diff --git a/README.MD b/README.MD
index 52841ec..a474b75 100644
--- a/README.MD
+++ b/README.MD
@@ -1,6 +1,6 @@
# awesome-repo-graph
-  
+  
A curated, structured collection of open-source repositories, grouped by sector and category, cross-linked by shared tags. `sources.json` is the single source of truth; this file and the graph visualization are both generated from it.
@@ -77,11 +77,11 @@ npm run capture:demo
## Sectors
- **Frontend Engineering** — 12 sources
-- **AI Agent Tooling** — 33 sources
+- **AI Agent Tooling** — 34 sources
- **DevOps & Infrastructure** — 1 source
- **Game Development** — 21 sources
- **Backend Engineering & APIs** — 24 sources
-- **Machine Learning & Data Science** — 21 sources
+- **Machine Learning & Data Science** — 22 sources
- **Blockchain & Decentralized AI** — 46 sources
- **Developer Productivity & CLI Tools** — 1 source
@@ -93,7 +93,7 @@ npm run capture:demo
### GSAP
#### GSAP Website Examples
- **[award-winning-website](https://github.com/adrianhajdin/award-winning-website)**
- ★ 1,021 · `gsap` `landing-page`
+ ★ 1,027 · `gsap` `landing-page`
- **[jsm_gta_vi_landing](https://github.com/adrianhajdin/jsm_gta_vi_landing)**
★ 196 · `gsap` `landing-page`
- **[Truus.co-Awwward-Website](https://github.com/Thakuma07/Truus.co-Awwward-Website)** — Vanilla HTML/CSS/JS site built with GSAP, ScrollTrigger, and Lenis featuring experimental layout, cursor interaction, and dense motion design.
@@ -120,17 +120,17 @@ npm run capture:demo
-AI Agent Tooling — 33 sources
+AI Agent Tooling — 34 sources
### Security & Pentesting
- **[strix](https://github.com/usestrix/strix)** — Open-source AI-powered penetration testing agent that autonomously finds and fixes application vulnerabilities.
- ★ 39,715 · Apache-2.0 · `ai-agent` `penetration-testing` `security` `python`
+ ★ 41,510 · Apache-2.0 · `ai-agent` `penetration-testing` `security` `python`
### Browser & GUI Agents
- **[chrome-devtools-mcp](https://github.com/ChromeDevTools/chrome-devtools-mcp)** — Official Chrome DevTools MCP server letting coding agents control and debug the browser directly.
- ★ 46,517 · Apache-2.0 · `mcp-server` `chrome-devtools` `debugging` `typescript`
+ ★ 46,929 · Apache-2.0 · `mcp-server` `chrome-devtools` `debugging` `typescript`
- **[page-agent](https://github.com/alibaba/page-agent)** — In-browser GUI agent from Alibaba that controls web interfaces via natural language.
- ★ 25,579 · MIT · `ai-agent` `browser-automation` `gui-agent` `javascript`
+ ★ 26,612 · MIT · `ai-agent` `browser-automation` `gui-agent` `javascript`
- **[smolagents/computer-agent](https://huggingface.co/spaces/smolagents/computer-agent)** — A Hugging Face Space for an AI agent designed to interact with a computer, featuring a web-based graphical user interface built with Gradio.
`ai-agent` `gui-agent` `automation` `gradio`
@@ -138,13 +138,15 @@ npm run capture:demo
- **[gemini-cli](https://github.com/google-gemini/gemini-cli)** — An open-source AI agent that integrates Google Gemini capabilities into the command-line interface.
★ 105,879 · Apache-2.0 · `ai-agent` `cli` `terminal` `mcp-server` `typescript` `gemini`
- **[herdr](https://github.com/ogulcancelik/herdr)** — High-performance Rust-based terminal multiplexer for running multiple AI agents at once.
- ★ 14,900 · NOASSERTION · `terminal-multiplexer` `ai-agent` `rust`
+ ★ 16,476 · NOASSERTION · `terminal-multiplexer` `ai-agent` `rust`
- **[agents-cli](https://github.com/google/agents-cli)** — Official Google CLI and skill pack specializing any coding assistant in building, evaluating, and deploying AI agents on Google Cloud.
★ 4,958 · Apache-2.0 · `google-cloud` `agent-development-kit` `cli`
### MCP Servers
- **[unity-mcp](https://github.com/CoplayDev/unity-mcp)** — Bridges AI assistants with the Unity Editor to automate scene control and asset management.
