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aci
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aci

Active·★ 4.9k·Apache-2.0·Updated 2026-10-23
★ Essential★ Trending

ACI.dev is a platform that connects agents to external tools. The README says it hooks up 600+ tools into agentic IDEs or custom agents, with multi-tenant auth, granular permissions and dynamic tool discovery, exposed either as direct function calls or through a Unified MCP server. The idea is to avoid writing separate OAuth flows and API clients for each service such as Google Calendar or Slack.

The README's feature list covers 600+ pre-built integrations, built-in OAuth and secrets management for developers and end users, natural-language permission boundaries, tool-use logging and a framework- and model-agnostic design. Dynamic discovery is meant to let an agent find the right tool without stuffing every definition into the context window. Listed use cases include VibeOps (an IDE agent working with Vercel, Supabase, Cloudflare and Sentry), personal assistants, research agents, sales outreach and customer support.

This repository is the platform itself: backend and developer portal, each with its own README for local setup. The Unified MCP server lives in a separate `aci-mcp` repo, and there are Python and TypeScript SDKs. A managed service is offered at aci.dev. The README states everything is released under Apache 2.0. The last push was 2026-05-28. This review is based on the README and repository data; we have not run it ourselves.

This write-up is based on the project's README and public repository data. We have not hand-tested the tool. Data as of 2026-10-22.

License
Apache-2.0
Latest release
No GitHub releases
Last commit
2026-05-28
Contributors
29
Forks
486
Open issues and PRs
64
First published
2024-09-19

Source: GitHub, npm and PyPI public APIs.

#AI Agents#Tool-calling#LLM Infrastructure#DevOps Automation#API Management#Coding
$ Install
$ git clone https://github.com/aipotheosis-labs/aci.git
↗ Visit site★ GitHub
01

Features

01600+ Pre-built Integrations
02Flexible Access Methods (MCP server or SDK)
03Multi-tenant Authentication
04Enhanced Agent Reliability
05Framework & Model Agnostic
02

Why choose it

+600+ pre-built integrations with built-in OAuth and secrets management
+Dynamic tool discovery keeps tool definitions out of the context window
+Usable as an MCP server or through Python and TypeScript SDKs, with no framework lock-in
+Apache-2.0 including backend and developer portal, plus tool-use logging
03

Trade-offs

!Self-hosting means running a backend plus a portal, which is heavier than a single MCP server
!The MCP server is in a separate repo, so this one alone is not what most users install
!The managed service puts user credentials and tool calls through a third party
!Coverage and quality of the 600+ integrations will vary; check the ones you need
05

Maintenance check

ActiveChecked: 2026-10-24
Last commit
2026-10-23
Commits, last 90 days
9
Releases, last 90 days
0
Latest release
v0.0.1-beta.3 (2024-12-01)
Open issues
74
Recent issues with at least one comment
1/10
Commits per week, last 12 weeks
Commits per week, last 12 weeks: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 9

Oldest week on the left; the latest four weeks are orange. Source: GitHub commit activity.

Status rule: archived on GitHub = Archived; last commit within 90 days = Active; 91 to 365 days = Slowing; older = Stale. All figures come from the GitHub API on the date shown.

Most discussed open issues

  • #283 Does aci not support calling Local MCP Server?10 comments · 2025-04-30
  • #469 Setting up your workspace...6 comments · 2025-06-09
  • #308 App configuration page, replace the app link with a "Go to App" button5 comments · 2025-05-03
  • #346 Enable Sentry Bug Report Widget on the Dev Portal4 comments · 2025-05-09
  • #317 Log instruction filter related info for analytics4 comments · 2025-05-04

Issue titles are quoted from GitHub. Open the link to check whether a problem still applies to the version you use.

04

Who it fits

Pick it if
  • You want 600+ pre-built integrations with built-in OAuth and secrets management, so you do not write a client per service.
  • You want dynamic tool discovery so tool definitions stay out of the context window.
  • You want to use it as an MCP server or through Python and TypeScript SDKs, with no framework lock-in.
Look elsewhere if
  • You want a single MCP server to install: the MCP server lives in a separate repository, and self-hosting runs a backend plus a portal.
  • You do not want user credentials and tool calls to pass through a third party: that is how the managed service works.
  • You need a very actively developed project: our data shows the last push on 2026-05-28.
06

How it differs

open-connector logovs open-connector★ 6.1k

ACI lists 600+ integrations with dynamic discovery. OpenConnector lists 1,000+ providers and puts emphasis on keeping credentials out of the agent process.

Full comparison →
07

Compatibility

LLM Frameworks
Framework Agnostic
Verified via docs
AI Agents
Compatible with Any
Verified via docs
Agentic IDEs
Compatible with Any
Verified via docs
08

Quick start

1
$ git clone https://github.com/aipotheosis-labs/aci.git
09

Use cases

↳VibeOps: Automate devOps by letting your agentic IDE access Vercel, Supabase, Cloudflare, Sentry and more to ship live products.
↳Personal Assistant Chatbots: Build chatbots that can search the web, manage calendars, send emails, interact with SaaS tools, etc.
↳Research Agent: Conducts research on specific topics and syncs results to other apps (e.g., Notion, Google Sheets).
10

Alternatives

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On this page
01Features02Why choose it03Trade-offs05Maintenance check04Who it fits06How it differs07Compatibility08Quick start09Use cases10Alternatives
aipotheosis-labs /
aci
↗

Apache-2.0 tool-calling platform with 600+ integrations, multi-tenant auth and dynamic tool discovery, served as MCP or SDK

4.9k486Apache-2.0
Last commit5d ago
StatusActive
CategoryAPI Integration
Contributors29
Links
Documentation↗Discussion↗Issues↗Releases↗
Cloud Infrastructure
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