Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with built-in identity, access control, and full observability.
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| 2026-08-09 | 2881 |
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Today
+11 stars today
This week
+79 stars this week
This month
+422 stars this month
Momentum
183.0
growth rate 2.13%/day
<div align="center">
<img src="docs/img/jarvis_vertical_logo_w_text_light_bkg.svg" alt="Jarvis Registry Logo" width="100%">
**Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP gateway with built-in identity, access control, and full observability.**
[](https://github.com/ascending-llc/jarvis-registry/blob/main/LICENSE)
[](https://github.com/ascending-llc/jarvis-registry/releases)
[🚀 Quick Start](#quick-start) | [📖 Documentation](https://jarvisregistry.com/) | [🎬 Demo](https://youtu.be/EUqWc_mAaXs) | [🌐 Website](https://ascendingdc.com/jarvis-ai/jarvis-registry/)
</div>
---
## What is Jarvis Registry?
**Jarvis Registry** is an open-source, enterprise-grade **MCP (Model Context Protocol) and A2A Agent Gateway and Workflow Orchestration platform** built by [ASCENDING Inc](https://ascendingdc.com/jarvis-ai/).
It solves one of the hardest problems in enterprise AI: giving AI copilots and autonomous agents **secure, governed access** to internal tools and data — without fragmented integrations or security blind spots.
| Capability | Description |
|---|---|
| **MCP Gateway & Reverse Proxy** | Single authenticated entry point for all AI clients and agents using MCP over SSE or Streamable HTTP |
| **AI Copilot Integration** | Connect Cursor, Claude Desktop, GitHub Copilot, VS Code, and any MCP-compatible copilot to enterprise tools |
| **A2A Agent Orchestration** | Register and manage autonomous agents; orchestrator agents coordinate worker agents through the same secure gateway |
| **Identity & Access Management** | OAuth 2.0/OIDC with Keycloak, Amazon Cognito, and Microsoft Entra ID — no custom auth code needed |
| **Fine-Grained Access Control** | ACL engine enforces scope-based, role-based permissions down to the individual tool level |
| **Skill & Context-Based Discovery** | Semantic search over skills, descriptions, and tags so agents and copilots find the right MCP server or A2A agent at runtime |
| **Audit & Observability** | Full request logging, OpenTelemetry tracing, and Prometheus metrics |
---
<div align="center">
<a href="https://youtu.be/EUqWc_mAaXs">
<img src="https://img.youtube.com/vi/EUqWc_mAaXs/maxresdefault.jpg" alt="Watch Jarvis Registry Demo on YouTube" width="640" />
</a>
<p><em>▶ Watch the demo — click to open on YouTube</em></p>
</div>
---
## Quick Start
```bash
# Clone the repository
git clone https://github.com/ascending-llc/jarvis-registry.git
cd jarvis-registry
# Copy and configure environment
cp .env.example .env
# Edit .env with your identity provider credentials
# Setup Python Virtual Environment
uv sync --all-packages
source .venv/bin/activate
# Start all services
docker compose --profile full up -d
# Open the registry UI
open http://localhost:80
```
See the full [Get Started guide](docs/quick-start.md) for detailed instructions.
## Documentation
Full documentation is available at **[jarvisregistry.com](https://jarvisregistry.com)**:
| Section | Description |
|---|---|
| [Why Use Registry](https://jarvisregistry.com/FEATURES/) | Benefits, use cases, and competitive advantages |
| [Get Started](https://jarvisregistry.com/quick-start/) | Installation, configuration, and first run |
| [Core Features](https://jarvisregistry.com/features/auth-server/) | IDP integration, MCP/A2A registry, federation |
| [Architecture & Design](https://jarvisregistry.com/design/security-design/) | Security, RBAC, ACL, agent workflow, federation |
| [Project](https://jarvisregistry.com/CONTRIBUTING/) | Contributing, license, and code of conduct |
---
## Deployment
Cloud-native deployment guides are available for:
- **AWS** — EKS
- **Azure** — AKS
- **GCP** — GKE
- **Docker Compose** — Full local stack in under 5 minutes
---
## Contributing
Excerpt of 5,561 characters
Read on GitHub
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Amit Arora · Amazon · United States
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Caleb Mabry
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Dheeraj Oruganty · @aws
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Debbie Philips · AWS · United States
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Aaron Brown · Amazon Web Services · United States
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:396d920f319c1e09, topic:mcp, readme:model context protocol, readme:mcp server
matched fp:396d920f319c1e09, topic:orchestration