- ★ 12,287 · MIT · `mcp-server` `unity` `game-development`
+ ★ 12,478 · MIT · `mcp-server` `unity` `game-development`
+- **[gitlab-mcp](https://gitlab.com/fforster/gitlab-mcp)** — This repository provides a server implementation for the Model Context Protocol (MCP) specifically designed for integration with GitLab.
+ `mcp-server` `ai-agent` `model-context-protocol` `gitlab`
### Local AI Tools
- **[terax-ai](https://github.com/crynta/terax-ai)** — A 7MB terminal-first local AI development workspace.
@@ -370,7 +372,7 @@ npm run capture:demo
-Machine Learning & Data Science — 21 sources
+Machine Learning & Data Science — 22 sources
### Machine Learning Frameworks
- **[tensorflow](https://github.com/tensorflow/tensorflow)** — TensorFlow is an open-source machine learning framework designed for everyone, supporting deep learning and neural networks. It provides tools for building and deploying machine learning models, including capabilities for distributed computing.
@@ -429,6 +431,10 @@ npm run capture:demo
★ 13,233 · BSD-3-Clause · `jupyter` `notebook` `interactive-computing` `python`
### Natural Language Processing
+#### Large Language Models
+- **[google/datagemma-rag-27b-it](https://huggingface.co/google/datagemma-rag-27b-it)** — A finetuned Gemma 2 27B large language model from Google, designed for text generation and conversational AI. It is optimized for Retrieval Augmented Generation (RAG) tasks.
+ `transformers` `llm` `nlp` `pretrained-models` `rag` `artificial-intelligence`
+
- **[spaCy](https://github.com/explosion/spaCy)** — An industrial-strength natural language processing library for Python featuring tokenization, tagging, parsing, and named entity recognition.
★ 33,719 · MIT · `nlp` `python` `text-processing` `linguistics`
diff --git a/agent-attestation.json b/agent-attestation.json
index 94e9839..e8dbbb9 100644
--- a/agent-attestation.json
+++ b/agent-attestation.json
@@ -1,10 +1,10 @@
{
"schemaVersion": 1,
"agentId": "awesome-repo-graph-curator",
- "producedAt": "2026-07-10T06:40:27.769Z",
+ "producedAt": "2026-07-15T00:05:03.013Z",
"subject": {
- "sources.json": "sha256:5bdf1f0b56a19b4df6c0ecb0214a5b59d5bc86a2b41a1af36074c6d3add03936",
- "README.MD": "sha256:844c93caa16c8b0c04b9fd7cc1b90ac27c92b66917edb2b242a22a06f98bfd58"
+ "sources.json": "sha256:ae8561b5620864be506ca3f31c9c400aea2baac75e21d896d2601312d7ae26ed",
+ "README.MD": "sha256:5b5e6b321ed74a182c642c12914ebca858e7b022a13e5d0e307ec630b4f67503"
},
"mechanical": {
"validated": true,
@@ -13,6 +13,6 @@
"signature": {
"algorithm": "ed25519",
"keyId": "curator-2026",
- "value": "6U9Jov0BQTKkR11KMp4nWB/eZmEXc80IKNSzcT4x9ZhcWgfgRgchnA52c5C+ASI47iyfTDqgicQlWfandH7eCQ=="
+ "value": "jMfyFfWXgH78mfEUS1tvoB8cUwI/Km3eAC2DwejU9kUqaLy63q1LbQpCf2zj19v8F/lZmQAwIN/FmIZGlxavCg=="
}
}
diff --git a/curator/src/state/embeddings.json b/curator/src/state/embeddings.json
index 5def1ce..7396d0f 100644
--- a/curator/src/state/embeddings.json
+++ b/curator/src/state/embeddings.json
@@ -15428,6 +15428,272 @@
],
"updatedAt": "2026-07-10T06:39:58.782Z"
},
+ {
+ "sourceId": "gitlab-com-fforster-gitlab-mcp",
+ "canonicalUrl": "https://gitlab.com/fforster/gitlab-mcp",
