Meta Global AI Hackathon 2026 — Project Directory
Unofficial Community TrackerUnofficial community tracker of 864 public repositories built for the hackathon — indexed by category, track, commit activity since October 26, pull requests, automated test suites, containerization, and working deployments.
Submission Deadline
Judging: Nov 5–8 · Finals: Nov 9
Wed, Nov 4 at 9:00 PM EST · Thu, Nov 5 at 02:00 UTC
Build Window · 65.5% elapsed
78.0h remaining
Oct 26, 12:00 EDT Kickoff
Nov 4, 21:00 EST Freeze
03d
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06h
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00m
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00s
Indexed Repositories
864
64,506 commits in window
Active Since Oct 26
864
100.0% active in window
20+ Commits
493
57.1% high commit cadence
Automated Tests
488
56.5% include test suites
Dockerized
128
14.8% include Dockerfile
Live Deployments
232
94 with video demos
Projects by Category
Click any category to filter directory
Track Split & Repository Signals
Across all 864 submissions
Hackathon Track Distribution
603 vs 261 repos
Active since Oct 26
864 (100.0%)
Clean-slate repos (Oct 26+)
824 (95.4%)
20+ commits in window
493 (57.1%)
Automated test suites
488 (56.5%)
Live web deployments
232 (26.9%)
Uses PR workflow
208 (24.1%)
Custom / local model weights
199 (23.0%)
Dockerized applications
128 (14.8%)
Video walkthroughs
94 (10.9%)
Activity & Demo Velocity Over Time
4h snapshots since Oct 29
Tracked Repos
864+314
Total Commits
64,506+44,291
Live Apps
232+210
Video Demos
94+83
● Cumulative Commits
● Live Apps
● Video Demos
Meta AI Models & Stack
Click any stack to filter directory
Repository Directory
Showing top 50 of 864 repositories
| # | Repository | Track & Category | Score | Commits | PRs | Live App | Video | Docker | Tests |
|---|---|---|---|---|---|---|---|---|---|
| 1▲1 | watt-mind/pii-guard ★ 9 |
T2
Developer Tooling, Infra & Security
|
10.0 | 431+214 | 455 | Live ↗ | Video ↗ | ✓ | ✓ |
| 2 | ta-amps/agora-public-overview-architecture-setup-and-contribution 6 repos |
T2
Developer Tooling, Infra & Security
|
9.8 | 551+551 | 136 | Live ↗ | Video ↗ | ✓ | ✓ |
| 3▲7 | alsopgroup/lanemint-meta-hackathon ★ 1 |
T2
Business, Finance & Operations
|
9.7 | 112+20 | 34 | Live ↗ | Video ↗ | ✓ | ✓ |
| 4▲31 | QuintinBotes/stint |
T2
Developer Tooling, Infra & Security
|
9.4 | 372+141 | 3 | Live ↗ | Video ↗ | — | ✓ |
| 5▲363 | matrixagentsocial/matrix-globe |
T2
Developer Tooling, Infra & Security
|
9.3 | 62+15 | — | Live ↗ | Video ↗ | — | ✓ |
| 6 | 0xNoramiya/ventriloquist |
T1
Healthcare, Civic & Sustainability
|
9.2 | 102+102 | 10 | Live ↗ | Video ↗ | ✓ | — |
| 7 | quanticsoul4772/glint |
