akb

by dnotitia · Memory & Knowledge · ★ 163

akb is an MCP server by dnotitia. AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP. It has 163 GitHub stars and ranks #266 of 1287 in Memory & Knowledge by stars.

Category: Memory & Knowledge
Author: dnotitia
GitHub stars: 163
This week: Tracking since 18 Oct 2026
Language: Python
License: Other
Last update: 2026-10-23 (yesterday)
Links: Source

agent
claude
claude-code
fastapi
knowledge-base
knowledge-graph
mcp
model-context-protocol
multi-tenant
pgvector
postgres
rag
+2 more

How to install akb

Install steps differ per project, so follow the README in the akb repository. Most MCP servers start with a single command (npx -y <package>, uvx <package> or a Docker image) that you add to your client's config. The install guide shows where that goes in Claude Code, Claude Desktop, Cursor and VS Code.

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Frequently asked questions

What is akb?

akb is an MCP server by dnotitia in the Memory & Knowledge category. AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP. It has 163 GitHub stars and ranks #266 of 1287 in Memory & Knowledge by stars.

Is akb free and open source?

akb lists its license as Other. Read the license text in the repository before using it in a commercial product, and check whether the service it connects to charges for API access.

What are the alternatives to akb?

Other Memory & Knowledge projects on MCP Harbor include open-webui, graphify, claude-mem. Each alternative links to its own page with stars, license and recent activity. The Memory & Knowledge category ranks all 1287 by stars, and you can re-sort it by growth this week.

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Data last updated 25 October 2026. Stars and downloads are refreshed every day from GitHub and npm.

akb