+ "textHash": "cffd6bac",
+ "model": "gemini-embedding-001",
+ "dimensions": 256,
+ "vector": [
+ -0.003053424647077918,
+ 0.024381395429372787,
+ 0.01997339352965355,
+ -0.061917778104543686,
+ -0.032328832894563675,
+ -0.0017601060681045055,
+ 0.01675572246313095,
+ 0.0016298809787258506,
+ -0.00038526736898347735,
+ 0.02116985246539116,
+ -0.01688576489686966,
+ -0.018380390480160713,
+ 0.020340943709015846,
+ 0.025392066687345505,
+ 0.1410156637430191,
+ -0.000019197335859644227,
+ 0.019832903519272804,
+ 0.013503685593605042,
+ 0.022651085630059242,
+ -0.008439152501523495,
+ -0.0027877110987901688,
+ 0.004105580039322376,
+ 0.0013411780819296837,
+ -0.0033514536917209625,
+ 0.0013919499469920993,
+ 0.013395830057561398,
+ 0.0009724816773086786,
+ -0.00552874431014061,
+ 0.04477274417877197,
+ -0.0024407804012298584,
+ -0.02696916274726391,
+ 0.005616301670670509,
+ -0.010704372078180313,
+ -0.014799521304666996,
+ -0.012253905646502972,
+ 0.00176737189758569,
+ 0.014646977186203003,
+ 0.001835439121350646,
+ 0.01864098384976387,
+ -0.005323552992194891,
+ 0.0012641249923035502,
+ 0.023267362266778946,
+ -0.0006473500980064273,
+ -0.002559003420174122,
+ 0.0038845331873744726,
+ 0.039281316101551056,
+ -0.006595664657652378,
+ -0.033730700612068176,
+ -0.01895151287317276,
+ -0.0031240691896528006,
+ -0.037271007895469666,
+ 0.00693276384845376,
+ -0.004721854347735643,
+ -0.14827127754688263,
+ 0.007627170532941818,
+ 0.0003342342679388821,
+ 0.005830638576298952,
+ 0.0047182501293718815,
+ 0.03292003646492958,
+ -0.016382748261094093,
+ 0.005850000306963921,
+ -0.002515061292797327,
+ 0.004088219255208969,
+ 0.00085491593927145,
+ -0.006741388235241175,
+ 0.012883657589554787,
+ 0.016053028404712677,
+ -0.011474364437162876,
+ -0.002610377036035061,
+ -0.005244528874754906,
+ -0.01854798011481762,
+ 0.016025763005018234,
+ 0.006808923091739416,
+ -0.019596898928284645,
+ 0.030406327918171883,
+ -0.010975558310747147,
+ -0.017858795821666718,
+ 0.008989171124994755,
+ 0.012290429323911667,
+ 0.028370901942253113,
+ 0.010636105202138424,
+ -0.018741721287369728,
+ -0.016114261001348495,
+ -0.0031853816471993923,
+ -0.007959320209920406,
+ 0.01592840999364853,
+ -0.011108252219855785,
+ 0.006054520141333342,
+ -0.015773708000779152,
+ 0.0067350249737501144,
+ 0.016410551965236664,
+ 0.04069345444440842,
+ 0.03258807584643364,
+ 0.01234423741698265,
+ -0.029640039429068565,
+ -0.005032500717788935,
+ -0.020740145817399025,
+ -0.008112023584544659,
+ 0.01375651080161333,
+ 0.012451069429516792,
+ -0.019162897020578384,
+ -0.0018428845796734095,
+ 0.005227322224527597,
+ -0.0012502343161031604,
+ 0.03329986706376076,
+ -0.010763159953057766,
+ -0.0068582333624362946,
+ -0.003789974143728614,
+ 0.009828084148466587,
+ 0.011792989447712898,
+ 0.030410684645175934,
+ -0.023141993209719658,
+ 0.026230106130242348,
+ 0.006138714030385017,
+ 0.000935620628297329,
+ -0.12152089923620224,
+ 0.030183305963873863,
+ -0.0017474624328315258,
+ 0.022553937509655952,
+ -0.010852036997675896,
+ -0.019159644842147827,
+ 0.0012051790254190564,
+ 0.01975409872829914,
+ 0.021428996697068214,
+ 0.0034889138769358397,
