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Daily ranking · since 1 Sep 2026

The GitHub repos that hit the daily top 10

Every day we count the stars on every repository we list: MCP servers, agent skills, the AI-stack products on our layer pages and the open-source apps directory. The ten that gained the most since the day before make that day’s board, and the board beside this ranks today, this week, this month or all time by stars gained over that window.

Below is everyone who has made a daily top ten, with the day-by-day record beside each one. Filter by what it is, what it is for, and how high it got. One strong day and a steady run look different on the strip: that difference is why the strip is there.

Everyone who has been in the top 10 ↓ · How it is worked out

Top 10 by stars gained
This week

Stars gained 20 Oct → 27 Oct

  1. #1VoiceStudiodebpalash · AI stack · GitHub ↗+11,901
  2. #2ponytailDietrichGebert · AI stack · GitHub ↗+9,102
  3. #3orcastablyai · AI stack · GitHub ↗+8,719
  4. #4graphifyGraphify-Labs · AI stack · GitHub ↗+7,027
  5. #5skillsmattpocock · Agent skills · GitHub ↗+6,526
  6. #6xerjxerj-org · AI stack · GitHub ↗+6,233
  7. #7ECCaffaan-m · AI stack · GitHub ↗+5,770
  8. #8iFixAiifixai-ai · AI stack · GitHub ↗+5,007
  9. #9freellmapitashfeenahmed · AI stack · GitHub ↗+4,525
  10. #10ghidraNationalSecurityAgency · Open-source app · GitHub ↗+3,093
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Everyone who has been in the top 10

Every repository that placed in a daily top ten this week. Sorted by stars gained over the window; change the sort for other orders.

Placed
18
Been #1
3
Kinds
4
Days ranked
7

18 of 18 repositories

  1. best#1
    voicestudioAI stackModel / Foundation

    debpalash/VoiceStudio

    VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.

    Gained · This week
    +11,901
    Stars
    89,738
    Days at #1
    4
    Days in top 10
    7
    Biggest day
    +2,493
    Daily rank · 21 Oct to 27 Oct
  2. best#1
    ponytailAI stackOrchestration / Agents

    DietrichGebert/ponytail

    Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

    Gained · This week
    +9,102
    Stars
    177,372
    Days at #1
    2
    Days in top 10
    7
    Biggest day
    +1,900
    Daily rank · 21 Oct to 27 Oct
  3. best#2
    OrcaAI stackOrchestration / Agents

    stablyai/orca

    Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop, mobile and remote runtime.

    Gained · This week
    +8,719
    Stars
    107,291
    Days at #1
    —
    Days in top 10
    7
    Biggest day
    +1,599
    Daily rank · 21 Oct to 27 Oct
  4. best#3
    graphifyAI stackData / RAG

    Graphify-Labs/graphify

    Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, e

    Gained · This week
    +7,027
    Stars
    136,324
    Days at #1
    —
    Days in top 10
    7
    Biggest day
    +1,373
    Daily rank · 21 Oct to 27 Oct
  5. best#5
    mattpocock/skillsAgent skillsWriting code

    A pack of 39 agent skills.

    Gained · This week
    +6,526
    Stars
    304,239
    Days at #1
    —
    Days in top 10
    7
    Biggest day
    +1,183
    Daily rank · 21 Oct to 27 Oct
  6. best#2
    xerjAI stackData / RAG

    xerj-org/xerj

    XERJ is the new way for AI to search data. Its autoindex capability activates agents to know your data without the token waste of grep and sed. One command indexes code, docs, logs and PDFs for search

    Gained · This week
    +6,233
    Stars
    16,904
    Days at #1
    —
    Days in top 10
    4
    Biggest day
    +1,828
    Daily rank · 21 Oct to 27 Oct
  7. best#5
    eccAI stackOrchestration / Agents

    affaan-m/ECC

    The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

    Gained · This week
    +5,770
    Stars
    290,031
    Days at #1
    —
    Days in top 10
    7
    Biggest day
    +1,043
    Daily rank · 21 Oct to 27 Oct
  8. best#3
    ifixaiAI stackObservability / Evals

    ifixai-ai/iFixAi

    Independent Auditing of AI Agents. Run by human or the agent itself, to answer the most crucial question in the AI Agent Economy. Is the agent doing what is supposed to do? With iFixAi you can have th

    Gained · This week
    +5,007
    Stars
    35,201
    Days at #1
    —
    Days in top 10
    5
    Biggest day
    +1,320
    Daily rank · 21 Oct to 27 Oct
  9. best#6
    freellmapiAI stackInference / Serving

    tashfeenahmed/freellmapi

    7.4 billion tokens per month. 34 free LLM providers. 635 free model endpoints. All behind one /v1 endpoint, plus any custom OpenAI-compatible endpoint. Smart routing, automatic failover, encrypted key

    Gained · This week
    +4,525
    Stars
    41,675
    Days at #1
    —
    Days in top 10
    6
    Biggest day
    +730
    Daily rank · 21 Oct to 27 Oct
  10. best#10
    GhidraOpen-source appCybersecurity

    NationalSecurityAgency/ghidra

    Ghidra is a software reverse engineering (SRE) framework

    Gained · This week
    +3,093
    Stars
    93,262
    Days at #1
    —
    Days in top 10
    1
    Biggest day
    +537
    Daily rank · 21 Oct to 27 Oct
  11. best#2
    deeptutorAI stackApplications

    HKUDS/DeepTutor

    DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.

