MCP Trends
Top 25 trending MCP servers by 7-day momentum
updated daily · 49,240 tracked
Subscribe to the weekly digest
The weekly cut: movers, new arrivals, and category trends. See which MCP servers are rising and which are fading before committing to one.
One email a week. Unsubscribe any time.
| # | 7d | Server | Category | Adoption | Trend | Src |
|---|---|---|---|---|---|---|
| 1 | +79.2k — Gained 79.2k stars this week | REANEW io.github.morluto/rea Reverse engineer anything from your terminal or agent with one CLI and MCP server. | ai-and-ml | 375k +397k | ↗Open source repository | |
| 7 | +3.1k — Gained 3.1k stars this week | claude-flow io.github.ruvnet/claude-flow AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev. | ai-and-ml | 78.9k | ↗Open source repository | |
| 10 | +67 — Gained 67 stars this week | Deep Agentic Core MCPNEW io.github.DeepAgentLabs/deep-agentic-core-mcp Unified MCP server for AgenticLens and Agentic Chaos capabilities. | ai-and-ml | 67 +10.4k | ↗Open source repository | |
| 11 | +31 — Gained 31 stars this week | Ouroboros io.github.Q00/ouroboros Pins an acceptance spec; the verify command and expected output never enter the success contract. | ai-and-ml | 6.3k +30.4k | ↗Open source repository | |
| 13 | +130 — Gained 130 stars this week | Concord MCPNEW io.github.Get-Concord-AI/concord-mcp Cross-harness communication and shared work-state for AI coding agents. | ai-and-ml | 654 +522 | ↗Open source repository | |
| 18 | +702 — Gained 702 stars this week | Google Ads + Meta Ads + SEO/GEO MCP io.github.irinabuht12-oss/google-meta-ads-ga4-mcp Google Ads, Meta Ads, Google Analytics (GA4) & Search Console MCP server by Ryze AI | ai-and-ml | 5.8k | ↗Open source repository | |
| 23 | +38 — Gained 38 stars this week | UniFi Network MCP+1 related io.github.sirkirby/unifi-network-mcp Manage UniFi Network devices, clients, firewall, VLANs, VPNs, and more via MCP. | ai-and-ml | 946 +16.8k | ↗Open source repository | |
| 25 | +79 — Gained 79 stars this week | agent-harnessesNEW io.github.RyanAlberts/agent-harnesses Agent-harness picks, decision guides, setup templates, and skills; live GitHub/HN discovery. | ai-and-ml | 1.3k +234 | ↗Open source repository | |
| 26 | +13 — Gained 13 stars this week | tooluniverse io.github.mims-harvard/tooluniverse 2,700+ scientific tools for AI scientists: life science, research, literature, and more. | ai-and-ml | 1.8k +17.8k | ↗Open source repository | |
| 31 | +30 — Gained 30 stars this week | gflow-cliNEW io.github.ffroliva/gflow-cli Drive Google Flow from an agent: Veo video and Imagen image generation | ai-and-ml | 328 +2.2k | ↗Open source repository | |
| 36 | +14 — Gained 14 stars this week | Kinocut io.github.KyaniteLabs/kinocut Guardrailed video editing for AI agents: FFmpeg, captions, effects, Hyperframes, and receipts. | ai-and-ml | 220 +3.5k | ↗Open source repository | |
| 39 | +23 — Gained 23 stars this week | wigolo io.github.KnockOutEZ/wigolo Local-first web intelligence MCP server for AI coding agents | ai-and-ml | 5.5k +1.1k | ↗Open source repository | |
| 43 | +321 — Gained 321 stars this week | Agent Skills Search Server ai.com.mcp/skills-search Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server. | ai-and-ml | 26.5k | ↗Open source repository | |
| 44 | +25 — Gained 25 stars this week | claude-real-video io.github.HUANGCHIHHUNGLeo/claude-real-video Let any LLM watch a video locally — and search everything it has ever watched. | ai-and-ml | 2.3k +1.2k | ↗Open source repository | |
