Top 72 MCP-related repositories ranked by latest checked-in stars.
This page is generated from checked-in Claracle artifacts. It does not perform a fresh crawl and can be regenerated with python3 scripts/generate_data_pages.py.
Data Observatory
Most-starred MCP projects as of 2026-W31
Model Context Protocol projects ranked by latest observed GitHub stars from Claracle raw artifacts as of 2026-W31.
Provenance
- As of
- 2026-07-27 (2026-W31)
- Metric
- Latest absolute GitHub stars for repositories with MCP or Model Context Protocol signals.
- Source
- data/archive/recovered-W23-W29/2026-W23/2026-W23.json through data/raw/2026-W31.json (11 weekly raw artifacts)
- Cadence
- Monthly regeneration from checked-in data/raw and recovered archive artifacts.
- Methodology
- Read the methodology
Ranking
| Rank | Repository | Metric | Context |
|---|---|---|---|
| 1 | affaan-m/ECC | 233,714 stars | Matched MCP signal; latest observed in 2026-W31; JavaScript. |
| 2 | n8n-io/n8n | 198,137 stars | Matched MCP signal; latest observed in 2026-W31; TypeScript. |
| 3 | affaan-m/everything-claude-code | 186,048 stars | Matched MCP signal; latest observed in 2026-W21; JavaScript. |
| 4 | Snailclimb/JavaGuide | 157,321 stars | Matched MCP signal; latest observed in 2026-W31; JavaScript. |
| 5 | langgenius/dify | 150,345 stars | Matched MCP signal; latest observed in 2026-W31; TypeScript. |
| 6 | open-webui/open-webui | 146,851 stars | Matched MCP signal; latest observed in 2026-W31; Python. |
| 7 | farion1231/cc-switch | 121,450 stars | Matched MCP signal; latest observed in 2026-W31; Rust. |
| 8 | Graphify-Labs/graphify | 96,560 stars | Matched MCP signal; latest observed in 2026-W31; Python. |
| 9 | punkpeye/awesome-mcp-servers | 91,434 stars | Matched MCP signal; latest observed in 2026-W31; Unknown. |
| 10 | modelcontextprotocol/servers | 88,925 stars | Matched MCP signal; latest observed in 2026-W31; TypeScript. |
| 11 | lobehub/lobehub | 80,838 stars | Matched MCP signal; latest observed in 2026-W31; TypeScript. |
| 12 | netdata/netdata | 79,863 stars | Matched MCP signal; latest observed in 2026-W31; Go. |
| 13 | koala73/worldmonitor | 74,893 stars | Matched MCP signal; latest observed in 2026-W31; TypeScript. |
| 14 | D4Vinci/Scrapling | 71,360 stars | Matched MCP signal; latest observed in 2026-W31; Python. |
| 15 | ComposioHQ/awesome-claude-skills | 70,950 stars | Matched MCP signal; latest observed in 2026-W31; Python. |
| 16 | headroomlabs-ai/headroom | 62,632 stars | Matched MCP signal; latest observed in 2026-W31; Python. |
| 17 | Panniantong/Agent-Reach | 61,060 stars | Matched MCP signal; latest observed in 2026-W31; Python. |
| 18 | upstash/context7 | 59,801 stars | Matched MCP signal; latest observed in 2026-W31; TypeScript. |
| 19 | sansan0/TrendRadar | 57,787 stars | Matched MCP signal; latest observed in 2026-W21; Python. |
| 20 | MemPalace/mempalace | 57,774 stars | Matched MCP signal; latest observed in 2026-W31; Python. |
| 21 | zylon-ai/private-gpt | 57,342 stars | Matched MCP signal; latest observed in 2026-W30; Python. |
| 22 | DenisSergeevitch/agents-best-practices | 757 stars | Matched MCP signal; latest observed in 2026-W21; Unknown. |
| 23 | winsznx/theeleven | 702 stars | Matched MCP signal; latest observed in 2026-W27; TypeScript. |
| 24 | rebel0789/codexpro | 639 stars | Matched MCP signal; latest observed in 2026-W26; JavaScript. |
| 25 | muhammadqasimkalhoro94-blip/claude-zeroclaw-agentics | 421 stars | Matched MCP signal; latest observed in 2026-W22; Unknown. |
| 26 | vshulcz/deja-vu | 387 stars | Matched MCP signal; latest observed in 2026-W30; Go. |
| 27 | jdevalk/specification.website | 342 stars | Matched MCP signal; latest observed in 2026-W23; TypeScript. |
| 28 | testerlingcodo/gemini-antigravity-cli | 312 stars | Matched MCP signal; latest observed in 2026-W22; TypeScript. |
| 29 | PolyMomentum-Labs/.github | 287 stars | Matched MCP signal; latest observed in 2026-W23; Unknown. |
| 30 | SuperJJ007/CSSwitch | 263 stars | Matched MCP signal; latest observed in 2026-W28; Rust. |
| 31 | PlaceNL2026/best-of-algorithmic-trading | 246 stars | Matched MCP signal; latest observed in 2026-W21; TypeScript. |
| 32 | Callous-0923/agent-study | 245 stars | Matched MCP signal; latest observed in 2026-W21; HTML. |
