related information even when you can't remember exact words 💎 Bulletproof Persistence - PostgreSQL ensures your context survives forever 🔄 Real-time Sync - Pub/sub notifications keep everything perfectly synchronized 🧬 Auto-Embedding Magic - Automatically converts text into searchable vector embeddings 🎭 Multi-Session Mastery - Juggle unlimited parallel conversations and contexts 🎪 Perfect For: Conversation Continuity - Never lose track of what you were discussing Document Intelligence - Instantly find relevant emails, notes, and files Project Memory - Maintain context across complex, long-term projects Knowledge Synthesis - Connect related ideas from different conversations Personal AI Assistant - Build an AI that truly knows and remembers you Stop fighting with forgetful AI. Start building with MemoryForge - where every conversation builds on the last, and every search finds exactly what matters. Your AI's memory just got a PhD in remembering everything that matters.

Versions unknown
14 GitHub stars
by cpretzinger (2 servers)View repository ↗
First listed
Aug 19, 2025
Last publish date
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PURPOSE

What you can do with MemoryForge AI with Redis, PostgreSQL, and Qdrant

MemoryForge AI with Redis, PostgreSQL, and Qdrant is a Model Context Protocol (MCP) server published by cpretzinger. It ranks #32,306 of 150,963 active servers on MCP Toplist, and its repository has 14 GitHub stars. MemoryForge AI with Redis, PostgreSQL, and Qdrant is listed across 2 registries — Smithery and Glama; no version information is available from the registries that list it or from its repository. It was first listed on Aug 19, 2025.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What MemoryForge AI with Redis, PostgreSQL, and Qdrant can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using MemoryForge AI with Redis, PostgreSQL, and Qdrant

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Oct 22, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

Hosted endpoint declared as requiring authentication.

INSTALLATION AND FIRST TASK

Connect MemoryForge AI with Redis, PostgreSQL, and Qdrant and confirm it works

Remote · HTTP
claude mcp add --transport http ai-assistant-simple https://server.smithery.ai/cpretzinger/ai-assistant-simple/mcp

This endpoint requires authentication — see the server’s docs for credentials.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by cpretzinger
View all cpretzinger servers →

No task-specific alternatives are catalogued for MemoryForge AI with Redis, PostgreSQL, and Qdrantyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Aug 19, 2025
Version history
Unavailable — no registry exposes versions and no release tags were found
Requirements evidence
Declared by Glama, last synced Oct 22, 2026. Not independently verified by MCP Toplist.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Oct 22, 2026
Registry sightings

Do you maintain MemoryForge AI with Redis, PostgreSQL, and Qdrant? to correct or enrich this profile.

VERSIONS

Version information unavailable

The registries that list this server do not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.

STANDING
#32,306of 150,963 active serversTop 25%

Ranks ahead of 118,657 of 150,963 servers on MCP Toplist.

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MCP Toplist: Top 25% of 150,963
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FAQ

Frequently asked questions

Who maintains MemoryForge AI with Redis, PostgreSQL, and Qdrant?
MemoryForge AI with Redis, PostgreSQL, and Qdrant is maintained by cpretzinger, which publishes 2 MCP servers tracked on MCP Toplist.
Is MemoryForge AI with Redis, PostgreSQL, and Qdrant listed on the Official MCP Registry?
MemoryForge AI with Redis, PostgreSQL, and Qdrant is not on the Official MCP Registry. It is listed on Smithery and Glama.
How many versions does MemoryForge AI with Redis, PostgreSQL, and Qdrant have?
Version information is unavailable for MemoryForge AI with Redis, PostgreSQL, and Qdrant: no registry that lists it exposes version metadata, and no release tags were found on its repository.
Where can I find the source code for MemoryForge AI with Redis, PostgreSQL, and Qdrant?
The source code for MemoryForge AI with Redis, PostgreSQL, and Qdrant is hosted at github.com/cpretzinger/memory-forge.
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