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mcpdeck

mcpdeck is an MCP server, listed under memory & vectors. It reaches qdrant. Its repository has 2 GitHub stars and is licensed under MIT; we last read it on 2026-10-25.

mcpdeck is an intelligent MCP router that selects tools using embeddings, semantic search, and Retrieval-Augmented Generation (RAG) over a Qdrant vector database. It is built with Python and FastAPI and can be run using Docker.

Install

MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. mcpdeck’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.

Read mcpdeck’s own install instructions ↗

What it reaches, and what it needs

Reaches
qdrant
Credential
○ none found

What it connects to

Wraps
Qdrant

Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.

Maintenance

Stars
2
State
listed
Licence
MIT
From the repository

Intelligent MCP (Model Context Protocol) router that selects tools via embeddings, semantic search, and RAG over a Qdrant vector database. Python · FastAPI · Qdrant · Docker.

View on GitHub ↗2026-10-25

mcpdeck compared with similar servers

mcpdeck compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
mcpdeck (this page)qdrantNone listed22026-07-16MIT
mcp-server-qdrantqdrant(1 shared)QDRANT_API_KEY1,5532026-09-04Apache-2.0
mem0-mcp-selfhostedgoogle, qdrant(1 shared)GOOGLE_API_KEY1112026-03-13MIT
skills-mcpqdrant, workers(1 shared)QDRANT_API_KEY, WORKERS_AI_API_TOKEN102026-05-29Apache-2.0
imprint-memory-layerqdrant(1 shared)None listed02026-05-27Apache-2.0
mcp-knowledge-graph—None listed8862026-05-29MIT

Ranked by services in common with mcpdeck, then by stars. Figures are from each repository when we last read it.

Common questions about mcpdeck

What does mcpdeck do?
mcpdeck is an intelligent MCP router that selects tools using embeddings, semantic search, and Retrieval-Augmented Generation (RAG) over a Qdrant vector database. It is built with Python and FastAPI and can be run using Docker.
How do I install mcpdeck?
Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/anirudhlath/mcpdeck
What does mcpdeck connect to, and what does it need?
It reaches qdrant.
Is mcpdeck official and is it maintained?
We found nothing naming it as a vendor’s official server. Its repository has 2 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-07-16.
What licence does mcpdeck use?
The repository declares the MIT licence.

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