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aiqbee-ai

aiqbee-ai is an MCP server, listed under memory & vectors. Its repository has 7 GitHub stars and is licensed under MIT; we last read it on 2026-10-23.

Provides developer tools and integrations for connecting AI assistants to the Aiqbee knowledge graph through the MCP.

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. aiqbee-ai’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.

What it reaches, and what it needs

Reaches
○ not recognised
Credential
○ none found

Maintenance

Stars
7
State
listed
Licence
MIT
From the repository

Official Aiqbee AI developer tools and integrations. Connect AI assistants to your Aiqbee knowledge graph via MCP.

aiqbee-ai compared with similar servers

aiqbee-ai compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
aiqbee-ai (this page)—None listed72026-10-16MIT
mcp-server-qdrantqdrantQDRANT_API_KEY1,5532026-09-04Apache-2.0
mcp-knowledge-graph—None listed8862026-05-29MIT
chroma-mcpchromaCHROMA_API_KEY, CHROMA_CUSTOM_AUTH_CREDENTIALS6012025-09-17Apache-2.0
caura—None listed5042026-10-25Apache-2.0
MemoryMesh—None listed3542026-03-01MIT

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

Common questions about aiqbee-ai

What does aiqbee-ai do?
Provides developer tools and integrations for connecting AI assistants to the Aiqbee knowledge graph through the MCP.
How do I install aiqbee-ai?
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/Aiqbee/aiqbee-ai
Is aiqbee-ai official and is it maintained?
We found nothing naming it as a vendor’s official server. Its repository has 7 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-16.
What licence does aiqbee-ai use?
The repository declares the MIT licence.

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