MCP Trends
Top 25 trending MCP servers by 7-day momentum
updated daily · 17,672 tracked
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Rankings still collecting. Momentum needs about a week of daily history. Until then servers are ordered by adoption and the rank column shows —.
| # | 7d | Server | Category | Adoption | Trend | Src |
|---|---|---|---|---|---|---|
| — | — | 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 | 65.2k +20.3k | Not enough history for a trend | ↗Open source repository |
| — | — | 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 | 23.2k | Not enough history for a trend | ↗Open source repository |
| — | — | PraisonAI io.github.MervinPraison/praisonai AI Agents Framework with Self Reflection and MCP support | ai-and-ml | 8.5k +6.8k | Not enough history for a trend | ↗Open source repository |
| — | — | Airweave Search io.github.airweave-ai/search MCP server for searching Airweave collections with natural language queries. | ai-and-ml | 6.5k +897 | Not enough history for a trend | ↗Open source repository |
| — | — | strata ai.klavis/strata MCP server for progressive tool usage at any scale (see https://klavis.ai) | ai-and-ml | 5.8k | Not enough history for a trend | ↗Open source repository |
| — | — | AdsAgent+2 related io.github.nowork-studio/adsagent Google Ads analysis and operations — read performance, manage keywords, bids, and campaigns. | ai-and-ml | 3.2k | Not enough history for a trend | ↗Open source repository |
| — | — | arxiv-mcp-server io.github.blazickjp/arxiv-mcp-server Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP. | ai-and-ml | 3k +12.5k | Not enough history for a trend | ↗Open source repository |
| — | — | SemioticNEW io.github.nteract/semiotic Verified React chart generation: select, validate, repair, render, and inspect charts through MCP. | ai-and-ml | 2.7k +8.3k | Not enough history for a trend | ↗Open source repository |
| — | — | EdgarTools io.github.dgunning/edgartools Open-source SEC EDGAR toolkit — 11 tools, 7 prompts, every filing type. No API key required. | ai-and-ml | 2.5k | Not enough history for a trend | ↗Open source repository |
| — | — | PaperBanana io.github.llmsresearch/paperbanana Generate academic diagrams and statistical plots from text using multi-agent AI. | ai-and-ml | 2.1k +1.4k | Not enough history for a trend | ↗Open source repository |
| — | — | wigoloNEW io.github.KnockOutEZ/wigolo Local-first web intelligence MCP server for AI coding agents | ai-and-ml | 1.9k +1.5k | Not enough history for a trend | ↗Open source repository |
| — | — | jshookmcp io.github.vmoranv/jshookmcp MCP server for JavaScript analysis, security auditing, browser automation and hooks | ai-and-ml | 1.8k | Not enough history for a trend | ↗Open source repository |
| — | — | mcp com.stripe/mcp MCP server integrating with Stripe - tools for customers, products, payments, and more. | ai-and-ml | 1.7k | Not enough history for a trend | ↗Open source repository |
| — | — | tooluniverse io.github.mims-harvard/tooluniverse 1000+ scientific tools for AI scientists: life science, reserach, literature, and more. | ai-and-ml | 1.6k +33.9k | Not enough history for a trend | ↗Open source repository |
| — | — | ros-mcp-server io.github.robotmcp/ros-mcp-server Connect AI models like Claude & ChatGPT with ROS robots using MCP | ai-and-ml | 1.3k | Not enough history for a trend | ↗Open source repository |
| — | — | voicemode dev.voicemode/voicemode Natural voice conversations for AI assistants - STT/TTS via MCP | ai-and-ml | 1.3k +5.1k | Not enough history for a trend | ↗Open source repository |
| — | — | pm-claude-skillsNEW io.github.mohitagw15856/pm-claude-skills 730 professional Agent Skills + workflow recipes — searchable & fetchable over MCP. | ai-and-ml | 1.2k +2.2k | Not enough history for a trend | ↗Open source repository |
| — | — | GoModelNEW io.github.ENTERPILOT/gomodel Self-hosted gateway aggregating upstream MCP servers behind one authenticated HTTP endpoint. | ai-and-ml | 1k | Not enough history for a trend | ↗Open source repository |
| — | — | mcp-neo4j-cypher+1 related io.github.neo4j-contrib/mcp-neo4j-cypher A simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database. | ai-and-ml | 981 +12.2k | Not enough history for a trend | ↗Open source repository |
| — | — | Octocode MCP - AI Context Platform io.github.bgauryy/octocode-mcp AI code research platform. Search, analyze, and extract insights from any GitHub repository. | ai-and-ml | 895 +2.7k | Not enough history for a trend | ↗Open source repository |
| — | — | Persome io.github.Intuition-Lab/personal-model Local-first personal memory and model server for trusted MCP agents on macOS. | ai-and-ml | 871 +146 | Not enough history for a trend | ↗Open source repository |
| — | — | PDF Reader MCPNEW io.github.SylphxAI/pdf-reader-mcp Evidence-first PDF MCP. Agent Document Twin with citeable page+bbox evidence. | ai-and-ml | 830 | Not enough history for a trend | ↗Open source repository |
| — | — | Tapo MCP io.github.mihai-dinculescu/tapo-mcp MCP server for discovering and controlling TP-Link Tapo smart home devices via AI Agents | ai-and-ml | 776 | Not enough history for a trend | ↗Open source repository |
