{
  "$schema": "https://top-mcps.com/schema/directory.json",
  "name": "Top MCPs",
  "description": "The curated directory of the most useful MCPs for developers, vibe coders, and AI builders. Find the right Model Context Protocol tool fast.",
  "homepage": "https://top-mcps.com",
  "license": "CC-BY-4.0",
  "methodology": "https://top-mcps.com/about/methodology",
  "generatedAt": "2026-04-30",
  "counts": {
    "mcps": 278,
    "primaryCategories": 19,
    "verticalCategories": 10,
    "collections": 9,
    "clients": 8,
    "guides": 5
  },
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  "primaryCategories": [
    {
      "slug": "developer-tools",
      "title": "Top MCPs for Developer Tools",
      "description": "MCPs that support coding workflows, IDE and CLI usage, and general developer productivity.",
      "url": "https://top-mcps.com/top-mcps-for-developer-tools"
    },
    {
      "slug": "filesystem-storage",
      "title": "Top MCPs for Filesystem & Storage",
      "description": "File access, file management, storage interaction, and content retrieval.",
      "url": "https://top-mcps.com/top-mcps-for-filesystem-storage"
    },
    {
      "slug": "git-repo-workflows",
      "title": "Top MCPs for Git & Repo Workflows",
      "description": "Repositories, commits, branches, pull requests, and code-history workflows.",
      "url": "https://top-mcps.com/top-mcps-for-git-repo-workflows"
    },
    {
      "slug": "databases",
      "title": "Top MCPs for Databases",
      "description": "Querying, reading, writing, and inspecting structured data stores.",
      "url": "https://top-mcps.com/top-mcps-for-databases"
    },
    {
      "slug": "browser-automation",
      "title": "Top MCPs for Browser Automation",
      "description": "Interactive browser control, navigation, clicking, forms, and scripted browsing.",
      "url": "https://top-mcps.com/top-mcps-for-browser-automation"
    },
    {
      "slug": "web-search",
      "title": "Top MCPs for Web Search",
      "description": "Search-oriented access to public web information.",
      "url": "https://top-mcps.com/top-mcps-for-web-search"
    },
    {
      "slug": "web-scraping",
      "title": "Top MCPs for Web Scraping",
      "description": "Extraction and parsing of content from webpages.",
      "url": "https://top-mcps.com/top-mcps-for-web-scraping"
    },
    {
      "slug": "communication",
      "title": "Top MCPs for Communication",
      "description": "Email, chat, messaging, and collaboration streams.",
      "url": "https://top-mcps.com/top-mcps-for-communication"
    },
    {
      "slug": "productivity",
      "title": "Top MCPs for Productivity",
      "description": "Personal and team workflow acceleration tools.",
      "url": "https://top-mcps.com/top-mcps-for-productivity"
    },
    {
      "slug": "documents-content",
      "title": "Top MCPs for Documents & Content",
      "description": "Docs, PDFs, slides, sheets, and content creation and manipulation.",
      "url": "https://top-mcps.com/top-mcps-for-documents-content"
    },
    {
      "slug": "automation-workflows",
      "title": "Top MCPs for Automation & Workflows",
      "description": "Workflow chaining, triggers, integrations, and process automation.",
      "url": "https://top-mcps.com/top-mcps-for-automation-workflows"
    },
    {
      "slug": "analytics-data",
      "title": "Top MCPs for Analytics & Data",
      "description": "Reporting, dashboards, metrics, analytics, and business data tools.",
      "url": "https://top-mcps.com/top-mcps-for-analytics-data"
    },
    {
      "slug": "ai-machine-learning",
      "title": "Top MCPs for AI & Machine Learning",
      "description": "Model operations, evaluation, inference, and training-related workflows.",
      "url": "https://top-mcps.com/top-mcps-for-ai-machine-learning"
    },
    {
      "slug": "agent-orchestration",
      "title": "Top MCPs for Agent Orchestration",
      "description": "Agent routing, multi-step execution, tool coordination, and orchestration.",
      "url": "https://top-mcps.com/top-mcps-for-agent-orchestration"
    },
    {
      "slug": "security",
      "title": "Top MCPs for Security",
      "description": "Authentication, authorization, secrets, scanning, and security-related access.",
      "url": "https://top-mcps.com/top-mcps-for-security"
    },
    {
      "slug": "cloud-infrastructure",
      "title": "Top MCPs for Cloud & Infrastructure",
      "description": "Cloud resources, infrastructure operations, deployment surfaces, and infra tooling.",
      "url": "https://top-mcps.com/top-mcps-for-cloud-infrastructure"
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    {
      "slug": "commerce-payments",
      "title": "Top MCPs for Commerce & Payments",
      "description": "Commerce operations, stores, checkout, purchasing, and payment flows.",
      "url": "https://top-mcps.com/top-mcps-for-commerce-payments"
    },
    {
      "slug": "scheduling-calendar",
      "title": "Top MCPs for Scheduling & Calendar",
      "description": "Calendar operations, appointment logic, and scheduling.",
      "url": "https://top-mcps.com/top-mcps-for-scheduling-calendar"
    },
    {
      "slug": "maps-location-weather",
      "title": "Top MCPs for Maps, Location & Weather",
