MCP server quality leaderboard
Ranked by TrustScore, a public-data maintenance and adoption signal. Click any row to inspect the five-dimension breakdown and verify the sources.
📬 Don't want to check every week? Get the radar in your inbox.
Subscribe free5722 totalShowing 100 of 5722
| # | Server | TrustScore | Status | Stars | Weekly dl | Last commit | Verdict |
|---|---|---|---|---|---|---|---|
| 1 | io.github.D4Vinci/Scrapling Scrapling MCP Server | 93 | Active | 73.8k | — | 3d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 2 | io.github.ChromeDevTools/chrome-devtools-mcp Chrome DevTools MCP | 93 | Active | 49.4k | 2211.1k | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 3 | io.github.modelscope/funasr-mcp FunASR | 92 | Active | 19.9k | — | 1d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 4 | com.mock-server/mockserver Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependenc | 89 | Active | 4.9k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 5 | app.worldmonitor/mcp World Monitor | 88 | Active | 83k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 6 | dev.ohmyposh/validator Oh My Posh Validator | 88 | Active | 23.3k | — | 3d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 7 | io.github.Softeria/ms-365-mcp-server Microsoft 365 MCP Server | 88 | Active | 908 | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 8 | io.github.netdata/mcp-server Netdata | 87 | Active | 80.2k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 9 | io.github.microsoft/playwright-mcp Playwright Tools for MCP | 87 | Active | 36.1k | 6659.3k | 7d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 10 | io.github.homeassistant-ai/ha-mcp Comprehensive Model Context Protocol server for managing Home Assistant through | 87 | Active | 4.4k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 11 | io.github.bytebase/dbhub DBHub | 87 | Active | 3.4k | 15k | 1d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 12 | io.github.ihor-sokoliuk/mcp-searxng SearXNG Search | 87 | Active | 1.1k | 23k | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 13 | io.github.usekaneo/kaneo Official MCP server for Kaneo: manage tasks, projects, and labels from Claude an | 86 | Active | 8k | 984 | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 14 | com.xcodebuildmcp/XcodeBuildMCP XcodeBuildMCP provides tools for Xcode project management, simulator management, | 86 | Active | 6.2k | 154.4k | 10d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 15 | io.github.Ataraxy-Labs/sem Entity-level code intelligence: semantic diff, impact analysis, blame, and conte | 86 | Active | 3.3k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 16 | io.github.jgravelle/jcodemunch-mcp jCodemunch MCP | 86 | Active | 2.6k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 17 | @upstash/context7-mcp Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors | 85 | Active | 61k | 779.3k | 1d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 18 | io.github.DeusData/codebase-memory-mcp Codebase Memory | 85 | Active | 39.6k | 11.9k | 1d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 19 | io.github.compiler-explorer/compiler-explorer Compiler Explorer | 85 | Active | 19k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 20 | io.github.wonderwhy-er/desktop-commander Desktop Commander | 85 | Active | 9.3k | 109.7k | 7d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 21 | io.github.Q00/ouroboros Ouroboros | 85 | Active | 5.4k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 22 | io.github.callstack/agent-device agent-device | 85 | Active | 4.1k | 131.5k | 1d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 23 | io.github.atilaahmettaner/tradingview-mcp Real-time market data, screeners, technical analysis & backtesting for stocks, c | 85 | Active | 3.9k | — | 5d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 24 | io.github.zereight/gitlab-mcp GitLab MCP server for projects, merge requests, issues, pipelines, wiki, release | 85 | Active | 1.9k | 93k | 10d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 25 | chrome-devtools-mcp Chrome DevTools for coding agents | 84 | Active | 49.4k | 2211.1k | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 26 | io.github.github/github-mcp-server GitHub | 84 | Active | 32.3k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 27 | io.github.firecrawl/firecrawl-mcp-server Firecrawl MCP Server | 84 | Active | 7.3k | 167.9k | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 28 | io.github.mobile-next/mobile-mcp MCP server for iOS and Android Mobile Development, Automation and Testing | 84 | Active | 5.9k | 37.2k | 5d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 29 | io.github.nteract/semiotic Semiotic | 84 | Active | 2.7k | 8.6k | 1d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 30 | io.github.patrickchugh/terravision TerraVision | 84 | Active | 1.6k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 31 | ai.smithery/ChiR24-unreal_mcp Control Unreal Engine to browse assets, import content, and manage levels and se | 84 | Active | 828 | — | 2d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 32 | ai.smithery/ChiR24-unreal_mcp_server A comprehensive Model Context Protocol (MCP) server that enables AI assistants t | 84 | Active | 828 | — | 2d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 33 | io.github.googleapis/mcp-toolbox MCP Toolbox for Databases | 83 | Active | 16.2k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 34 | io.github.droidrun/mobilerun Control real Android and iOS devices with LLM agents — tap, swipe, type, automat | 83 | Active | 9.1k | — | 5d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 35 | io.github.plastic-labs/honcho Honcho | 83 | Active | 6.6k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 36 | io.github.54yyyu/zotero-mcp Zotero MCP | 83 | Active | 4.6k | — | 6d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 37 | io.github.HUANGCHIHHUNGLeo/claude-real-video Let any LLM watch a video locally — and search everything it has ever watched. | 83 | Active | 2k | — | 1d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 38 | io.github.drhelius/gearboy Gearboy MCP Server | 83 | Active | 1.2k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 39 | io.github.TencentCloudBase/cloudbase-mcp CloudBase | 83 | Active | 1.1k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 40 | io.github.AVIDS2/memorix Memorix | 83 | Active | 621 | — | 1d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 41 | io.github.hostinger/hostinger-api-mcp MCP server for Hostinger API | 83 | Active | 140 | 103.8k | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 42 | io.github.screenpipe/screenpipe-mcp screenpipe | 82 | Active | 20.9k | 8.3k | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 43 | com.jitsu/mcp Jitsu | 82 | Active | 5k | — | 2d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 44 | com.microsoft/microsoft-fabric Microsoft Fabric MCP Server | 82 | Active | 3.6k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 45 | io.github.mutonby/openshorts Turn long videos into viral vertical shorts and publish them to TikTok, Instagra | 82 | Active | 3.2k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 46 | io.github.iwe-org/iwe IWE | 82 | Active | 1.5k | — | 1d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 47 | io.github.mongodb-js/mongodb-mcp-server MongoDB Model Context Protocol Server | 82 | Active | 1.1k | 206.2k | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 48 | io.github.shinpr/mcp-local-rag Easy-to-setup local RAG server with minimal configuration | 82 | Active | 368 | 3.3k | 4d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 49 | io.draw/mcp draw.io | 81 | Active | 5.2k | — | 13d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 50 | io.github.marckohlbrugge/sessy Sessy — Amazon SES observability | 81 | Active | 910 | — | 5d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 51 | io.github.xbbg-org/xbbg-mcp xbbg MCP | 81 | Active | 759 | — | 1d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 52 | io.github.BlockRunAI/blockrun-mcp Web search, deep research, prediction markets & crypto data for AI agents. Pay p | 81 | Active | 390 | 2.8k | 3d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 53 | io.github.drhelius/gearsystem Gearsystem MCP Server | 81 | Active | 384 | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 54 | io.github.alisaitteke/photoshop-mcp MCP server for Adobe Photoshop — 102 tools (generative AI + recipes), standalone | 81 | Active | 323 | — | 9d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 55 | io.github.vishalsachdev/canvas-mcp Canvas LMS integration for students and educators with FERPA-compliant analytics | 81 | Active | 190 | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 56 | io.github.awkoy/notion-mcp-server Token-auth Notion MCP: pages, databases, blocks, comments, files. Runs headless | 81 | Active | 166 | 2.2k | 11d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 57 | ai.com.mcp/registry MCP Registry Server | 80 | Active | 7.2k | — | 7d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 58 | io.github.revolist/revogrid-mcp RevoGrid DataGrid MCP | 80 | Active | 3.4k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 59 | io.github.containers/kubernetes-mcp-server A Model Context Protocol (MCP) server for Kubernetes and OpenShift | 80 | Active | 2k | 8.3k | 3d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 60 | io.github.mims-harvard/tooluniverse 2,500+ scientific tools for AI scientists: life science, research, literature, a | 80 | Active | 1.6k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 61 | mcp-server-kubernetes MCP Server for kubernetes management commands | 80 | Active | 1.6k | 11k | 11d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 62 | io.github.chernistry/bernstein Declarative agent orchestration for engineering teams | 80 | Active | 929 | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 63 | io.github.eat-pray-ai/yutu yutu | 80 | Active | 609 | 139 | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 64 | io.github.StuMason/coolify 44 optimized tools for managing Coolify infrastructure, diagnostics, and docs se | 80 | Active | 548 | 10.4k | 6d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 65 | io.github.Muvon/octocode Octocode | 80 | Active | 446 | — | 1d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 66 | io.github.ShaftHQ/shaft-mcp shaft-mcp | 80 | Active | 404 | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 67 | com.zapier/mcp Zapier | 80 | Active | 375 | — | 13d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 68 | io.github.Lyellr88/marm-mcp-server Universal MCP Server with advanced