| 52 | +25 — Gained 25 stars this week | watch-skill io.github.oxbshw/watch-skill Watch video and live sessions, keep timestamped evidence, and verify an agent's own work. | ai-and-ml | 519 +696 | ↗Open source repository | |
| 53 | +283 — Gained 283 stars this week | Omnara com.omnara/omnara Deploy durable AI agents with Omnara, an open-source managed-agent platform. | ai-and-ml | 3.2k | ↗Open source repository | |
| 55 | +5 — Gained 5 stars this week | LLM Sandbox io.github.vndee/llm-sandbox Securely run LLM-generated code in isolated containers across 7 languages and 3 container backends. | ai-and-ml | 1.1k +102k | ↗Open source repository | |
| 59 | +11 — Gained 11 stars this week | REAPER MCPNEW com.twelvetake/reaper-mcp Enables AI assistants to control REAPER for mixing, mastering, MIDI and music production. | ai-and-ml | 93 +2.7k | ↗Open source repository | |
| 63 | +134 — Gained 134 stars this week | Repomix io.github.yamadashy/repomix Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search | ai-and-ml | 29k +58.6k | ↗Open source repository | |
| 74 | +10 — Gained 10 stars this week | PaperBanana io.github.llmsresearch/paperbanana Generate academic diagrams and statistical plots from text using multi-agent AI. | ai-and-ml | 2.4k +1.2k | ↗Open source repository | |
| 76 | +98 — Gained 98 stars this week | Agent-Native Slides+7 related io.github.BuilderIO/agent-native-slides Agent-Native Google Slides - generate and edit React presentations | ai-and-ml | 7.5k | ↗Open source repository | |
| 97 | +103 — Gained 103 stars this week | Honcho io.github.plastic-labs/honcho Memory that reasons: continual learning for stateful agents. Better context, fewer tokens. | ai-and-ml | 7.8k | ↗Open source repository | |
| 98 | +15 — Gained 15 stars this week | MemorixNEW io.github.AVIDS2/memorix Local-first project memory with legacy MCP and 2026 discovery compatibility. | ai-and-ml | 859 +960 | ↗Open source repository | |
| 102 | +8 — Gained 8 stars this week | freellmpool io.github.0xzr/freellmpool OpenAI-compatible MCP gateway cataloging 22 LLM providers, with routing, failover, and tools. | ai-and-ml | 134 +543 | ↗Open source repository | |
| 107 | +12 — Gained 12 stars this week | canvas-mcpNEW io.github.vishalsachdev/canvas-mcp Canvas LMS integration for students and educators with optional privacy controls | ai-and-ml | 307 +497 | ↗Open source repository |
- 1+79.2k — Gained 79.2k stars this weekai-and-mlREANEWio.github.morluto/reaReverse engineer anything from your terminal or agent with one CLI and MCP server.375kusers
- 7+3.1k — Gained 3.1k stars this weekai-and-mlclaude-flowio.github.ruvnet/claude-flowAI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.78.9kusers
- 10+67 — Gained 67 stars this weekai-and-mlDeep Agentic Core MCPNEWio.github.DeepAgentLabs/deep-agentic-core-mcpUnified MCP server for AgenticLens and Agentic Chaos capabilities.67users
- 11+31 — Gained 31 stars this weekai-and-mlOuroborosio.github.Q00/ouroborosPins an acceptance spec; the verify command and expected output never enter the success contract.6.3kusers
- 13+130 — Gained 130 stars this weekai-and-mlConcord MCPNEWio.github.Get-Concord-AI/concord-mcpCross-harness communication and shared work-state for AI coding agents.654users
- 18+702 — Gained 702 stars this weekai-and-mlGoogle Ads + Meta Ads + SEO/GEO MCPio.github.irinabuht12-oss/google-meta-ads-ga4-mcpGoogle Ads, Meta Ads, Google Analytics (GA4) & Search Console MCP server by Ryze AI5.8kusers
