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    Servers

    MCP servers from the registry, REST APIs and open-source projects, at their latest versions: how each is reached, what it needs, and how it runs.

    5 786 servers

    serverdescriptiontierscoretools
    superlocalmemoryio.github.varun369/superlocalmemory · v2.7.5 · deprecated
    Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free. deprecated
    		 open · package 83 failed
    MCP Server for Excelio.github.sbroenne/mcp-server-excel · v2.4.1
    Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only.
    		 open · package 83 failed
    projectmemio.github.riponcm/projectmem · v0.3.4
    Coding agent memory — one local MCP server for every project. Warns before repeating failed fixes.
    		 open · package 83 failed
    ros-mcp-serverio.github.robotmcp/ros-mcp-server · v3.1.2
    Connect AI models like Claude & ChatGPT with ROS robots using MCP
    		 open · package 83 failed
    mcp-for-apiio.github.appwrite/mcp-for-api · v0.2.8
    MCP (Model Context Protocol) server for Appwrite
    		 open · package 83 failed
    mcp-videoio.github.KyaniteLabs/mcp-video · v1.6.16
    Compatibility package: mcp-video now installs Kinocut (formerly mcp-video).
    		 open · package 82 203
    Kinocutio.github.KyaniteLabs/kinocut · v1.16.1
    Guardrailed video editing for AI agents: FFmpeg, captions, effects, Hyperframes, and receipts.
    		 open · package 82 203
    photoshop-mcpio.github.alisaitteke/photoshop-mcp · v1.7.37
    MCP server for Adobe Photoshop — 128 tools (generative AI + recipes), standalone web UI. Control Ph…
    		 open · package 82 128
    Vestigeio.github.samvallad33/vestige · v4.2.0
    Causal Proof Engine for AI agents: signed log, zero vectors, failures traced to their cause.
    		 open · package 82 16
    scrivener-mcpio.github.writerslogic/scrivener-mcp · v0.12.0
    MCP server for Scrivener: read, write, analyze, and search your manuscripts with AI assistants.
    		 open · package 82 15
    FableCutio.github.ronak-create/fablecut · v1.14.0
    Zero-dependency browser video editor AI agents drive via a JSON timeline over MCP; ffmpeg export.
    		 open · package 82 failed
    node9io.github.node9-ai/node9 · v2.26.2
    Access control for AI agents and MCP servers: allow, hold for approval, or block each tool call
    		 open · package 82 failed
    ThoughtDAGio.github.chenxiachan/thoughtdag · v0.2.2
    Search local AI conversations by file or phrase and recall source turns. Four read-only tools.
    		 open · package 82 failed
    macOS-MCPio.github.Jeomon/macos-mcp · v0.3.6
    MCP server for macOS desktop automation via the Accessibility API.
    		 open · package 82 failed
    illustrator-mcp-serverio.github.ie3jp/illustrator-mcp-server · v1.10.3
    Adobe Illustrator MCP with 66 tools — more than the official Illustrator MCP. macOS | Windows.
    		 open · package 81 66
    Hex Graphio.github.levnikolaevich/hex-graph-mcp · v0.21.1
    Deterministic layered code graph MCP server with framework overlays and SCIP interop.
    		 open · package 81 16
    Hex Researchio.github.levnikolaevich/hex-research-mcp · v0.2.1
    Research graph MCP for hypotheses, goals, runs, source quality, audits, and generated maps.
    		 open · package 81 16
    Ignite UI Theming MCP Serverio.github.IgniteUI/igniteui-theming · v29.0.0
    Generate Sass palettes, typography, elevations, and themes for Ignite UI components.
    		 open · package 81 14
    Hex SSHio.github.levnikolaevich/hex-ssh-mcp · v1.9.2
    Token-efficient SSH MCP with hash-verified files and persistent tmux sessions. 14 tools.
    		 open · package 81 14
    Hex Lineio.github.levnikolaevich/hex-line-mcp · v1.31.0
    Hash-verified file editing MCP server with token efficiency hook for AI coding agents.
    		 open · package 81 9
    adeuai.adeu/adeu · v1.7.1
    Automated DOCX Redlining Engine
    		 open · package 81 9
    misakanetio.github.Ikalus1988/misakanet · v2.48.0
    Failure-memory layer for coding agents: search evidence-rated failure lessons by error text.
    		 open · package 81 failed
    haiku.ragio.github.ggozad/haiku-rag · v0.98.0
    Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval
    		 open · package 81 failed
    Claudexorio.github.razzant/claudexor · v3.20.1
    Route coding work across Claude Code, Codex, Cursor, and OpenCode with shared context.
    		 open · package 81 failed
    orcareplayio.github.Continuum-AI-Corp/orcareplay · v0.5.0
    Read, replay and fork recorded coding-agent runs.
    		 open · package 81 failed