      "description": "Mapping, geo-context, routing, weather, and location-aware services.",
      "url": "https://top-mcps.com/top-mcps-for-maps-location-weather"
    }
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      "slug": "business",
      "title": "Top MCPs for Business",
      "description": "General business operations, growth, team workflows, and enterprise usage.",
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    {
      "slug": "education",
      "title": "Top MCPs for Education",
      "description": "Learning, tutoring, research, academic workflows, and educational tools.",
      "url": "https://top-mcps.com/top-mcps-for-education"
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    {
      "slug": "finance",
      "title": "Top MCPs for Finance",
      "description": "Personal finance, corporate finance, trading, financial data, and analysis.",
      "url": "https://top-mcps.com/top-mcps-for-finance"
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    {
      "slug": "travel",
      "title": "Top MCPs for Travel",
      "description": "Trip planning, bookings, activities, accommodations, and transport.",
      "url": "https://top-mcps.com/top-mcps-for-travel"
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    {
      "slug": "shopping",
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    {
      "slug": "real-estate",
      "title": "Top MCPs for Real Estate",
      "description": "Property search, listings, leasing, buying, and selling.",
      "url": "https://top-mcps.com/top-mcps-for-real-estate"
    },
    {
      "slug": "lifestyle",
      "title": "Top MCPs for Lifestyle",
      "description": "Consumer utility contexts that do not fit better in a more precise vertical.",
      "url": "https://top-mcps.com/top-mcps-for-lifestyle"
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    {
      "slug": "healthcare",
      "title": "Top MCPs for Healthcare",
      "description": "Healthcare workflows, medical information systems, and health-related services.",
      "url": "https://top-mcps.com/top-mcps-for-healthcare"
    },
    {
      "slug": "media",
      "title": "Top MCPs for Media",
      "description": "Publishing, content distribution, creative workflows, audio, video, and design contexts.",
      "url": "https://top-mcps.com/top-mcps-for-media"
    },
    {
      "slug": "automotive",
      "title": "Top MCPs for Automotive",
      "description": "Vehicle search, mobility services, automotive marketplaces, and vehicle research.",
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      "slug": "best-open-source-mcps",
      "title": "Best Open-Source MCPs",
      "description": "Browse the best open-source MCP servers verified for 2026. All under OSI-approved licenses — ready to audit, fork, and deploy with Claude, Cursor, and VS Code.",
      "url": "https://top-mcps.com/collections/best-open-source-mcps"
    },
    {
      "slug": "best-fast-setup-mcps",
      "title": "Best Fast-Setup MCPs",
      "description": "MCP servers you can install in under 5 minutes. One-line npx commands, minimal config, and zero infra — verified fast-setup picks for 2026.",
      "url": "https://top-mcps.com/collections/best-fast-setup-mcps"
    },
    {
      "slug": "best-agent-friendly-mcps",
      "title": "Best Agent-Friendly MCPs",
      "description": "Curated MCP servers built for autonomous AI agents: clear schemas, predictable errors, and tool designs that survive multi-step workflows — verified for 2026.",
      "url": "https://top-mcps.com/collections/best-agent-friendly-mcps"
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    {
      "slug": "best-mcps-for-builders",
      "title": "Builder Favorite MCPs",
      "description": "The MCP servers that AI builders install first — Filesystem, GitHub, Context7, and more. A curated \"starting stack\" verified for 2026.",
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    },
    {
      "slug": "best-official-mcps",
      "title": "Best Official MCPs",
      "description": "First-party MCP servers maintained by GitHub, Supabase, Linear, Anthropic and more. Curated list of officially-supported MCPs verified for 2026.",
      "url": "https://top-mcps.com/collections/best-official-mcps"
    },
    {
      "slug": "best-lightweight-mcps",
      "title": "Best Lightweight MCPs",
      "description": "The most lightweight MCP servers — minimal dependencies, fast startup, small footprint. Ideal for CI, low-spec dev, and embedded agent workflows (2026).",
      "url": "https://top-mcps.com/collections/best-lightweight-mcps"
    },
    {
      "slug": "best-read-only-mcps",
      "title": "Best Read-Only MCPs",
      "description": "Read-only MCP servers that cannot mutate external state. The safest picks for production databases and exploratory agent work — verified for 2026.",
      "url": "https://top-mcps.com/collections/best-read-only-mcps"
    },
    {
      "slug": "best-action-taking-mcps",
      "title": "Best Action-Taking MCPs",
      "description": "MCP servers that do things — post, deploy, charge, send. Curated action-taking picks with notes on scoping and approvals (2026).",
      "url": "https://top-mcps.com/collections/best-action-taking-mcps"
    },
    {
      "slug": "chatgpt-ready",
      "title": "ChatGPT-Ready MCPs",
