AI Dev Impact Lab JA
← Topics ranking · 2026-10
GITHUB TOPIC

#knowledge-base

GitHub repositories that have self-applied the topic "knowledge-base" — a creator-tagged metadata that surfaces how AI projects describe themselves.

74
tagged repos
944
top 40 stars
19
with tool sigs
40
shown

REPOS Repos for #knowledge-base (top 40 by stars)

Ikalus1988/MisakaNet

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. | https://misakanet.org

Python ★ 512 AI 70 Solo 3 sig live ↗
IssacW228/student-llm-wiki

📚 Student LLM Wiki — AI-compiled knowledge base for university students. Drop course slides, get a persistent interlinked wiki. Feynman review, exam prep, confidence decay, cross-course connections. Based on Karpathy's LLM Wiki pattern. Works with Claude Cowork / Claude Code / Claudian + Obsidian.学生大语言模型维基百科——专为大学生打造的AI编译知识库。

★ 176 AI 100 3 sig
ddsyasas/llm-wiki

Open source local-first knowledge base maintained by an LLM agent. Implements Andrej Karpathy's LLM Wiki pattern.

TypeScript ★ 65 AI 100 Solo 1 sig live ↗
horry0214/SideAsk

AI side-question layer — ask aside, stay on track.

JavaScript ★ 52 AI 70
ismailperim/briefd

Your agents, briefed. Not flooded. Self-hosted context compiler: git-backed team knowledge served to coding agents as token-budgeted bundles over MCP.

Go ★ 31 AI 45 1 sig
UitbreidenOS/UitKit

Claude Code Skills, Agents & Plugins — UitKit

JavaScript ★ 14 AI 70 1 sig live ↗
rwnalds/engram

Self-hosted MCP server + dashboard giving Claude Code, Cursor & Hermes agents shared long-term memory over a git-backed markdown vault. Agent-native, Obsidian-compatible second brain — markdown RAG, no vector DB.

TypeScript ★ 14 AI 70
ashark-ai-05/opencanvas

Stop reading AI replies. Your LLM places typed widgets (charts, kanbans, code, live timers) on an infinite canvas. Any model incl. local Ollama, MCP-native, instant widgets with no API key. MIT.

TypeScript ★ 14 AI 60 Solo live ↗
fsbtactic-code/marketing-brain-skill

Portable marketing second brain for Codex, Claude Code, and Agent Skills with 502 sources for strategy, SMM, content, growth, CRO, and buyer psychology.

Python ★ 5 AI 100
supachai-j/open-knowledge-format-starter

Ready-to-fork starter for an AI-maintained knowledge base on the Open Knowledge Format (OKF) v0.1 — Markdown + YAML frontmatter, with a Claude Code skill, conformance validator, and EN/TH docs.

HTML ★ 5 AI 70 2 sig
ddenzu/karpathy-llm-wiki-second-brain

Obsidian + Claude Code template: Karpathy's LLM Wiki as a 4-axis second brain

★ 4 AI 100 1 sig
Aevorine/Synorive

Offline semantic search for everything on your disk - documents, code, PDFs, scanned images (OCR), video by the second. 100% local AI: hybrid RAG with keyword + vector + rerank, no API key, no cloud. Desktop app + 26 MCP tools for Claude Code, plus a multi-engine web researcher that quotes sources verbatim. 本地离线多模态语义检索

Python ★ 4 AI 70 Solo live ↗
inferis995/llm-wiki-portable

AI-powered knowledge base on a USB stick. 3D graph, markdown wikilinks, works with Claude Code & OpenCode. Zero install, fully portable.

Python ★ 3 AI 100
yucx-go/agent-knowledge

AI agent knowledge & long-term memory · MCP server, knowledge graph, BM25 + RRF retrieval · drop-in for Claude Code/ Openclaw/ Cursor / Codex / Hermes

Python ★ 3 AI 100 Solo 1 sig live ↗
hawkixs/brain-v42

Persistent memory for coding agents over MCP — typed knowledge, semantic search, session lifecycle. PostgreSQL + pgvector, FastMCP.

Python ★ 3 AI 75 2 sig
Kyrzin/kybase

Self-hosted persistent memory for AI agents. Markdown for humans, MCP for agents.

TypeScript ★ 3 AI 70 Solo live ↗
roamer-remote/FileX

AI-powered knowledge management platform with RAG, multi-engine OCR parsing, vector search, wiki graphs, and Agent skill integration. Docker Compose deployment.

Python ★ 3 AI 70 Solo live ↗
illodev/workfile

Repository-native Work, Docs, History and durable Memory for humans and AI agents — Markdown as the source of truth, with a local UI, CLI and MCP server

TypeScript ★ 3 AI 70 Solo 2 sig live ↗
XimilalaXiang/TrustRAG

Trustworthy AI Knowledge Workbench — Verifiable RAG with citation tracking, document-grounded review, and self-contained desktop mode. Windows / macOS / Linux / Android / iOS.

Dart ★ 3 AI 50 Solo live ↗
mstick3/brain

Local-first second brain: turns YouTube videos and podcasts into a searchable Markdown knowledge base with Claude. CLI + Telegram bot.

Python ★ 2 AI 100
wjixiang/dendrite

An AI-native KMS and next-gen RAG prototype. Enforces strict tree-shaped index constraints and compiler-like diagnostics after every write, enabling agents to self-heal knowledge structures and eliminate garbage-in, garbage-out RAG pain points.

