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120,919 servers. Updated
20 Best Figma MCP Servers: compared and ranked, November 2026Ranked from 383 matching servers on stars, growth, downloads and maintenance. Updated .

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"How to generate HTML code from Figma design files" matching MCP servers:

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  • A
    license
    A
    quality
    B
    maintenance
    Figma MCP server with full read/write access via plugin bridge — no API token, no rate limits. 58 tools for design automation: styles, variables, components, prototypes, and content.
    73
    1,267
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Fast, quota-free Figma automation for coding agents, enabling AI agents to read, edit, migrate, audit, screenshot, and prototype inside Figma Desktop files.
    9
    MIT
  • F
    license
    A
    quality
    A
    maintenance
    A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first MCP server + CLI in Go: a governed repository index of code knowledge that gives Claude Code, Codex, Cursor, and opencode long-term context, memory, and code intelligence.
    9
    1,912
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to send HTML documents to a local viewer, where they are stored and displayed in a live web UI for browsing and searching.
    9 npm
    ISC
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server that provides AI coding assistants with access to call graphs, data flows, and security analysis for multi-file vulnerability detection.
    143
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Turns a codebase into a queryable graph with semantic search, call graphs, and control/data flow analysis, served to AI coding agents via the Model Context Protocol.
    256 npm
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    AI modifies a function but misses 5 callers that also need updating. crag fixes this — it builds precise call graphs via static analysis, so AI knows exactly what's affected before making changes.
    2
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    RegressGuard is an MCP server that records a known-good baseline and lets AI coding agents detect regressions (broken API contracts, failing tests, schema changes) during their edit loop, allowing them to self-correct before committing.
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables reading and searching API documentation from YApi instances, allowing AI models to access interface definitions, project API lists, and search through API endpoints using YApi URLs or project IDs.
    13 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides coding agents with real-time, code-aware functionality to locate relevant files and search code within a repository based on bug reports or queries.
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    An MCP server that provides persistent memory for AI agents, enabling context retention across sessions and supporting vibe-loop workflows where agent promises and deliverables are tracked and validated.
    2
    -
  • A
    license
    A
    quality
    C
    maintenance
    MCP server that indexes Markdown, Word, HTML, and PDF documents into a SQLite knowledge graph with CJK+Latin full-text search and cross-document reference tracking. Runs drift audits to surface stale policies, conflicting research claims, superseded ADRs, and undocumented code exports.
    10
    9
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Go MCP server that lets your AI read documents: PDF, DOCX, XLSX, PPTX, ODT, EPUB, HTML, RTF, Markdown, CSV, Jupyter and images, with OCR, search, tables and paging. 13 read-only tools, one binary, Homebrew and Claude Code marketplace.
    13
    12
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Gives AI assistants real-time access to web data with the ability to scrape any website, bypass anti-bot systems, extract structured data, and capture screenshots through enterprise-grade infrastructure.
    6
    670 npm
    15
    ISC
  • A
    license
    B
    quality
    B
    maintenance
    Local harness for Codex, Claude Code, opencode and other coding agents: agents record pitfalls and design decisions as Markdown files reviewed in the same PR as the code, and route only task-related records to the next agent.
    51
    6
    GPL 3.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    LLM Optimizer is an AI visibility intelligence platform. It analyzes how large language models and AI search engines perceive, cite, and recommend brands; then provides research-backed optimization strategies to improve that visibility.
    10
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides git-aware safe file operations, allowing AI agents to delete files while protecting git-tracked source code from accidental deletion.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables publishing self-contained HTML files or directories to get short, readable links, with an MCP tool for agents to create and manage previews.
    1 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server for semantic code search & navigation that helps AI agents work efficiently without burning through costly tokens. Instead of reading entire files, agents can search conceptually and jump directly to the specific functions, classes, and code chunks they need.
    121
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Extract palettes from images, generate harmonies, gradients, random palettes; Check WCAG and APCA contrast; Suggest nearest passing OkLCH lightness; Simulate color-blindness; Convert and sort colors across formats (hex / RGB / HSL / OkLCH / …)
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables sending emails via Amazon SES, SMS/MMS/RCS messages through AWS End User Messaging, and sharing files via CloudFront-signed download links, all from AI assistants like Claude Code or Claude Desktop.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables analyzing sales and stock CSV files to identify what to reorder, how much to buy, when products will run out, and how much inventory is tied up in dead stock. Provides read-only inventory checks and CSV column inspection without uploading data.
    131 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables searching and retrieving information from Slack messages, threads, files, canvases, and user profiles using a User Token, with advanced filtering capabilities.
    50
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Records how any command-line tool behaves (flags, stdin, outputs, exit codes, edge cases) as golden tests, then diffs a Rust or Go rewrite against the original to prove it behaves the same.
    5
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    The Multi DB MCP Server is a high-performance implementation of the Database Model Context Protocol designed to revolutionize how AI agents interact with databases. Currently supporting MySQL and PostgreSQL databases.
    480
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Fast hybrid code search for agents. Pure Go, single static binary, BM25 lexical + Model2Vec semantic embeddings + RRF fusion + a code-aware reranker, with the retrieval algorithm ported verbatim from semble
    34
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Converts URL content to Markdown, providing two tools: one for extracting main article content and one for converting the entire HTML.
    5 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to inspect database schemas and run single read-only statements across PostgreSQL, MySQL, MariaDB, SQLite and MongoDB connections, returning compact TSV results that keep token usage low. Both MCP tools work uniformly regardless of how many connections are configured, and connection names are exposed in the server instructions.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    - Upload videos to YouTube from MCP - Client(Claude/Cursor/VS Code) - OAuth2 authentication flow - Access token and refresh token management - Multi Channel Support
    67
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Gives AI assistants direct access to macOS clipboard - letting Claude copy generated code, text, or files straight to your clipboard for pasting anywhere on Mac.
    251
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    The self-hosted MCP bridge between Claude Chat and Claude Code.
    46
    AGPL 3.0