+ -0.0012725447304546833,
+ 0.01293605100363493,
+ 0.016793355345726013,
+ 0.0008065853617154062,
+ 0.014859839342534542,
+ -0.00028481543995440006,
+ -0.012456560507416725,
+ -0.004742143675684929,
+ 0.033980682492256165,
+ 0.008974691852927208,
+ -0.0005590608343482018,
+ -0.010976316407322884,
+ -0.0015142832417041063,
+ -0.02871914952993393,
+ -0.015276399441063404,
+ 0.00935724750161171,
+ 0.03315914049744606,
+ 0.01749596558511257,
+ -0.02387719787657261,
+ -0.03116515465080738,
+ -0.022117944434285164,
+ -0.05252091959118843,
+ 0.010006483644247055,
+ -0.009292544797062874,
+ -0.035903219133615494,
+ -0.010120083577930927,
+ -0.0020595223177224398,
+ 0.012758607044816017,
+ -0.02134115621447563,
+ -0.01124186348170042,
+ -0.024741506204009056,
+ -0.0033574856352061033,
+ -0.011304819025099277,
+ 0.003942561335861683,
+ 0.029237588867545128,
+ 0.009333865717053413,
+ -0.00524092698469758,
+ -0.0014496982330456376,
+ 0.020733999088406563,
+ -0.0032680516596883535,
+ 0.007031871937215328,
+ 0.02263806201517582,
+ -0.022130725905299187,
+ -0.0015898530837148428,
+ 0.010733694769442081,
+ -0.005338264163583517,
+ -0.03083966113626957,
+ 0.0068970718421041965,
+ -0.01094366330653429,
+ 0.001965323928743601,
+ 0.004877361934632063,
+ 0.0027305535040795803,
+ 0.02751886658370495,
+ 0.000996431801468134,
+ -0.027709148824214935,
+ 0.0014048967277631164,
+ 0.04033022001385689,
+ -0.00916057825088501,
+ 0.0016133689787238836,
+ 0.011104998178780079,
+ -0.019572991877794266,
+ -0.03283454850316048,
+ -0.00670434208586812,
+ 0.0262701865285635,
+ 0.012693331576883793,
+ 0.026414403691887856,
+ -0.011176114901900291,
+ -0.006280780769884586,
+ 0.0013691349886357784,
+ 0.025511370971798897,
+ -0.00490207364782691,
+ -0.004775424487888813,
+ -0.02137734368443489,
+ -0.01588364504277706,
+ 0.03361784294247627,
+ 0.012626404874026775,
+ -0.03271641954779625,
+ -0.0014364178059622645,
+ -0.028057053685188293,
+ -0.0160101056098938,
+ 0.014296635054051876,
+ 0.0027857644017785788,
+ -0.032467350363731384,
+ 0.014319563284516335,
+ 0.0006312006735242903,
+ -0.017535796388983727,
+ -0.013575035147368908,
+ 0.022553259506821632,
+ 0.00012964099005330354,
+ 0.007645690813660622,
+ -0.020465904846787453,
+ -0.005863056983798742,
+ -0.011672332882881165,
+ 0.008795282803475857,
+ -0.026035433635115623,
+ 0.007375814486294985,
+ 0.005958854220807552,
+ 0.0037034116685390472,
+ 0.0195396039634943,
+ 0.0034843862522393465,
+ -0.009255628101527691,
+ -0.0308797936886549,
+ -0.009617269039154053,
+ -0.032079193741083145,
+ -0.009037300944328308,
+ 0.028735516592860222,
+ 0.0093768909573555,
+ -0.004584654700011015,
+ 0.0004731501394417137,
+ 0.01935853250324726,
+ -0.035587672144174576,
+ -0.004982747603207827,
+ 0.03333133086562157,
+ 0.0005943916621617973,
+ 0.040400125086307526,
+ -0.020762665197253227,
+ -0.003835763782262802,
+ 0.016116192564368248,
+ 0.018478848040103912,
+ 0.006118515972048044,
+ 0.000338908692356199,
+ 0.01269880123436451,
+ 0.016202233731746674,
+ 0.0025160834193229675,
+ 0.00617262115702033,
+ 0.0015285831177607179,
+ 0.007805629633367062,
+ -0.03043869324028492,
+ -0.007252552546560764,
+ -0.010150507092475891,
