Akb
Connect your agent to a Git-backed organizational memory with hybrid search, structured tables, files, and a URI graph over MCP.
Overview
io.github.dnotitia/akb is an MCP server for the Build phase that connects agents to git-backed org memory with hybrid search, tables, files, and a URI graph.
What is this MCP server?
- Git-backed org memory exposed over MCP with hybrid search across content
- Tables, files, and a URI graph for linking entities your agents reuse
- npm stdio client (akb-mcp v2.0.4) with configurable AKB_MCP_URL backend
- Personal Access Token (AKB_PAT) auth—includes optional public demo endpoint
- Server version 2.0.4
- npm package identifier: akb-mcp
- Required env: AKB_MCP_URL, AKB_PAT
Community signal: 51 GitHub stars.
What problem does it solve?
Agents forget prior decisions and cannot query structured org knowledge unless you bolt on a real memory layer with search and linked resources.
Who is it for?
Indie teams and solo builders standing up agent products that need durable, git-aligned knowledge with hybrid retrieval.
Skip if: Quick single-file notes with no backend, or builders who refuse to host or use an AKB instance plus PAT.
What do I get? / Deliverables
After registration, your agent can search and traverse organizational memory through MCP instead of hallucinating or re-reading entire repos each session.
- MCP-accessible hybrid search over org memory
- File, table, and URI-graph queries usable inside agent sessions
Recommended MCP Servers
Journey fit
Persistent team memory is built when you wire agent tooling and knowledge bases into the product workflow—not at idea discovery. Agent-tooling is the canonical shelf for MCP servers that extend what agents can remember, query, and cite during implementation.
How it compares
MCP integration to a git-backed knowledge backend, not a generic vector-only plugin or a planning skill.
Common Questions / FAQ
Who is io.github.dnotitia/akb for?
Builders wiring Claude Code, Cursor, or similar agents to shared organizational memory with search, tables, files, and graph links.
When should I use io.github.dnotitia/akb?
During Build when you need agents to pull grounded org facts, specs, and linked URIs instead of ad-hoc repo grep.
How do I add io.github.dnotitia/akb to my agent?
Set AKB_MCP_URL to your instance or demo MCP endpoint and AKB_PAT to your token, then add the npm stdio package akb-mcp to your MCP client config.