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akb
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akb

Active·★ 163·NOASSERTION·Updated 2026-10-22

AKB is an agent knowledgebase that serves organizational memory for AI agents over the Model Context Protocol (MCP). It provides hybrid semantic + keyword search, structured tables, files, and a URI graph, all backed by Git for version history. Designed as a drop-in alternative to Confluence or Notion for MCP-aware agents like Claude Code, Cursor, and Windsurf.

#agent#claude#claude-code#fastapi#knowledge-base#knowledge-graph#mcp
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Guides
#mcp-servers
$ Install
$ cp config/app.yaml.example config/app.yaml && cp config/secret.yaml.example config/secret.yaml && docker compose up -d
↗ Visit site★ GitHub
01

Features

01Git-backed version history for all documents and files
02MCP (Model Context Protocol) integration via Streamable HTTP and stdio
03Hybrid search (dense + BM25) with RRF fusion
04Structured documents and tables with Markdown and YAML frontmatter
05Explicit knowledge graph with relations (depends_on, related_to, implements)
02

Compatibility

Claude Code
Claude Code (CLI / VS Code / JetBrains)
Verified via docs
Claude Desktop
Claude Desktop (macOS / Windows)
Verified via docs
Cursor
Cursor
Verified via docs
Windsurf
Windsurf
Verified via docs
Cline
Cline
Verified via docs
Continue
Continue
Verified via docs
03

Quick start

1
$ cp config/app.yaml.example config/app.yaml
2
$ cp config/secret.yaml.example config/secret.yaml
3
$ docker compose up -d
04

Use cases

↳Provide persistent memory and knowledge management for AI coding agents
↳Replace Confluence or Notion for agent-accessible documentation
↳Manage complex project knowledge with structured docs, tables, and graph relationships
05

Alternatives

⚡Top VS:
VSopen-ontologies★1.2k→VSOpenStudy★76→VSstudy-dashboard★76→

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dnotitia /
akb
↗

AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.

163
Last commit1d ago
StatusActive
CategoryMemory & Context
Links
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