Rust ★ 2 AI 70
planckcmy1005-cpu/douyin-distiller

把任意抖音博主蒸馏成可对话的 AI 知识分身 · download → transcribe → categorize → RAG

Python ★ 2 AI 70
incu6us/markdex

Self-hosted knowledge base for AI agents: ingest Markdown into Qdrant with H1-H...-aware chunking, hybrid (dense+sparse) search and cross-encoder reranking.

Go ★ 2 AI 70
DamianTodorovic/kepta

Local-first encrypted memory for AI agents — SQLCipher-encrypted, hybrid search (BM25 + vectors + graph), bi-temporal validity, MCP server for every client. AGPL-3.0.

TypeScript ★ 2 AI 70 Solo live ↗
ahmedtawfeeq1/loredex

Universal control system for coding agents: shared memory, cross-project handoffs, research management, & MCP + Obsidian dashboards across products/repos.

TypeScript ★ 2 AI 45 3 sig
AnemoneUwU/agent-forge-cli

Memex.ai-Inspired AI Knowledge Base 2026 - Smart Markdown Wiki with Graph Search & Static Publishing

HTML ★ 1 AI 100
shenchangmin/cairnkit

A knowledge-precipitation harness for Claude Code and Codex — the workflow is the pipe, knowledge is the moat. Single Rust binary + per-harness adapters with real per-role isolation.

Rust ★ 1 AI 100 2 sig
OdinKara/claude-kb

Local full-text search over your own exported Claude chat history and project docs. Stdlib SQLite FTS5, an MCP server so Claude can search it, and a browser extension to capture conversations without waiting for an export.

Python ★ 1 AI 100 1 sig
a2578348864a-sys/Agent-Memory-OS

A Local-First Multi-Agent Memory OS for AI Coding

PowerShell ★ 1 AI 100 Solo 2 sig live ↗
dwgx/designers-brain

A brain for designers — distilling artists' visual languages into composable, verifiable modules + an ask-first design-consultant skill for AI agents.

Python ★ 1 AI 100 2 sig
mopanc/saga

Topic-grained, layered memory layer for AI coding agents — local-first, MCP, single binary. Plug Claude Code / Cursor / Windsurf / Antigravity into persistent memory across sessions and machines.

Go ★ 1 AI 70
sp-squared/gtt-bot

GTT Bot — a RAG-powered Discord bot grounded in an Obsidian knowledge base. Local vector search, Claude API for answers, built for the Goju Tech Talk community.

Python ★ 1 AI 70
chuong1224/ton618

3D cockpit for markdown knowledge vaults — synthwave force graph, reader, finder, workspace, and real-time AI-agent activity replay & analytics. Zero deps, no build step.

Python ★ 1 AI 70 Solo 1 sig live ↗
1305731035-ux/project-visual-backoffice

跨AI框架通用的项目可视化后台 · Wiki知识库 · Git版本确认 · 一键开启新对话 · 拖拽布局

JavaScript ★ 1 AI 70
xiangbianpangde/vibe-coding-wiki

178-term bilingual taxonomy for AI-assisted programming: vibe coding, agentic engineering, Claude Code, MCP, RAG, and more. Static HTML/JS, per-layer async load, offline cache, primary-source citations.

JavaScript ★ 1 AI 70 Solo live ↗
1281227309-art/shangjiu

让世界喝懂中国威士忌的开源 AI 插件(面向国产威士忌的 MCP 工具)。国威品鉴 · 选酒导购 · 产区图谱 · 内容生成,诚实数据 + 品鉴漏斗。

HTML ★ 1 AI 70 Solo live ↗
Budtender3000/loka-master

Machine-actionable Knowledge Artifact vault and deterministic tooling for AI coding agents

Python ★ 1 AI 70 1 sig
EricZehuaChang/KBase

企业私有化知识库系统(单租户):文档摄取 → 混合检索 → 带引用的问答 → 内容治理与渠道接入。Docker Compose 一键部署,lite 单容器不需要 GPU、standard 五服务共用同一镜像。引用溯源到文档/章节/页码,命中图文章节附原图;扫描件 OCR 与 VLM 解析、表格结构保留(行组不拆散、跨页断表合并)、飞书 wiki 整树导入(含画板)与定时增量同步;Embedding/向量库/LLM/OCR/分块器全插槽;RBAC + 库级 ACL + SSO + 审计 + 评测回归 + 运营看板;OpenAI 兼容 API 与 MCP Server;飞书 / 企业微信机器人;中/英/马三语界面。通用定位,不绑单一客户场景。

Python ★ 1 AI 60 1 sig
dja1369/okf-system

Persistent memory for Claude Code — your sessions distilled into a Google OKF knowledge bundle (plain markdown you own, not a database you're locked into) and injected back at the start of every session.

JavaScript ★ 1 AI 60 2 sig
Jidoseal/jidoseal-mcp

MCP server: check a folder of markdown against Open Knowledge Format (OKF) v0.2 and JidoSeal-defined Bronze/Silver/Gold frontmatter tiers (not ISO certification), locally, from Claude, Cursor, GitHub Copilot, Codex, Gemini CLI or a local model. Engine proprietary; no-egress is a vendor claim, see README.

Python ★ 1 AI 60 live ↗

RELATED Other topics · full topics ranking →

#claude-code

2,838

#ai-agents

2,208

#llm

1,699

#claude

1,484

#mcp

1,376

#python

1,357

#developer-tools

1,237

#ai

1,038

#codex

1,005

Aggregated by case-insensitive match against topics_json of each repo's latest content snapshot. methodology