    Mneme Memoryio.github.modusensus/mneme-memory · v0.1.1
    Cross-session memory for AI coding agents via six tools; local-first SQLite store.
    		 open · package 81 failed
    MCP for Adobe Premiere Proio.github.leancoderkavy/premiere-pro · v1.24.1
    Local-first MCP for supported Adobe Premiere Pro workflows; start with a read-only connection check.
    		 open · package 80 432
    flutter-skillio.github.telsav/flutter-skill · v0.7.6
    AI E2E testing bridge — give AI eyes and hands inside any app. 8 platforms, 40+ tools.
    		 open · package 80 67
    mcpio.github.webdriverio/mcp · v3.14.0
    MCP server with WebdriverIO for browser and mobile app automation (iOS/Android via Appium)
    		 open · package 80 37
    MCP Fiscal Brasilio.github.DeHor-Labs/mcp-fiscal-brasil · v0.5.1
    Ferramentas fiscais brasileiras: CNPJ, NF-e, IBS/CBS, ICMS, Simples Nacional, NCM/CFOP. Sem API key.
    		 open · package 80 36
    Martin Loopio.github.Keesan12/martin-loop · v0.8.7
    One system around coding agents to run, verify, recover, and hand off software work.
    		 open · package 80 24
    MCP Fiscal Brasilio.github.nikolasdehor/mcp-fiscal-brasil · v0.2.1 · deprecated
    Servidor MCP para integrar IAs com o sistema fiscal brasileiro: CNPJ, NFe, NFSe, SPED, eSocial. deprecated
    		 open · package 80 19
    mcp-server-tauriio.github.hypothesi/mcp-server-tauri · v0.13.1
    A Model Context Protocol server for use with Tauri v2 applications
    		 open · package 80 19
    agent-harnessesio.github.RyanAlberts/agent-harnesses · v0.7.1
    Agent-harness picks, decision guides, setup templates, and skills; live GitHub/HN discovery.
    		 open · package 80 16
    EVMoleio.github.cdump/evmole · v0.9.4
    Local structured analysis of deployed EVM runtime bytecode
    		 open · package 80 1
    clawdcursorio.github.AmrDab/clawdcursor · v1.5.16
    Safe cross-OS desktop control for any AI agent - the fallback execution layer.
    		 open · package 80 failed
    humanizer-ruio.github.ilyautov/humanizer-ru · v3.31.5
    Следы нейросети в русском тексте: балл чистоты 0-100, запреты и маркеры с позициями, факт-замок.
    		 open · package 80 failed
    mcp-serverio.github.cap-js/mcp-server · v0.0.8
    Model Context Protocol (MCP) server for AI-assisted development of CAP applications.
    		 open · package 80 failed
    marm-mcp-serverio.github.Lyellr88/marm-mcp-server · v2.60.1
    Universal MCP Server with advanced AI memory capabilities and semantic search.
    		 open · package 80 needs auth
    NVIDIA Elementsio.github.NVIDIA/elements · v2.2.9
    NVIDIA Elements UI design system and agent tools for AI/ML, robotics, and autonomous vehicles.
    		 open · package 80 failed
    GoldenAnalysisio.github.benseverndev-oss/goldenanalysis · v0.5.0
    Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite.
    		 open · package 80 failed
    VisualTorchio.github.willyfh/visualtorch · v1.4.1
    Render PyTorch architecture diagrams and animated GIF reveals from trusted model source.
    		 open · package 80 failed
    Native DevToolsio.github.sh3ll3x3c/native-devtools · v0.10.1
    MCP server for desktop, browser (CDP), and Android automation. Screenshot, OCR, click, type.
    		 open · package 80 failed
    Code Context Engineio.github.ai-elara/code-context-engine · v0.4.13
    Index your codebase. AI searches instead of re-reading files. 94% token savings.
    		 open · package 80 failed
    mdk-mcp-serverio.github.SAP/mdk-mcp-server · v1.0.0
    Model Context Protocol (MCP) server for AI-assisted development of MDK applications.
    		 open · package 80 failed
    flutter-skillio.github.ai-dashboad/flutter-skill · v0.9.36
    AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.
    		 open · package 80 failed
    PaperBananaio.github.llmsresearch/paperbanana · v0.1.1
    Generate academic diagrams and statistical plots from text using multi-agent AI.
    		 open · package 80 failed
    homebutlerio.github.Higangssh/homebutler · v1.3.0
    Tells an agent what changed on a server since it last looked - status, Docker, backups, Proxmox.
    		 open · package 79 44
    Fullbleed PDF Engineio.github.fullbleed-engine/fullbleed-mcp · v0.1.1
    Create, preview, inspect, verify, and compile deterministic PDF documents with Fullbleed.
    		 open · package 79 11
    Stock Screenerio.github.xang1234/stockscreen-mcp · v0.1.1
    Daily stock screens, RS ratings, market breadth and group rankings for 12 markets. No API keys.
    		 open · package 79 6
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