| 33 | eli-labz/Godcoder | 245 stars | Matched MCP signal; latest observed in 2026-W27; Rust. |
| 34 | dex-original/okx-agent-trade-kit | 230 stars | Matched MCP signal; latest observed in 2026-W21; TypeScript. |
| 35 | aresyn/codex-control-plane-mcp | 221 stars | Matched MCP signal; latest observed in 2026-W26; Python. |
| 36 | risa-labs-inc/BossConsole | 199 stars | Matched MCP signal; latest observed in 2026-W31; Kotlin. |
| 37 | yolfinance/yolfi-agent | 180 stars | Matched MCP signal; latest observed in 2026-W26; JavaScript. |
| 38 | 0xwilliamortiz/openclaude-improved | 175 stars | Matched MCP signal; latest observed in 2026-W31; TypeScript. |
| 39 | sandbaseai/managed-agents | 172 stars | Matched MCP signal; latest observed in 2026-W29; TypeScript. |
| 40 | Oft3r/agentic-trading-desk | 169 stars | Matched MCP signal; latest observed in 2026-W28; Python. |
| 41 | ai4s-research/open-science | 157 stars | Matched MCP signal; latest observed in 2026-W28; TypeScript. |
| 42 | RongleCat/grok-go | 138 stars | Matched MCP signal; latest observed in 2026-W29; Rust. |
| 43 | pueschel88/Tradingview-MCP | 133 stars | Matched MCP signal; latest observed in 2026-W29; TypeScript. |
| 44 | PentHertz/grimoire | 132 stars | Matched MCP signal; latest observed in 2026-W25; Python. |
| 45 | kitforai/kitforai | 131 stars | Matched MCP signal; latest observed in 2026-W29; TypeScript. |
| 46 | PlaceNL2026/okx-agent-trade-kit | 126 stars | Matched MCP signal; latest observed in 2026-W21; TypeScript. |
| 47 | nhevers/project-r0x | 124 stars | Matched MCP signal; latest observed in 2026-W29; TypeScript. |
| 48 | Manavarya09/public-apis-live | 118 stars | Matched MCP signal; latest observed in 2026-W26; TypeScript. |
| 49 | claude-code-ai-anthropic/free-claude-code-ai-desktop-app | 113 stars | Matched MCP signal; latest observed in 2026-W25; TypeScript. |
| 50 | cporter202/coreclaw-api-directory | 104 stars | Matched MCP signal; latest observed in 2026-W31; Python. |
| 51 | Aimino-Tech/opendocswork-mcp | 102 stars | Matched MCP signal; latest observed in 2026-W23; Rust. |
| 52 | michaelshimeles/boring-computers | 93 stars | Matched MCP signal; latest observed in 2026-W28; Go. |
| 53 | ruvnet/agent-harness-generator | 93 stars | Matched MCP signal; latest observed in 2026-W25; TypeScript. |
| 54 | dabberman456/finance-mcp-app | 91 stars | Matched MCP signal; latest observed in 2026-W30; TypeScript. |
| 55 | JesusRS1/stock-trade-finance-api | 91 stars | Matched MCP signal; latest observed in 2026-W30; TypeScript. |
| 56 | yc-duan/fastctx | 90 stars | Matched MCP signal; latest observed in 2026-W30; Rust. |
| 57 | icebird1998/scientific-illustrator | 87 stars | Matched MCP signal; latest observed in 2026-W31; JavaScript. |
| 58 | marketcaper/mcp | 87 stars | Matched MCP signal; latest observed in 2026-W30; Unknown. |
| 59 | dikurdikur/palmier-pro-windows | 79 stars | Matched MCP signal; latest observed in 2026-W26; C#. |
| 60 | PerfectXM/mcp-db-server | 77 stars | Matched MCP signal; latest observed in 2026-W26; Java. |
| 61 | simonlin1212/Vibe-Research | 76 stars | Matched MCP signal; latest observed in 2026-W28; TypeScript. |
| 62 | MegaTroll222/VOX-COLLAGE-BROLL | 70 stars | Matched MCP signal; latest observed in 2026-W30; Unknown. |
| 63 | HuolalaTech/huolala-figma-mcp | 68 stars | Matched MCP signal; latest observed in 2026-W25; Python. |
| 64 | tonnode/mcp | 66 stars | Matched MCP signal; latest observed in 2026-W30; TypeScript. |
| 65 | mintdotgg/mint-threejs-skills | 65 stars | Matched MCP signal; latest observed in 2026-W29; TypeScript. |
| 66 | wassermanproductions/wassermans-filmmaker-suite | 65 stars | Matched MCP signal; latest observed in 2026-W29; Unknown. |
| 67 | nextdev-labs/mcp | 62 stars | Matched MCP signal; latest observed in 2026-W24; TypeScript. |
| 68 | zmustafa/AzureSupportAgent | 61 stars | Matched MCP signal; latest observed in 2026-W25; Python. |
| 69 | coleam00/helpline | 59 stars | Matched MCP signal; latest observed in 2026-W22; Python. |
| 70 | sm18lr88/STT-MCP | 56 stars | Matched MCP signal; latest observed in 2026-W31; Python. |
| 71 | vixues/LeAgent | 53 stars | Matched MCP signal; latest observed in 2026-W22; Python. |
| 72 | robzilla1738/Codex-Workflows | 52 stars | Matched MCP signal; latest observed in 2026-W24; TypeScript. |