T2
Developer Tooling, Infra & Security
|
9.1 | 457+457 | 15 | Live ↗ | Video ↗ | — | ✓ |
| 8 | halo-sw/ithaca |
T1
General & Emerging Applications
|
9.0 | 591+591 | 21 | Live ↗ | Video ↗ | ✓ | ✓ |
| 9 | thecodekaizen/veil ★ 1 |
T2
Developer Tooling, Infra & Security
|
8.8 | 203+2032 pre | 1 | Live ↗ | Video ↗ | — | — |
| 10 | samoxis/blinkflow |
T2
Robotics, IoT & Hardware
|
8.8 | 153+153 | — | Live ↗ | Video ↗ | — | ✓ |
| 11▲46 | bgaravelos/montivo ★ 2 |
T1
Gaming & Creative Media
|
8.7 | 359+174 | 4 | Live ↗ | Video ↗ | ✓ | ✓ |
| 12▼11 | tamzid2001/frontiersight-ai |
T2
Multimodal Vision & Video (SAM)
|
8.6 | 92+25 | 5 | Live ↗ | Video ↗ | ✓ | ✓ |
| 13 | ziffan/LexRAGLab-Meta2026Hackathon ★ 1 |
T2
Business, Finance & Operations
|
8.4 | 449+449 | — | Live ↗ | Video ↗ | — | — |
| 14▼9 | ConWan30/qortime-ai |
T2
Gaming & Creative Media
|
8.4 | 29 | 28 | Live ↗ | Video ↗ | — | ✓ |
| 15 | rockeykotwal/backend-friend ★ 4 |
T2
Developer Tooling, Infra & Security
|
8.3 | 112+112 | 42 | Live ↗ | Video ↗ | — | ✓ |
| 16 | prohle/schedulesolve-ai |
T1
Autonomous Agents & Workflows
|
8.3 | 105+105 | — | Live ↗ | Video ↗ | ✓ | ✓ |
| 17▲66 | Unclefole/yebo-muse-agent |
T1
Business, Finance & Operations
|
8.3 | 82+14 | 37 | Live ↗ | Video ↗ | — | ✓ |
| 18 | denmarkamanodaya/meta-hackathon-nimbytes |
T1
Multimodal Vision & Video (SAM)
|
8.2 | 485+485 | 10 | Live ↗ | Video ↗ | ✓ | ✓ |
| 19▼15 | edward321416-maker/fieldless ★ 1 |
T1
Healthcare, Civic & Sustainability
|
8.2 | 333+75 | — | Live ↗ | — | ✓ | ✓ |
| 20▲41 | StefanRohringer/muse-qc-cell |
T2
Robotics, IoT & Hardware
|
8.2 | 154+86 | 7 | Live ↗ | — | ✓ | ✓ |
| 21 | IgnacioSearles/oqed ★ 1 |
T2
Developer Tooling, Infra & Security
|
8.2 | 105+105 | — | Live ↗ | — | — | ✓ |
| 22▲300 | agmonp/muse-life-graph |
T1
Gaming & Creative Media
|
8.2 | 59+41 | — | Live ↗ | Video ↗ | — | ✓ |
| 23▼17 | sushant-me/only-you |
T2
Developer Tooling, Infra & Security
|
8.1 | 269+10 | — | Live ↗ | — | ✓ | ✓ |
| 24 | athos-agent/athos ★ 5 |
T2
Developer Tooling, Infra & Security
|
8.1 | 229+22921 pre | 100 | Live ↗ | Video ↗ | — | ✓ |
| 25▼2 | antonmareo10/conforme |
T1
Business, Finance & Operations
|
8.1 | 55+9 | — | Live ↗ | Video ↗ | — | — |
| 26▲17 | dl88jing/seefix |
T1
Multimodal Vision & Video (SAM)
|
8.1 | 15+6 | — | Live ↗ | Video ↗ | — | ✓ |
| 27 | nikolareljin/orphan-parts ★ 1 |
T1
Business, Finance & Operations
|
8.0 | 479+479 | 92 | Live ↗ | — | ✓ | — |
| 28▲22 | creativeheadz/wegweiser-eyewitness |
T2
Developer Tooling, Infra & Security
|
8.0 | 65+16 | — | Live ↗ | Video ↗ | — | ✓ |
| 29▲44 | seekdaseek/iussum-agent |
T2
Business, Finance & Operations
|
8.0 | 29+10 | — | — | Video ↗ | — | ✓ |