+ -0.004254586528986692
+ ],
+ "updatedAt": "2026-07-15T00:04:27.762Z"
+ },
{
"sourceId": "gitlab-com-ntninja-user-agent-switcher",
"canonicalUrl": "https://gitlab.com/ntninja/user-agent-switcher",
@@ -18620,6 +18886,272 @@
],
"updatedAt": "2026-07-05T16:11:22.465Z"
},
+ {
+ "sourceId": "huggingface-co-google-datagemma-rag-27b-it",
+ "canonicalUrl": "https://huggingface.co/google/datagemma-rag-27b-it",
+ "textHash": "2e92cbbe",
+ "model": "gemini-embedding-001",
+ "dimensions": 256,
+ "vector": [
+ -0.008147068321704865,
+ -0.003024985082447529,
+ 0.016038862988352776,
+ -0.0649440735578537,
+ -0.025966063141822815,
+ -0.002505624433979392,
+ -0.0035911963786929846,
+ 0.00641136197373271,
+ 0.015311963856220245,
+ 0.005300587508827448,
+ -0.008322185836732388,
+ -0.017938319593667984,
+ 0.030862178653478622,
+ -0.014084551483392715,
+ 0.1500522494316101,
+ 0.021191302686929703,
+ 0.0014541205018758774,
+ 0.014109249226748943,
+ 0.013121401891112328,
+ -0.012168903835117817,
+ 0.017787784337997437,
+ 0.004338106606155634,
+ -0.02216086909174919,
+ -0.006790272891521454,
+ -0.010579635389149189,
+ -0.011113835498690605,
+ 0.024577563628554344,
+ -0.011695899069309235,
+ 0.056508321315050125,
+ 0.02168169803917408,
+ -0.017798079177737236,
+ -0.012753349728882313,
+ 0.014057114720344543,
+ 0.014452173374593258,
+ 0.004538444802165031,
+ -0.014693531207740307,
+ 0.013706263154745102,
+ 0.002232948550954461,
+ 0.003603470977395773,
+ 0.016530539840459824,
+ 0.014709392562508583,
+ -0.009337088093161583,
+ 0.007867143489420414,
+ -0.03429583087563515,
+ -0.014797056093811989,
+ -0.018905803561210632,
+ -0.011060901917517185,
+ -0.031133586540818214,
+ -0.020301315933465958,
+ 0.010074145160615444,
+ -0.014428852126002312,
+ -0.0027977456338703632,
+ 0.0038277332205325365,
+ -0.170936718583107,
+ 0.03443501144647598,
+ 0.009083662182092667,
+ -0.004484234377741814,
+ 0.0191560797393322,
+ -0.0038406215608119965,
+ -0.0008934058132581413,
+ -0.002780499402433634,
+ 0.028347743675112724,
+ -0.0042587341740727425,
+ -0.012343382462859154,
+ 0.02183176577091217,
+ -0.010449056513607502,
+ 0.004421146120876074,
+ -0.01500501949340105,
+ -0.011943042278289795,
+ -0.019171584397554398,
+ 0.01399984210729599,
+ -0.023578118532896042,
+ 0.016302671283483505,
+ -0.01656809262931347,
+ -0.004294980317354202,
+ -0.038782235234975815,
+ 0.03794309124350548,
+ 0.002976740011945367,
+ 0.003143943613395095,
+ 0.027105525135993958,
+ -0.0009265930275432765,
+ -0.0008136525866575539,
+ -0.022577527910470963,
+ -0.012565414421260357,
+ -0.010829053819179535,
+ 0.009059571661055088,
+ -0.01221857126802206,
+ 0.0040384987369179726,
+ 0.018156059086322784,
+ -0.008641908876597881,
+ -0.005075723398476839,
+ 0.018374620005488396,
+ 0.021517174318432808,
+ 0.040815144777297974,
+ -0.01002808753401041,
+ -0.03613888472318649,
+ 0.018201904371380806,
+ 0.001487329020164907,
+ -0.010168157517910004,
+ 0.0027442441787570715,
+ -0.02702966146171093,
+ -0.009207287803292274,
+ -0.007373906672000885,
+ 0.014940837398171425,
+ 0.007482542190700769,
+ -0.003832905786111951,
+ 0.009484010748565197,
+ 0.00044689892092719674,
+ -0.02728336490690708,