- 23+38 — Gained 38 stars this weekai-and-mlUniFi Network MCPio.github.sirkirby/unifi-network-mcpManage UniFi Network devices, clients, firewall, VLANs, VPNs, and more via MCP.946users
- 25+79 — Gained 79 stars this weekai-and-mlagent-harnessesNEWio.github.RyanAlberts/agent-harnessesAgent-harness picks, decision guides, setup templates, and skills; live GitHub/HN discovery.1.3kusers
- 26+13 — Gained 13 stars this weekai-and-mltooluniverseio.github.mims-harvard/tooluniverse2,700+ scientific tools for AI scientists: life science, research, literature, and more.1.8kusers
- 31+30 — Gained 30 stars this weekai-and-mlgflow-cliNEWio.github.ffroliva/gflow-cliDrive Google Flow from an agent: Veo video and Imagen image generation328users
- 36+14 — Gained 14 stars this weekai-and-mlKinocutio.github.KyaniteLabs/kinocutGuardrailed video editing for AI agents: FFmpeg, captions, effects, Hyperframes, and receipts.220users
- 39+23 — Gained 23 stars this weekai-and-mlwigoloio.github.KnockOutEZ/wigoloLocal-first web intelligence MCP server for AI coding agents5.5kusers
- 43+321 — Gained 321 stars this weekai-and-mlAgent Skills Search Serverai.com.mcp/skills-searchSearch and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server.26.5kusers
- 44+25 — Gained 25 stars this weekai-and-mlclaude-real-videoio.github.HUANGCHIHHUNGLeo/claude-real-videoLet any LLM watch a video locally — and search everything it has ever watched.2.3kusers
- 52+25 — Gained 25 stars this weekai-and-mlwatch-skillio.github.oxbshw/watch-skillWatch video and live sessions, keep timestamped evidence, and verify an agent's own work.519users
- 53+283 — Gained 283 stars this weekai-and-mlOmnaracom.omnara/omnaraDeploy durable AI agents with Omnara, an open-source managed-agent platform.3.2kusers
- 55+5 — Gained 5 stars this weekai-and-mlLLM Sandboxio.github.vndee/llm-sandboxSecurely run LLM-generated code in isolated containers across 7 languages and 3 container backends.1.1kusers
- 59+11 — Gained 11 stars this weekai-and-mlREAPER MCPNEWcom.twelvetake/reaper-mcpEnables AI assistants to control REAPER for mixing, mastering, MIDI and music production.93users
- 63+134 — Gained 134 stars this weekai-and-mlRepomixio.github.yamadashy/repomixPack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search29kusers
- 74+10 — Gained 10 stars this weekai-and-mlPaperBananaio.github.llmsresearch/paperbananaGenerate academic diagrams and statistical plots from text using multi-agent AI.2.4kusers
- 76+98 — Gained 98 stars this weekai-and-mlAgent-Native Slidesio.github.BuilderIO/agent-native-slidesAgent-Native Google Slides - generate and edit React presentations7.5kusers
- 97+103 — Gained 103 stars this weekai-and-mlHonchoio.github.plastic-labs/honchoMemory that reasons: continual learning for stateful agents. Better context, fewer tokens.7.8kusers
- 98+15 — Gained 15 stars this weekai-and-mlMemorixNEWio.github.AVIDS2/memorixLocal-first project memory with legacy MCP and 2026 discovery compatibility.859users
- 102+8 — Gained 8 stars this weekai-and-mlfreellmpoolio.github.0xzr/freellmpoolOpenAI-compatible MCP gateway cataloging 22 LLM providers, with routing, failover, and tools.134users
- 107+12 — Gained 12 stars this weekai-and-mlcanvas-mcpNEWio.github.vishalsachdev/canvas-mcpCanvas LMS integration for students and educators with optional privacy controls307users
Showing the top 25 of 7,350 in ai-and-mlRanked by 7-day momentum