| 30 | zariffromlatif/muse-cleanroom ★ 1 |
T2
Developer Tooling, Infra & Security
|
8.0 | 22+22 | — | Live ↗ | Video ↗ | — | — |
| 31 | seanudeke/Expectrail |
T2
Developer Tooling, Infra & Security
|
7.9 | 462+462 | 170 | Live ↗ | — | — | ✓ |
| 32▲8 | DivDev93/OfficeOfOtherwise-MetaHackathon |
T1
Gaming & Creative Media
|
7.9 | 161+116 | 10 | — | Video ↗ | ✓ | ✓ |
| 33▲110 | swopno1/vivereply-concierge ★ 2 |
T1
Business, Finance & Operations
|
7.9 | 94+46 | 11 | Live ↗ | Video ↗ | — | ✓ |
| 34▼6 | zenith4eva/crew-sync |
T1
Multimodal Vision & Video (SAM)
|
7.9 | 41+19 | — | — | Video ↗ | ✓ | ✓ |
| 35 | phil10xs/vergefield-os ★ 6 |
T1
Business, Finance & Operations
|
7.9 | 38+38 | — | — | Video ↗ | ✓ | ✓ |
| 36 | phil10xs/vergecare-meta ★ 6 |
T1
Business, Finance & Operations
|
7.9 | 38+38 | — | — | Video ↗ | ✓ | ✓ |
| 37▼19 | alined-labs/vitrina |
T1
Business, Finance & Operations
|
7.8 | 141+34 | 140 | — | — | ✓ | ✓ |
| 38 | Hisernberg/spanguard |
T2
Developer Tooling, Infra & Security
|
7.8 | 32+32 | 1 | — | — | ✓ | ✓ |
| 39 | donovan-ratefison/Zotra |
T1
Business, Finance & Operations
|
7.7 | 179+179 | — | Live ↗ | Video ↗ | ✓ | — |
| 40▲404 | coder-RT/recall |
T1
Healthcare, Civic & Sustainability
|
7.7 | 122+121 | 10 | Live ↗ | — | — | — |
| 41▲294 | prashanth-ds-ml/anubhav |
T1
Autonomous Agents & Workflows
|
7.7 | 121+89 | — | Live ↗ | — | ✓ | ✓ |
| 42 | seanudeke/Nightshift |
T2
Developer Tooling, Infra & Security
|
7.6 | 462+462 | 170 | Live ↗ | — | — | ✓ |
| 43▼7 | Gruya13/codeproof |
T2
Developer Tooling, Infra & Security
|
7.6 | 227+101 | — | — | Video ↗ | ✓ | ✓ |
| 44▲3 | CipherPRG/onboardiq |
T2
Developer Tooling, Infra & Security
|
7.6 | 174+82 | — | Live ↗ | — | ✓ | ✓ |
| 45▲3 | DhabtPlatform/souk-lens-indie |
T1
Business, Finance & Operations
|
7.6 | 88+24 | — | Live ↗ | Video ↗ | — | ✓ |
| 46 | Bhav-ikkk/spectra |
T2
Developer Tooling, Infra & Security
|
7.6 | 60+60 | — | Live ↗ | — | ✓ | ✓ |
| 47 | aauthier2385/dealer-social-ai-hackathon ★ 1 |
T1
Business, Finance & Operations
|
7.6 | 27+27 | — | Live ↗ | Video ↗ | — | ✓ |
| 48▼36 | gokhunyayla/muse-servicedesk ★ 1 |
T1
Autonomous Agents & Workflows
|
7.5 | 193+21 | — | — | Video ↗ | — | ✓ |
| 49 | momoikura/The-Polisher ★ 2 |
T2
Developer Tooling, Infra & Security
|
7.5 | 119+119 | 1 | Live ↗ | — | — | ✓ |
| 50▲120 | hosbe1/Proof-Carrying-Code-Meta-AI-Hackathon-2026 ★ 1 |
T2
Developer Tooling, Infra & Security
|
7.5 | 94+77 | 80 | — | — | — | ✓ |
Scoring Methodology
Calibrated to the official hackathon rubric weights (0–10 scale)
Impact
30% (3.0 pts)
Evaluates problem specificity, canonical domain & track alignment, quantitative evaluation/benchmark evidence, Docker packaging, and architecture scope.