+ 0.01621280424296856,
+ 0.025626735761761665,
+ -0.01113182120025158,
+ 0.00669516809284687,
+ 0.009888682514429092,
+ 0.010390139184892178,
+ -0.12057297676801682,
+ 0.030857058241963387,
+ 0.002318719634786248,
+ -0.007962270639836788,
+ 0.004927854053676128,
+ -0.021245794370770454,
+ 0.030269689857959747,
+ 0.017348796129226685,
+ 0.025369057431817055,
+ 0.007925883866846561,
+ -0.024480869993567467,
+ 0.018835563212633133,
+ -0.017910992726683617,
+ -0.03261866420507431,
+ 0.0355541929602623,
+ -0.011363995261490345,
+ 0.010669616982340813,
+ 0.02312256023287773,
+ 0.009761948138475418,
+ -0.016141973435878754,
+ 0.010294080711901188,
+ 0.009877655655145645,
+ -0.01247559953480959,
+ 0.0009242998203262687,
+ 0.001980424392968416,
+ 0.0014710617251694202,
+ 0.021362118422985077,
+ 0.014262084849178791,
+ 0.005600717384368181,
+ -0.02431745082139969,
+ -0.01069677621126175,
+ -0.03894835337996483,
+ 0.01750025525689125,
+ -0.0032478291541337967,
+ -0.02308656834065914,
+ 0.00741463853046298,
+ 0.008499016053974628,
+ -0.012737339362502098,
+ 0.0035414176527410746,
+ -0.011099688708782196,
+ -0.030833004042506218,
+ 0.00005848160799359903,
+ 0.02914390154182911,
+ 0.00479208305478096,
+ 0.01709749549627304,
+ -0.02502208761870861,
+ -0.032013945281505585,
+ -0.0015333810588344932,
+ 0.02307802252471447,
+ 0.01464194804430008,
+ 0.015912817791104317,
+ -0.0006306550349108875,
+ 0.0008517636451870203,
+ 0.0036903840955346823,
+ 0.01751052215695381,
+ 0.014234618283808231,
+ -0.004908654373139143,
+ -0.018638700246810913,
+ 0.012629290111362934,
+ -0.0026955646462738514,
+ -0.00393364392220974,
+ 0.02423121966421604,
+ -0.02310866303741932,
+ -0.004693405237048864,
+ -0.016698382794857025,
+ 0.018839547410607338,
+ 0.020334187895059586,
+ -0.02322540245950222,
+ -0.03407453000545502,
+ -0.00591525761410594,
+ 0.00796474888920784,
+ -0.010654385201632977,
+ -0.010164869949221611,
+ 0.01604110561311245,
+ 0.008949991315603256,
+ -0.030850350856781006,
+ 0.0011319416807964444,
+ 0.018188485875725746,
+ -0.0023837864864617586,
+ -0.020581023767590523,
+ -0.015012391842901707,
+ -0.018397405743598938,
+ 0.022153755649924278,
+ -0.017225245013833046,
+ 0.0330505333840847,
+ 0.009611274115741253,
+ -0.009181583300232887,
+ 0.005821974482387304,
+ -0.0005279518663883209,
+ 0.019517313688993454,
+ -0.00002772733751044143,
+ -0.010858912020921707,
+ -0.04135119542479515,
+ 0.009602885693311691,
+ 0.0014261545147746801,
+ 0.0007145790150389075,
+ -0.01890246570110321,
+ -0.002068558009341359,
+ -0.011679491028189659,
+ -0.001131485914811492,
+ -0.013301570899784565,
+ -0.0017962930724024773,
+ -0.026482410728931427,
+ 0.019135233014822006,
+ 0.00044278637506067753,
+ -0.006276300642639399,
+ -0.00295918807387352,
+ 0.016284264624118805,
+ 0.01446978747844696,
+ -0.013189555145800114,
+ -0.01772613823413849,
+ -0.030720973387360573,
+ -0.014952635392546654,
+ 0.004941015038639307,
+ 0.011186332441866398,
+ 0.0019768336787819862,
+ 0.04484373331069946,
+ 0.0002344310487387702,
+ -0.006629645358771086,
+ 0.0015632001450285316,
+ -0.012393422424793243,
+ -0.011621002107858658,
+ -0.011136641725897789,
+ 0.016673890873789787,
