The Operating System for Agentic Intelligence
mAIndala is the trust & governance control plane for agentic AI. We maintain a verified catalog of MCP services, Skills, and Agents — then give organizations one place to govern the tools, credentials, and actions of every agent they run, including agents built on other platforms.
Our Mission
The shift from AI assistants to AI agents is not incremental — it is architectural. Agents need to act: browse the web, call APIs, read and write files, coordinate with other agents, and do so reliably across thousands of services. The bottleneck is no longer model capability. It is infrastructure.
As agents move from experimentation to production, a second challenge emerges: trust. Enterprises and individuals alike need to know that the Skills they install, the Agents they deploy, and the MCP services they connect carry no hidden risks. mAIndala addresses this directly — every item in the catalog is analyzed for security, rated by the community, and governed by a transparent publish process.
mAIndala exists to build the complete stack: a universal catalog of MCP-compatible services, a library of verified Skills, an expanding roster of deployable Agents, and the infrastructure to create, curate, and deploy all of them — from a private team environment to a live cloud endpoint.
One control plane for every agent
mAIndala governs agents at the boundaries every agent has to cross — no matter where the agent was built: LangGraph, CrewAI, Copilot Studio, Bedrock, in-house, or on mAIndala itself.
Inventory
Build a single registry of every agent operating in your organization, each with an Agent Bill of Materials: what it is, what it can touch, and how risky it is.
Verify
Risk-scan agent and capability definitions with OWASP-aligned checks, approve or block, and get alerted when an approved agent later changes.
Control
Route agent tool and data access through a policy gateway with allow/deny rules, rate limits, time-of-day windows, and DLP redaction — every call audited.
Broker & revoke
Agents act with scoped, short-lived credentials from an encrypted vault and never hold long-lived secrets. Revoke access instantly with a one-click kill-switch.
What We Offer
MCP Services
2,500+ community-rated MCP servers spanning every domain — searchable by capability, transport, auth method, quality rating, and Trust status. Queryable by AI agents at inference time via our MCP Gateway.
Skills
Reusable prompt packages that encode how to perform a specific task. Install a Skill to unlock its prompts in Claude, your IDE, or any agent harness. Create, verify, and publish your own. 1,890+ Skills and growing.
Agents
Multi-step agent blueprints that chain Skills, MCP tools, and built-in capabilities into complete workflows. Build manually or use the AI Agent Builder. Deploy to a live cloud endpoint or run locally with one command.
Private Groups
Curate a vetted catalog of Skills, Agents, and MCP services for your team. Members see only what you have approved. Group API keys give agents scoped access to the approved stack with no individual install required.
Cloud Deployment
One-click deployment to Google Cloud Run. Bring your own cloud credentials and LLM API key. Live endpoint in under 60 seconds.
What Makes mAIndala Different
Other platforms list MCP servers. mAIndala is the full lifecycle — from creation and verification to curation and cloud deployment.
mAIndala Verified
Every Skill, Agent, and MCP service in the catalog is automatically analyzed for security before it reaches users. Items receive a Verified, Partial, or Unverified badge based on objective criteria aligned with OWASP Agentic AI security principles. No other MCP catalog does this at scale.
Private Catalog for Teams
Create Skills and Agents visible only to your group, add private MCP server URLs, and control who can publish to the broader catalog. A built-in publish flywheel takes content from group-private → unlisted → public, with governance gates at each step.
Bring Your Own LLM
Deploy to Google Cloud Run today. Use Anthropic, OpenAI, Google Gemini, or xAI. mAIndala does not lock you into a specific model provider — bring your credentials, we provide the runtime.
AI Agent Builder
Describe what you want an agent to do in plain language. The platform searches the real catalog for matching Skills and MCP services and assembles a complete deployable agent — nodes, routing logic, and execution configuration included. No manual wiring required.
Run Locally, Free
Any agent in the catalog runs on your laptop with one command: npx maindala run agent/<slug>. The agent starts in Docker with your own LLM API key. No cloud account, no subscription. Explore and test before you commit to cloud deployment.
The Problem We Are Solving
The agentic era is arriving faster than the infrastructure supporting it. Three structural gaps are holding it back.
AI tools are fragmented
Thousands of AI-capable services exist across every domain — but they speak different protocols, expose incompatible interfaces, and have no common way to be discovered. Builders waste months integrating tools that should take hours.
Agents cannot coordinate reliably
Multi-agent workflows require agents to find each other, negotiate capabilities, and chain work across service boundaries. Without a shared registry and a standard protocol, coordination collapses into brittle, hand-rolled glue code.
Enterprises lack a trusted, governed AI catalog
As AI agents begin taking real actions — writing code, calling APIs, managing data — enterprises need to know which tools they can trust, with what permissions, and under what governance. A shared, verified catalog of AI capabilities is now critical infrastructure.
How mAIndala Helps
mAIndala is the connective tissue between agents and the services they need. We provide:
- Universal discovery — A searchable, filterable catalog of 2,500+ MCP-compatible services — queryable by capability, category, auth method, transport, and rating.
- mAIndala Verified — Automated security analysis gives every Skill, Agent, and MCP service a trust rating before it reaches users. Community ratings, reviews, and a transparent publish process add additional signal.
- Skills library — A growing collection of community-authored and mAIndala-verified prompt packages that encode domain expertise. Install a Skill to unlock its prompts in any AI environment.
- Agents catalog — Ready-to-deploy multi-step agent blueprints. Each Agent bundles Skills, routing logic, and cloud configuration — deploy to a live endpoint or run locally in Docker with a single CLI command.
- Private Catalog — Groups and enterprises curate vetted, private collections of Skills, Agents, and MCP services. One Group API key gives agents scoped access to the approved stack — no individual installs required.
- Cloud Deployment — Any Agent deploys to a live HTTPS endpoint in under 60 seconds. Bring your own cloud and LLM credentials — mAIndala provides the runtime, orchestration, and activity monitoring.
- Agent-native API — An MCP Gateway agents can connect to at inference time — discover services, install Skills, and deploy Agents programmatically without human intervention.
- Open platform — Any service provider can list their MCP server. Any developer can publish a Skill or Agent. The catalog auto-indexes from public registries and surfaces new entries immediately.
Data Sources & Attribution
The mAIndala catalog is built on open data and community-contributed listings. Auto-indexed entries are sourced from the following open registries, used in accordance with their respective licenses:
Community-curated list of MCP servers, maintained by Frank Fiegel.
Official reference implementations and registry maintained by the MCP steering group under LF Projects.
Community-submitted services are provided by their respective owners. If you are a service owner and would like to update or remove your listing, please use the community forum or contact us directly.
Govern, curate, and deploy — on your terms
Whether you are governing agents across your organization, curating a private team catalog, or building and deploying agents yourself — mAIndala is your starting point.