Meta AI Tooling
25% (2.5 pts)
Measures verified Meta Model API & Muse Spark usage, multi-model pipelines (SAM 3.1, Muse Wonder/Image/Voice/Code), and fine-tuned open weights (Muse Glimmer / Muse Spark Open).
Technical Depth
20% (2.0 pts)
Checks incremental commit cadence since October 26, modular source tree structure, automated test & evaluation suites, CI workflows, and PR review discipline.
Demo Completeness
25% (2.5 pts)
Verifies 3-minute video walkthroughs, reproducible local setup instructions (Quickstart / .env.example / Docker), live web deployments, and visual documentation.
View Exact Point-by-Point Scoring Formula & Eligibility Rules ▾ Expand
1. Impact Max 3.0 pts (30%)
- Base active hackathon repository+1.0
- Track 2 (Push the Frontier) technical scope+0.4
- Canonical domain specificity (Security/Infra, Robotics, Agents, Healthcare: +0.4 · Vision/Audio/Edu/Legal/Finance: +0.3 · General: +0.2)+0.2 to +0.4
- Quantitative evaluation & benchmark suite (
eval/,benchmarks/, F1 / latency / accuracy metrics)+0.3 - Production containerization (
Dockerfile/compose.yaml)+0.4 - Multi-module repository scope (>10 root tree entries)+0.2
- Comprehensive problem & architecture formulation (README >5 KB)+0.3
2. Meta AI Tooling Max 2.5 pts (25%)
- Base repository+0.5
- Verified Meta Model API / SDK integration (
dev.meta.ai)+0.5 - Muse Spark reasoning integration (
muse-spark)+0.3 - Multimodal Meta models (
SAM 3.1,Muse Wonder,Muse Image,Muse Voice)+0.3 - Multi-model pipeline bonus (3+ distinct Meta model families combined)+0.2
- Official inference partner (Baseten, Fireworks, Together)+0.2
- Open-weights fine-tuning / distillation (
Muse Glimmer 30B/Muse Spark Open/ LoRA / QLoRA)+0.5 - Published open-weight model/dataset on Hugging Face Hub+0.3
- Non-Meta proprietary runtime SDKs with zero Meta models−0.6
3. Technical Depth Max 2.0 pts (20%)
- Base repository+0.3
- Incremental commit cadence since Oct 26 (50+ commits: +0.6 · 15+: +0.4 · 5+: +0.2 · 0: −0.3)+0.2 to +0.6
- Automated test suite (
tests/,spec/)+0.3 - Modular source architecture (
src/,app/,packages/,services/)+0.3 - Agent orchestration or evaluation harness+0.2
- Automated CI workflows (
.github/workflows)+0.2 - Pull request review discipline (3+ merged PRs or 5+ PRs with CI)+0.2
- Pre-existing codebase where pre-Oct 26 commits exceed hackathon commits−0.3 to −0.5
4. Demo Completeness Max 2.5 pts (25%)
- Base repository+0.4
- Verified 3-minute video walkthrough (YouTube, Loom, Vimeo, or
.mp4/.webm)+1.1 - Reproducible local setup instructions for judges (Quickstart,
.env.example,Makefile, Docker)+0.4 - Live hosted working deployment URL+0.4
- Visual walkthrough, screenshots & architecture diagrams (README >6 KB)+0.2
- Cap if neither video walkthrough nor live deployment is presentMax 1.0 / 2.5
Eligibility & Multi-Repo Rules: Pre-existing repositories with 0 commits since Oct 26, empty repositories, and third-party libraries (>50 stars) are excluded. Multi-repository projects by the same author/org that cross-link in their READMEs are aggregated into a single workspace entry. Repositories matching prohibited anti-project categories receive a 0.4× multiplier.