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akb MCP Server

dnotitia/akb

Score: 85.0 → 0% Rank #919 Database
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AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.

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Overview

dnotitia/akb is a Python tool. AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP. Topics: agent, claude, claude-code, fastapi, knowledge-base, knowledge-graph, mcp, model-context-protocol, multi-tenant, pgvector, postgres, rag, react, vector-search.

Ranked #919 out of 24846 indexed tools.

In the top 4% of all indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python NOASSERTION
agentclaudeclaude-codefastapiknowledge-baseknowledge-graphmcpmodel-context-protocolmulti-tenantpgvectorpostgresragreactvector-search

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 162

162 stars → growing community

Freshness 25% 1d ago

Last commit 1d ago → actively maintained

Issue Health 25% 93%

100/107 issues closed → responsive maintainer

Contributors 10% 8

8 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 10
Description Good
License NOASSERTION

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for dnotitia/akb
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Matched Queries

topic:mcptopic:model-context-protocol

From the README

<p align="center">
  
</p>

# AKB — Agent Knowledge Base

> **Organizational memory for AI agents.** PostgreSQL-native knowledge base served
> over the **Model Context Protocol (MCP)** — agents read and write directly
> with hybrid semantic + keyword search, structured tables, files, and a URI
> graph. Drop-in alternative to Confluence / Notion for Claude Code, Cursor,
> Windsurf, and any MCP-aware agent.

## Works with

Any agent client that speaks **MCP (Streamable HTTP or stdio)**:

- **Claude Code** — CLI / VS Code / JetBrains
- **Claude Desktop** — macOS / Windows
- **Cursor**, **Windsurf**, **Cline**, **Continue** — via the
  [`akb-mcp`](https://www.npmjs.com/package/akb-mcp) stdio proxy
- Custom agents — direct HTTP `POST /mcp/` with a Bearer token

The default flow uses a Personal Access Token. Deployments with the
optional **MCP OAuth Resource Server** path turned on (via Keycloak as
the AS — see [`docs/mcp-clients/web-connectors.md`](./docs/mcp-clients/web-connectors.md))
als
Read full README on GitHub →

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