+ -0.0026848313864320517,
+ -0.004929292947053909,
+ 0.00950927846133709,
+ -0.000734497734811157,
+ 0.0001646494201850146,
+ 0.031237974762916565,
+ -0.017148474231362343,
+ 0.022974807769060135,
+ -0.012430479750037193,
+ -0.029596591368317604,
+ 0.019254587590694427,
+ -0.013322703540325165,
+ -0.0028429129160940647,
+ 0.010665816254913807,
+ -0.0027065735775977373,
+ -0.009281267412006855,
+ 0.005377562716603279
+ ],
+ "updatedAt": "2026-07-15T00:04:58.894Z"
+ },
{
"sourceId": "huggingface-co-spaces-smolagents-computer-agent",
"canonicalUrl": "https://huggingface.co/spaces/smolagents/computer-agent",
diff --git a/curator/src/state/rejected.json b/curator/src/state/rejected.json
index d11f018..ea3fe24 100644
--- a/curator/src/state/rejected.json
+++ b/curator/src/state/rejected.json
@@ -43,9 +43,9 @@
{
"canonicalUrl": "https://github.com/n8n-io/n8n",
"githubId": 193215554,
- "evaluatedAt": "2026-07-06T06:55:45.172Z",
+ "evaluatedAt": "2026-07-15T00:03:59.589Z",
"reasonCode": "duplicate-of-existing",
- "metadataFingerprint": "fp_29ccc59",
+ "metadataFingerprint": "fp_a05c8a6b",
"reconsiderAt": null
},
{
@@ -59,9 +59,9 @@
{
"canonicalUrl": "https://github.com/NousResearch/hermes-agent",
"githubId": 1024554267,
- "evaluatedAt": "2026-07-10T06:39:59.271Z",
+ "evaluatedAt": "2026-07-15T00:03:58.660Z",
"reasonCode": "duplicate-of-existing",
- "metadataFingerprint": "fp_bce0e536",
+ "metadataFingerprint": "fp_2d2b1d13",
"reconsiderAt": null
},
{
@@ -120,12 +120,28 @@
"metadataFingerprint": "fp_25a19df2",
"reconsiderAt": "2026-07-19T15:06:43.470Z"
},
+ {
+ "canonicalUrl": "https://gitlab.com/ntninja/user-agent-switcher",
+ "githubId": null,
+ "evaluatedAt": "2026-07-15T00:03:58.827Z",
+ "reasonCode": "duplicate-of-existing",
+ "metadataFingerprint": "fp_b29e407e",
+ "reconsiderAt": null
+ },
+ {
+ "canonicalUrl": "https://huggingface.co/spaces/smolagents/computer-agent",
+ "githubId": null,
+ "evaluatedAt": "2026-07-15T00:03:59.182Z",
+ "reasonCode": "duplicate-of-existing",
+ "metadataFingerprint": "fp_d62902ab",
+ "reconsiderAt": null
+ },
{
"canonicalUrl": "https://huggingface.co/yuxinlu1/gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-GGUF",
"githubId": null,
- "evaluatedAt": "2026-07-10T06:40:07.339Z",
- "reasonCode": "too-young",
- "metadataFingerprint": "fp_e1c1dd22",
+ "evaluatedAt": "2026-07-15T00:03:59.019Z",
+ "reasonCode": "recently-evaluated",
+ "metadataFingerprint": "fp_3c21127f",
"reconsiderAt": null
}
]
diff --git a/curator/state/last-run.json b/curator/state/last-run.json
index 278bff0..4855c98 100644
--- a/curator/state/last-run.json
+++ b/curator/state/last-run.json
@@ -1,3 +1,3 @@
{
- "lastSuccessAt": "2026-07-10T06:40:27.744Z"
+ "lastSuccessAt": "2026-07-15T00:05:02.985Z"
}
diff --git a/curator/state/token-ledger.json b/curator/state/token-ledger.json
index ab012c2..9261187 100644
--- a/curator/state/token-ledger.json
+++ b/curator/state/token-ledger.json
@@ -86,6 +86,35 @@
"estimatedCostUsd": null
}
]
+ },
+ {
+ "runId": "2026-07-15",
+ "startedAt": "2026-07-15T00:01:36.364Z",
+ "completedAt": "2026-07-15T00:05:02.985Z",
+ "status": "success",
+ "agentName": "@awesome-repo-graph/curator",
