AgentConnect
An open-source hub that lets several AI agents from different providers (Claude, OpenAI, DeepSeek, Gemini) work as teammates inside Slack, Discord, Telegram and GitHub, each with its own role, memory and permissions.
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Description
As teams start using more than one AI coding or chat assistant, a new problem shows up: those agents don't know about each other, can't hand off work, and each needs its own separate setup. AgentConnect is an attempt to fix that by giving AI agents a shared place to work — inside the chat apps and code hosts a team already uses, rather than a new dashboard nobody opens.
It's a self-hostable, open-source platform (Apache 2.0) that connects to Slack, Discord, Telegram and GitHub, and lets you assign each agent a role, a model, a workspace, persistent memory and specific permissions — so one agent can watch for support questions while another reviews pull requests, and they can pass context between each other instead of starting from zero every time. It supports agents from multiple providers (Claude, OpenAI, DeepSeek, Gemini, Grok, Pi, or any ACP-compatible runtime) through a single console, with Docker and Kubernetes deployment options for teams that want to run it on their own infrastructure and keep code and conversations off third-party servers.
💬 Our review
The short version: AgentConnect is betting that the next step after "one AI assistant" isn't a smarter single agent, it's several specialized agents that share memory and can hand off work to each other across the tools your team already uses.
Being open source, self-hostable and provider-agnostic (Claude, OpenAI, DeepSeek, Gemini, Grok) is the real strength here — it avoids locking a team into one AI vendor's ecosystem, and the promise that only model API calls leave your infrastructure (not code or conversations) matters for teams wary of sending everything to a third party. With 151 GitHub stars and 1,262 commits it's an active but still small project, not yet a mature, battle-tested platform — expect some rough edges and a learning curve to get role assignments, permissions and memory working the way you want across four different chat platforms. The hosted AgentConnect Cloud version is still waitlist-only with no published pricing, so today this is really a tool for teams comfortable self-hosting; if you just want one AI agent answering in Slack, this is more setup than you need — it earns its complexity once you actually have multiple agents that need to coordinate.
💰 Pricing
📊 Global score
🤖 AI-enriched data
Version open source auto-hébergée : gratuite (licence Apache 2.0). AgentConnect Cloud (version hébergée) : liste d'attente, tarifs non publiés. Offre Enterprise avec SSO sur devis.
Pros
Open source, licence Apache 2.0, auto-hébergeable
Compatible avec plusieurs fournisseurs IA (Claude, OpenAI, DeepSeek, Gemini, Grok)
S'intègre à Slack, Discord, Telegram et GitHub
Mémoire persistante et permissions granulaires par agent
Cons
Projet encore petit (151 stars GitHub), pas encore mature
AgentConnect Cloud encore en liste d'attente, aucun prix public
Configuration multi-agents/multi-plateformes demande un temps d'apprentissage réel