AgentIndex icon
AgentIndex
aci logo
aci
★ 4.9k
vs
mdma logo
mdma
★ 71

aci vs mdma

aci: ACI.dev is an open-source tool-calling platform designed to connect over 600 tools to any AI agent or agentic IDE. It provides intent-aware tool access with multi-tenant authentication, granular permissions, and dynamic discovery through a Unified MCP server or a lightweight SDK.; mdma: MDMA extends Markdown with interactive components like forms, buttons, tables, and approval gates, allowing AI conversations to become actionable. It provides deterministic parsing, PII protection, and an audit trail. The tool includes a parser, runtime, React renderer, prompt pack for AI authoring, and a validator.

01

TL;DR

aci logo
aciAPI Integration · ★ 4.9k
When to choose:
  • 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.
When to skip:
  • 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.
Read aci full review →
mdma logo
mdmaAPI Integration · ★ 71

AI assistants generating structured forms and tables for data collection

Read mdma full review →
02

Side-by-Side Comparison

Field
aci logoaci
mdma logomdma
Category
API Integration
API Integration
Stars
★ 4.9k
★ 71
License
Apache-2.0
MIT
Install Command
git clone https://github.com/aipotheosis-labs/aci.git
npm install @mobile-reality/mdma-parser @mobile-reality/mdma-runtime @mobile-reality/mdma-renderer-react @mobile-reality/mdma-prompt-pack @mobile-reality/mdma-validator
Updated
4mo ago
1w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agents, Tool-calling, LLM Infrastructure
agent-skills, ai-agents, claude-skill
03

Features

aci logoaci
01600+ Pre-built Integrations
02Flexible Access Methods (MCP server or SDK)
03Multi-tenant Authentication
04Enhanced Agent Reliability
05Framework & Model Agnostic
mdma logomdma
01Interactive components: form, button, table, chart, callout, approval-gate, etc.
02AI authoring with model-optimized system prompts
03Built-in PII detection, redaction, and tamper-evident audit log
04Deterministic parsing from Markdown + YAML with validation and auto-fix
05React rendering library with custom component override support
04

Use Cases

aci logoaci
↳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).
mdma logomdma
↳AI assistants generating structured forms and tables for data collection
↳Building interactive document UIs for customer intake, bug reports, or approval workflows
↳LLM-generated dynamic interfaces with predictable schema and validation
05

Best For

aci logoaci
Essential
mdma logomdma
—
FAQ

FAQ

What is the difference between aci and mdma?
Both aci and mdma are in the API Integration category. aci has 4.9k stars, while mdma has 71 stars.
Which is better, aci or mdma?
The best choice depends on your use case. Choose aci if VibeOps: Automate devOps by letting your agentic IDE access Vercel, Supabase, Cloudflare, Sentry and more to ship live products., and mdma if AI assistants generating structured forms and tables for data collection.
Is aci free or open source?
Yes, aci is open source on GitHub (Apache-2.0).
Is mdma free or open source?
Yes, mdma is open source on GitHub (MIT).
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