AI memory capabilities and semantic search. | 80 | Active | 329 | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 69 | io.github.ucsandman/dashclaw MCP server for DashClaw governance — guard, record, invoke, and discover capabil | 80 | Active | 293 | 261 | 1d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 70 | io.github.aartiq/nowaikit ServiceNow MCP Server (NowAIKit) | 80 | Active | 235 | 856 | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 71 | io.github.jfarcand/mirroir-mcp Control a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, ty | 80 | Active | 193 | 1.3k | 1d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 72 | io.github.achiya-automation/safari-mcp Native Safari browser automation for AI agents — 97 tools, zero Chrome overhead. | 80 | Active | 165 | 1.6k | 1d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 73 | io.github.dcostenco/prism-coder Session memory for coding agents: local-first recall, drift detection, on-device | 80 | Active | 155 | 1.8k | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 74 | io.github.shinpr/mcp-image AI image generation and editing with prompt optimization and quality presets | 80 | Active | 152 | 4k | 7d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 75 | ai.adeu/adeu Automated DOCX Redlining Engine | 80 | Active | 147 | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 76 | io.github.dynatrace-oss/Dynatrace-mcp [DEPRECATED] Dynatrace MCP Server. Migrate to dynatrace-for-ai or Dynatrace Remo | 80 | Active | 134 | 22k | 21d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 77 | io.github.structured-world/gitlab-mcp Advanced GitLab MCP server | 80 | Active | 6 | 2.7k | 11d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 78 | ai.com.mcp/skills-search Agent Skills Search Server | 79 | Active | 24.4k | — | 8d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 79 | com.apify/apify-mcp-server Extract data from any website with thousands of scrapers, crawlers, and automati | 79 | Active | 3.9k | — | 2d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 80 | io.github.skyhook-io/radar Radar Kubernetes MCP Server | 79 | Active | 2.9k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 81 | io.github.dongdongbh/mindwtr Mindwtr | 79 | Active | 1.7k | 165 | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 82 | io.github.mohitagw15856/pm-claude-skills 1117 professional Agent Skills + workflow recipes — searchable & fetchable over | 79 | Active | 1.3k | 2.7k | 1d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 83 | io.github.safedep/vet-mcp SafeDep Vet MCP | 79 | Active | 1.1k | — | 2d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 84 | io.github.ludo-technologies/pyscn pyscn | 79 | Active | 1k | — | 2d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 85 | io.github.SylphxAI/pdf-reader-mcp PDF Reader MCP | 79 | Active | 889 | 5.7k | 5d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 86 | io.github.MaxFreedomPollard/compartment Compartment | 79 | Active | 626 | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 87 | io.github.sbroenne/mcp-server-excel MCP Server for Excel | 79 | Active | 532 | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 88 | io.github.maxanatsko/mcp-engine SemanticOps MCP (for Power BI) | 79 | Active | 255 | — | 1d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 89 | io.github.Regsorm/code-index code-index | 79 | Active | 95 | 848 | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 90 | io.github.codegraph-ai/codegraph Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memory | 79 | Active | 69 | 2.2k | 9d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 91 | ai.kinlab/kin Kin | 79 | Active | 45 | 2k | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 92 | @playwright/mcp Playwright MCP server | 78 | Active | 36.3k | 4588.7k | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 93 | mcp-use The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Serve | 78 | Active | 10.5k | 43.5k | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 94 | io.github.grafana/mcp-grafana An MCP server giving access to Grafana dashboards, data and more. | 78 | Active | 3.4k | — | 2d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 95 | io.github.blazickjp/arxiv-mcp-server Search arXiv papers, download full text, semantic search, citation graphs, and a | 78 | Active | 3.1k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 96 | com.medplum/mcp Securely access and manage FHIR healthcare data stored in Medplum. | 78 | Active | 2.6k | — | today | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 97 | io.github.mnemox-ai/tradememory-protocol MCP memory for AI trading agents. Store trades, recall similar setups, track str | 78 | Active | 1.4k | — | 11d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 98 | dev.voicemode/voicemode Natural voice conversations for AI assistants - STT/TTS via MCP | 78 | Active | 1.3k | — | 24d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 99 | dev.emailmd/emailmd emailmd | 78 | Active | 1.3k | 3.5k | 19d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |
| 100 | mongodb-mcp-server A Model Context Protocol server to connect to MongoDB databases and MongoDB Atla | 78 | Active | 1.1k | 74.8k | 1d | ✅ No clear abandonment signal detected; complete security and compatibility checks before production use |