| — | — | OpenBrand io.github.ethanjyx/openbrand Extract brand assets (logos, colors, backdrop images, brand name) from any website URL | ai-and-ml | 769 +33 | Not enough history for a trend | ↗Open source repository |
| — | — | openflowkit-mcp io.github.Vrun-design/openflowkit-mcp Local-first OpenFlowKit diagramming tools for Claude, Cursor, Windsurf & other MCP clients. | ai-and-ml | 645 | Not enough history for a trend | ↗Open source repository |
- ——ai-and-mlclaude-flowio.github.ruvnet/claude-flowAI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.65.2kusersNot enough history for a trendsource ↗
- ——ai-and-mlAgent Skills Search Serverai.com.mcp/skills-searchSearch and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server.23.2kusersNot enough history for a trendsource ↗
- ——ai-and-mlPraisonAIio.github.MervinPraison/praisonaiAI Agents Framework with Self Reflection and MCP support8.5kusersNot enough history for a trendsource ↗
- ——ai-and-mlAirweave Searchio.github.airweave-ai/searchMCP server for searching Airweave collections with natural language queries.6.5kusersNot enough history for a trendsource ↗
- ——ai-and-mlstrataai.klavis/strataMCP server for progressive tool usage at any scale (see https://klavis.ai)5.8kusersNot enough history for a trendsource ↗
- ——ai-and-mlAdsAgentio.github.nowork-studio/adsagentGoogle Ads analysis and operations — read performance, manage keywords, bids, and campaigns.3.2kusersNot enough history for a trendsource ↗
- ——ai-and-mlarxiv-mcp-serverio.github.blazickjp/arxiv-mcp-serverSearch arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.3kusersNot enough history for a trendsource ↗
- ——ai-and-mlSemioticNEWio.github.nteract/semioticVerified React chart generation: select, validate, repair, render, and inspect charts through MCP.2.7kusersNot enough history for a trendsource ↗
- ——ai-and-mlEdgarToolsio.github.dgunning/edgartoolsOpen-source SEC EDGAR toolkit — 11 tools, 7 prompts, every filing type. No API key required.2.5kusersNot enough history for a trendsource ↗
- ——ai-and-mlPaperBananaio.github.llmsresearch/paperbananaGenerate academic diagrams and statistical plots from text using multi-agent AI.2.1kusersNot enough history for a trendsource ↗
- ——ai-and-mlwigoloNEWio.github.KnockOutEZ/wigoloLocal-first web intelligence MCP server for AI coding agents1.9kusersNot enough history for a trendsource ↗
- ——ai-and-mljshookmcpio.github.vmoranv/jshookmcpMCP server for JavaScript analysis, security auditing, browser automation and hooks1.8kusersNot enough history for a trendsource ↗
- ——ai-and-mlmcpcom.stripe/mcpMCP server integrating with Stripe - tools for customers, products, payments, and more.1.7kusersNot enough history for a trendsource ↗
- ——ai-and-mltooluniverseio.github.mims-harvard/tooluniverse1000+ scientific tools for AI scientists: life science, reserach, literature, and more.1.6kusersNot enough history for a trendsource ↗
- ——ai-and-mlros-mcp-serverio.github.robotmcp/ros-mcp-serverConnect AI models like Claude & ChatGPT with ROS robots using MCP1.3kusersNot enough history for a trendsource ↗
- ——ai-and-mlvoicemodedev.voicemode/voicemodeNatural voice conversations for AI assistants - STT/TTS via MCP1.3kusersNot enough history for a trendsource ↗
- ——ai-and-mlpm-claude-skillsNEWio.github.mohitagw15856/pm-claude-skills730 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.1.2kusersNot enough history for a trendsource ↗
- ——ai-and-mlGoModelNEWio.github.ENTERPILOT/gomodelSelf-hosted gateway aggregating upstream MCP servers behind one authenticated HTTP endpoint.1kusersNot enough history for a trendsource ↗
- ——ai-and-mlmcp-neo4j-cypherio.github.neo4j-contrib/mcp-neo4j-cypherA simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database.981usersNot enough history for a trendsource ↗
- ——ai-and-mlOctocode MCP - AI Context Platformio.github.bgauryy/octocode-mcpAI code research platform. Search, analyze, and extract insights from any GitHub repository.895usersNot enough history for a trendsource ↗
- ——ai-and-mlPersomeio.github.Intuition-Lab/personal-modelLocal-first personal memory and model server for trusted MCP agents on macOS.871usersNot enough history for a trendsource ↗
- ——ai-and-mlPDF Reader MCPNEWio.github.SylphxAI/pdf-reader-mcpEvidence-first PDF MCP. Agent Document Twin with citeable page+bbox evidence.830usersNot enough history for a trendsource ↗
- ——ai-and-mlTapo MCPio.github.mihai-dinculescu/tapo-mcpMCP server for discovering and controlling TP-Link Tapo smart home devices via AI Agents776usersNot enough history for a trendsource ↗
- ——ai-and-mlOpenBrandio.github.ethanjyx/openbrandExtract brand assets (logos, colors, backdrop images, brand name) from any website URL769usersNot enough history for a trendsource ↗
- ——ai-and-mlopenflowkit-mcpio.github.Vrun-design/openflowkit-mcpLocal-first OpenFlowKit diagramming tools for Claude, Cursor, Windsurf & other MCP clients.645usersNot enough history for a trendsource ↗
Showing the top 25 of 3,594 in ai-and-mlOrdered by adoption