+ "agentVersion": "1.0.0",
+ "primaryModels": [
+ "gemini-2.5-flash",
+ "gemini-embedding-001"
+ ],
+ "acceptedCount": 2,
+ "totalTokens": 8256,
+ "estimatedCostUsd": 0.0049536,
+ "byProvider": [
+ {
+ "provider": "vertexGemini",
+ "stage": "classification",
+ "totalTokens": 8256,
+ "estimatedCostUsd": 0.0049536
+ },
+ {
+ "provider": "vertexGemini",
+ "stage": "embeddings",
+ "totalTokens": null,
+ "estimatedCostUsd": null
+ }
+ ]
}
]
}
diff --git a/sources.json b/sources.json
index ca6473c..2ef00c0 100644
--- a/sources.json
+++ b/sources.json
@@ -20,7 +20,7 @@
"license": null,
"score": {
"stars": 196,
- "fetchedAt": "2026-07-10"
+ "fetchedAt": "2026-07-15"
},
"addedAt": "2026-07-05"
},
@@ -43,8 +43,8 @@
],
"license": null,
"score": {
- "stars": 1021,
- "fetchedAt": "2026-07-10"
+ "stars": 1027,
+ "fetchedAt": "2026-07-15"
},
"addedAt": "2026-07-05"
},
@@ -68,8 +68,8 @@
],
"license": "Apache-2.0",
"score": {
- "stars": 39715,
- "fetchedAt": "2026-07-10"
+ "stars": 41510,
+ "fetchedAt": "2026-07-15"
},
"addedAt": "2026-07-05"
},
@@ -93,8 +93,8 @@
],
"license": "MIT",
"score": {
- "stars": 25579,
- "fetchedAt": "2026-07-10"
+ "stars": 26612,
+ "fetchedAt": "2026-07-15"
},
"addedAt": "2026-07-05"
},
@@ -118,8 +118,8 @@
],
"license": "Apache-2.0",
"score": {
- "stars": 46517,
- "fetchedAt": "2026-07-10"
+ "stars": 46929,
+ "fetchedAt": "2026-07-15"
},
"addedAt": "2026-07-05"
},
@@ -142,8 +142,8 @@
],
"license": "NOASSERTION",
"score": {
- "stars": 14900,
- "fetchedAt": "2026-07-10"
+ "stars": 16476,
+ "fetchedAt": "2026-07-15"
},
"addedAt": "2026-07-05"
},
@@ -166,8 +166,8 @@
],
"license": "MIT",
"score": {
- "stars": 12287,
- "fetchedAt": "2026-07-10"
+ "stars": 12478,
+ "fetchedAt": "2026-07-15"
},
"addedAt": "2026-07-05"
},
@@ -3914,6 +3914,59 @@
"fetchedAt": null
},
"addedAt": "2026-07-10"
+ },
+ {
+ "id": "gitlab-com-fforster-gitlab-mcp",
+ "url": "https://gitlab.com/fforster/gitlab-mcp",
+ "provider": "gitlab.com",
+ "owner": null,
+ "repo": null,
+ "title": "gitlab-mcp",
+ "description": "This repository provides a server implementation for the Model Context Protocol (MCP) specifically designed for integration with GitLab.",
+ "path": [
+ "AI Agent Tooling",
+ "MCP Servers"
+ ],
+ "tags": [
+ "mcp-server",
+ "ai-agent",
+ "model-context-protocol",
+ "gitlab"
+ ],
+ "license": null,
+ "score": {
+ "stars": null,
+ "fetchedAt": null
+ },
+ "addedAt": "2026-07-15"
+ },
+ {
+ "id": "huggingface-co-google-datagemma-rag-27b-it",
+ "url": "https://huggingface.co/google/datagemma-rag-27b-it",
+ "provider": "huggingface.co",
+ "owner": null,
+ "repo": null,
+ "title": "google/datagemma-rag-27b-it",
+ "description": "A finetuned Gemma 2 27B large language model from Google, designed for text generation and conversational AI. It is optimized for Retrieval Augmented Generation (RAG) tasks.",
+ "path": [
+ "Machine Learning & Data Science",
+ "Natural Language Processing",
+ "Large Language Models"
+ ],
+ "tags": [
+ "transformers",
+ "llm",
+ "nlp",
+ "pretrained-models",
+ "rag",
+ "artificial-intelligence"
+ ],
+ "license": null,
+ "score": {
+ "stars": null,
+ "fetchedAt": null
+ },
+ "addedAt": "2026-07-15"
}
]
}