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20 Best GitHub MCP Servers: compared and ranked, November 2026Ranked from 2,153 matching servers on stars, growth, downloads and maintenance. Updated .

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    Enables vision-capable AI clients to read and adjust Capture One on macOS through local MCP stdio or JSON CLI, including curves, color tools, film grain, masks, reference matching, and real previews of rendered edits.
    6
    1
    MIT
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    Enables vision-capable AI clients to read and adjust Capture One on Windows through an MCP stdio server (plus a JSON CLI), applying exposure, curves, color, layer and mask edits and returning real Capture One-rendered previews. It runs a local bridge to C1's native parameters with no presets, screenshots or synthetic input.
    6
    1
    MIT
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    Enables humans and AI agents to share one Excalidraw whiteboard: people draw in a browser while agents read and draw on the same board through MCP tools. Access is protected by a gateway with OAuth 2.1 and GitHub device-flow sign-in restricted to an allowlist.
    3 npm
    MIT
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    An interactive color picker that renders as a UI inside MCP-compatible hosts like VS Code GitHub Copilot and Claude.
    1
    Apache 2.0
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    Enables people and AI agents to generate personalized animated robot avatars with accessories, colors, expressions, fluid bodies, and badges, then export them as SVG, PNG, or GIF through local MCP tools.
    7 npm
    7
    MIT
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    Enables AI agents to read and draw on self-hosted Excalidraw boards, listing and creating boards, adding, updating and deleting elements such as labeled shapes and connecting arrows, and finding library icons to place. Changes appear live on any board the user has open.
    MIT
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    Enables agents to draw on a self-hosted canvas by creating and editing frames, text, shapes, images, and SVGs with auto-layout, then inspecting, exporting, and sharing the results. Also supports live viewing of agent edits, pinned comments, screenshots, and revision history so people and agents can collaborate on boards.
    824 npm
    1
    MIT
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    Enables AI agents to build, validate, query, and render 3D homes and object scenes from a single JSON scene file over MCP, with browser walkthroughs for people.
    MIT
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    Enables coding agents to ground UI work in real product screens by finding concrete references, materials, and design-system details through a catalogue. It also provides bundled workflow resources, command prompts, and local diagnostics so agents can build and verify interfaces.
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    Enables AI agents to manage routes on the Design Canvas infinite canvas app, including adding, removing, listing routes, and capturing screenshots of the canvas.
    4
    133 npm
    MIT
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    Manages design tokens (colors, spacing, fonts) in a JSON file and enables agents to read, write, export, and detect drift between tokens and CSS via MCP.
    5
    MIT
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    Enables inspecting, creating and modifying MakeHuman characters inside Blender — phenotypes, rigs, assets, skins, faces, expressions and saved presets — through 34 named tools served by a companion Blender bridge add-on that dispatches a closed command vocabulary instead of executing code. It also exposes read-only introspection, catalogue and documentation lookups that always answer, even when Blender is unreachable.
    34
    2
    GPL 3.0
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    Exposes surface-bound annotations placed on a Blender model to AI agents, letting them read pending change requests with stable IDs, revisions, positions and visibility, then submit completion summaries by marker ID after editing. This enables batch, review-oriented workflows where the user approves or rejects each agent change in Blender, without requiring object selection, screenshots, or a fixed port bridge.
    2
    2
    GPL 3.0
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    Give your AI assistant the ability to inspect, measure, and compare 3D CAD models by dropping in a STEP file and asking engineering questions. Runs entirely on your machine with no cloud, no CAD license, and no setup.
    5
    207 npm
    7
    MIT
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    Enables an AI assistant to conversationally control Autodesk AutoCAD, drawing, inspecting, and editing plans, and includes a cross-platform DXF engine that runs without AutoCAD on macOS and Linux. It exposes tools for rendering views as images, batching geometry, blocks, and structures, measuring and checking plans, and undoing whole batches.
    12
    MIT
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    Bidirectional MCP bridge enabling AI assistants to draw UI on Figma canvas and read designs back as structured data or code tokens via localhost, requiring Figma Desktop.
    5
    771 npm
    264
    MIT
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    Enables coding agents to read ground truth about a React design system — components, props, cva variants, tokens and docs — over MCP so they write UI that matches it. It also exposes a check_ui linter agents run on their own output, returning rule ids, locations and concrete fixes before review.
    5
    1,458 npm
    165
    MIT
  • A
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    quality
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    Enables AI agents like Claude Code and ChatGPT to build GitHub profile SVG cards using ProfileKit's 28 card types and 17 themes via natural language.
    3
    18 npm
    MIT
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    Enables LLM agents to search, resolve and audit DTCG design tokens — finding the token behind an intent or a hard-coded color/size, checking naming grammar, auditing CSS for hard-coded or unknown tokens, arbitrating semver, and previewing token additions as JSON Patch diffs. Writes are gated behind explicit confirmation plus an opt-in flag, so every change arrives as a reviewable proposal rather than an edit.
    7
    MIT
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    Enables MCP clients to read design structure, take screenshots, create nodes, and edit UI directly on Figma canvas via a bridge between MCP and Figma Desktop.
    10
    771 npm
    MIT
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    Lets Claude Code, Cursor, VS Code and other AI agents draw and edit draw.io diagrams from your project's files, on a live browser canvas you can also edit by hand. Includes version history, undo, cloud shape libraries (AWS, Azure, GCP) and PNG or SVG export.
    16
    39 npm
    36,541
    Apache 2.0
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    The Figma desktop app as an MCP server. Gives AI agents the full Figma Plugin API on your open file: read, write, tokens, components, exports, undo. Runs locally with no cloud API, no token and no quota.
    10
    47 npm
    2
    MIT
  • A
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    Enables AI clients to control a running Blender instance through the Model Context Protocol, allowing scene inspection, object creation and editing, rendering, and execution of Blender Python. It works locally via a WebSocket bridge between the MCP server and a Blender add-on.
    15
    MIT