    Gained · This week
    +2,419
    Stars
    44,243
    Days at #1
    —
    Days in top 10
    1
    Biggest day
    +1,422
    Daily rank · 21 Oct to 27 Oct
  12. best#10
    ai-memoryAI stackOrchestration / Agents

    akitaonrails/ai-memory

    Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors

    Gained · This week
    +2,358
    Stars
    12,476
    Days at #1
    —
    Days in top 10
    1
    Biggest day
    +517
    Daily rank · 21 Oct to 27 Oct
  13. best#9
    SupabaseAI stackData / RAG

    supabase/supabase

    The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.

    Gained · This week
    +2,150
    Stars
    113,137
    Days at #1
    —
    Days in top 10
    2
    Biggest day
    +616
    Daily rank · 21 Oct to 27 Oct
  14. best#4
    CoolifyOpen-source appPlatform as a service

    coollabsio/coolify

    An open-source, self-hostable PaaS alternative to Vercel, Heroku & Netlify that lets you easily deploy static sites, databases, full-stack applications and 280+ one-click services on your own servers.

    Gained · This week
    +1,727
    Stars
    64,599
    Days at #1
    —
    Days in top 10
    1
    Biggest day
    +841
    Daily rank · 21 Oct to 27 Oct
  15. best#9
    PostizOpen-source appAutomation

    gitroomhq/postiz-app

    📨 The ultimate agentic social media scheduling tool 🤖

    Gained · This week
    +1,204
    Stars
    38,631
    Days at #1
    —
    Days in top 10
    1
    Biggest day
    +813
    Daily rank · 21 Oct to 27 Oct
  16. best#9
    gemini-cliAI stackOrchestration / Agents

    google-gemini/gemini-cli

    An open-source AI agent that brings the power of Gemini directly into your terminal.

    Gained · This week
    +1,100
    Stars
    108,192
    Days at #1
    —
    Days in top 10
    1
    Biggest day
    +620
    Daily rank · 21 Oct to 27 Oct
  17. best#1
    ai-job-searchAI stackOrchestration / Agents

    MadsLorentzen/ai-job-search

    The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it.

    Gained · This week
    —
    Stars
    61,194
    Days at #1
    1
    Days in top 10
    1
    Biggest day
    +3,241
    Daily rank · 21 Oct to 27 Oct
  18. best#4

    ○ no description published

    Gained · This week
    —
    Stars
    65,812
    Days at #1
    —
    Days in top 10
    4
    Biggest day
    +836
    Daily rank · 21 Oct to 27 Oct

How the ranking is worked out

  • One reading a day. Star counts are read fresh from GitHub once a day for every repository we publish: the MCP server, agent skills and open-source apps directories, and every live product on the layer pages that names its repository.
  • A day’s gain is today minus yesterday. If the day before is missing, that day is not ranked for that repository. Two days of stars are never counted as one.
  • Earlier days are estimated, and striped. Our own daily readings began on 25 September 2026. For the days before that, back to 1 September, and for days a reading was missed, the day-by-day shape comes from OSS Insight’s daily star counts. Between two of our readings their shape is scaled to match what we measured at both ends; before our first reading it is used as it is. Their figures run roughly 20% either way on a busy repository and more on a quiet one, so a striped rank is a good guide and not a measurement. Before 1 September 2026 there is no usable daily record, so the 90-day view is blank there rather than guessed.
  • A week, a month or all time is one subtraction. The count on the latest full reading minus the count at the start of the window, so a missed day does not lose the stars gained on it. A “full” reading covers at least half the repositories the best-covered day does. When the first full reading is later than the window’s start, the board prints the shorter span it really measured; it is never scaled up to the full length. Our first full reading is 25 September 2026, so for now “this month” and “all time” both start there.
  • A custom range starts and ends on full readings only. The two day pickers offer just the days we read for most repositories, so a range cannot begin on a day that holds only the estimated big ones. The ranking is the same subtraction, between the two days you pick.
  • Only gains place. A repository that stayed flat or lost stars did not place, however many stars it has.
  • This is not GitHub’s trending page. That page ranks all of GitHub with a formula GitHub does not publish. This one covers only the repositories we list and uses one rule, stated here.
  • Stars are not quality. A launch post can win a day. The strip shows whether a repository held its place or had one big day.

Related

For what each server can reach and the credential it wants, see the MCP server directory. For instructions a model loads, see agent skills.