This is an early release preview. You may encounter bugs.

Answer your customers

Support agents, help-desk integrations and the chat channels they answer on.

21 tools

Tool

RAGFlow

Memory

infiniflow

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

ragdocument-processingknowledge-basecontext-engine

A+
Tool

OpenViking

Memory

volcengine

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

ragcontext-databasevector-dbknowledge-base

A+
Harness

AstrBot

Connectors

AstrBotDevs

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alte

qqtelegramdiscordplugin

A+
Tool

OpenWiki

CodingMemory

langchain-ai

CLI that generates and maintains documentation wikis for codebases and personal knowledge, built for agents

productivityclidocsknowledge-baseci-cd

A
Tool

Obsidian Wiki

MemoryData Wrangling

Ar9av

Framework for an AI agent to build and maintain a knowledge base in an Obsidian vault using Karpathy's LLM Wiki pattern

productivityobsidianknowledge-basemarkdownskill

A
Tool

WeKnora

MemoryCoding

Tencent

Self-hostable document-knowledge framework combining RAG Q&A, a ReAct reasoning agent, and auto-generated wikis

ragreact-agentknowledge-basevector-db

A
Tool

Claude Obsidian

MemoryData Wrangling

AgriciDaniel

Claude Code skills that file dropped sources into a self-organizing Obsidian vault of linked Markdown notes

productivityobsidianknowledge-graphknowledge-baselocal-first

A
Tool

Open Second Brain

MemoryCoding

itechmeat

Local-first 🧠 memory for Hermes Agent that lives in your Obsidian vault and remembers project context. Nightly 😴 dream passes turn repeat

obsidianknowledge-basepreference-learningtoken-optimization

A
Tool

OpenKB

Data WranglingMemory

VectifyAI

VectifyAI’s OpenKB compiles raw documents into an interlinked Markdown knowledge base before agents query it. PDFs, docs

knowledge-baseragdocument-processingcli

A
Tool

Clawith

CodingMemoryConnectors

dataelement

Your First AI Agents Company

multi-agentlong-term-memorycronauth

A
Tool

Ongrid

MonitoringConnectors

ongridio

An ops AI Agent that understands your infrastructure, finds the root cause, and fixes it — right from Slack, Telegram, Lark or DingTalk.

observabilityragslacktelegram

B
Harness

Odysseus

InterfaceResearchInference

odysseus-dev

Odysseus is a self-hosted workspace with powerful local tools. Keep auth enabled, keep private data out of Git, and do not expose raw model/service ports publicly.

productivitylocal-firstchatbotdockeremail

B
Tool

LLM Wiki

MemoryMonitoring

Pratiyush

LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sessions. Karpathy's LLM Wiki pattern — implemented an

knowledge-basesession-managementguistatic-site

B
Tool

Beever Atlas

MemoryConnectors

Beever-AI

What if your AI agent could carry its entire knowledge base as a single versioned artifact … built with a powerful model

ragknowledge-graphslackdiscord

B
Tool

OB1

Memory

NateBJones-Projects

Self-hosted vector-database memory with an open MCP protocol so multiple AI clients share one persistent store

vector-dblocal-firstsupabaseknowledge-base

B
Tool

Notion MCP Server

Connectors

makenotion

MCP server exposing Notion pages, databases and search to agents.

productivitymcp-servernotionoauthknowledge-base

B
Tool

OpenContext

MemoryCoding

0xranx

A personal context store for AI agents and assistants—reuse your existing coding agent CLI (Codex/Claude/OpenCode) with built‑in Skills/tool

token-optimizationknowledge-basecoding-agentdesktop

B
App

5ire

InterfaceMemory

nanbingxyz

Cross-platform desktop AI assistant and MCP client supporting multiple model providers and local knowledge bases

desktopmulti-providerknowledge-baseassistant

App

Agentwork

ConnectorsMemory

Connects to a team's existing tools and answers questions across them in plain language with checkable sources

productivityslacknotionknowledge-baserag

App

Cherry Studio

Interface

CherryHQ

Cross-platform desktop client for interacting with multiple LLM providers

productivitymulti-providerdesktopollamaknowledge-base

App

LLM Wiki

MemoryResearch

nashsu

LLM Wiki is a cross-platform desktop application that turns your documents into an organized, interlinked knowledge base.

productivityknowledge-basevector-dbknowledge-graphdocument-processing

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