      "description": "Browse every MCP server that works in ChatGPT today — Apps directory listings and remote-HTTPS MCPs ready for Developer Mode. Verified for 2026.",
      "url": "https://top-mcps.com/collections/chatgpt-ready"
    }
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    {
      "slug": "claude",
      "name": "Claude Desktop",
      "tagline": "The reference MCP client from Anthropic.",
      "url": "https://top-mcps.com/client/claude"
    },
    {
      "slug": "claude-code",
      "name": "Claude Code",
      "tagline": "Anthropic's CLI — MCPs wired up from the terminal.",
      "url": "https://top-mcps.com/client/claude-code"
    },
    {
      "slug": "cursor",
      "name": "Cursor",
      "tagline": "Add MCP servers to Cursor in under a minute.",
      "url": "https://top-mcps.com/client/cursor"
    },
    {
      "slug": "vs-code",
      "name": "VS Code",
      "tagline": "Configure MCP servers in VS Code via settings.json.",
      "url": "https://top-mcps.com/client/vs-code"
    },
    {
      "slug": "windsurf",
      "name": "Windsurf",
      "tagline": "Windsurf Cascade picks up MCP servers from mcp_config.json.",
      "url": "https://top-mcps.com/client/windsurf"
    },
    {
      "slug": "zed",
      "name": "Zed",
      "tagline": "Zed exposes MCP servers as context servers in settings.json.",
      "url": "https://top-mcps.com/client/zed"
    },
    {
      "slug": "chatgpt",
      "name": "ChatGPT",
      "tagline": "Use MCP in ChatGPT through the Apps directory or custom remote connectors — verified for 2026.",
      "url": "https://top-mcps.com/client/chatgpt"
    },
    {
      "slug": "codex",
      "name": "Codex CLI",
      "tagline": "OpenAI's coding CLI — MCPs configured via a single TOML file.",
      "url": "https://top-mcps.com/client/codex"
    }
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    {
      "slug": "filesystem",
      "name": "Filesystem",
      "tagline": "Read and write local files with configurable access controls.",
      "author": "Anthropic (modelcontextprotocol)",
      "license": "MIT",
      "transports": [
        "stdio"
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      "authModel": "none",
      "pricing": "open-source",
      "complexity": "Low",
      "setupTime": "2 min",
      "labels": [
        "Official"
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        "Claude",
        "Cursor",
        "VS Code",
        "Zed",
        "Any MCP-compatible client"
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        "official",
        "open-source",
        "fast-setup",
        "agent-friendly",
        "builder-favorite",
        "read-write"
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      "requiredEnv": [],
      "githubUrl": "https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem",
      "lastVerified": "2026-04-19",
      "latestVersion": "latest",
      "urls": {
        "html": "https://top-mcps.com/mcp/filesystem",
        "markdown": "https://top-mcps.com/mcp/filesystem.md",
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    {
      "slug": "github",
      "name": "GitHub",
      "tagline": "Full GitHub API access: repos, PRs, issues, and code search.",
      "author": "GitHub",
      "license": "MIT",
      "transports": [
        "stdio"
      ],
      "authModel": "api-key",
      "pricing": "free",
      "complexity": "Low",
      "setupTime": "5 min",
      "labels": [
        "Official"
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      "compatibleWith": [
        "Claude",
        "Cursor",
        "Any MCP-compatible client"
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        "developer-tools"
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        "agent-friendly",
        "builder-favorite",
        "action-taking"
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      "requiredEnv": [
        "GITHUB_PERSONAL_ACCESS_TOKEN"
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      "githubUrl": "https://github.com/github/github-mcp-server",
      "lastVerified": "2026-04-19",
      "latestVersion": "latest",
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        "markdown": "https://top-mcps.com/mcp/github.md",
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      "slug": "postgres",
      "name": "PostgreSQL",
      "tagline": "Query and inspect PostgreSQL databases via natural language.",
      "author": "Anthropic (modelcontextprotocol)",
      "license": "MIT",
      "transports": [
        "stdio"
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      "authModel": "api-key",
      "pricing": "open-source",
      "complexity": "Low",
      "setupTime": "3 min",
      "labels": [
        "Official"
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      "compatibleWith": [
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        "Cursor",
        "Any MCP-compatible client",
        "PostgreSQL 12+"
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        "analytics-data"
      ],
      "verticalCategories": [
        "business"
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        "remote",
        "official",
        "open-source",
        "fast-setup",
        "read-only"
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      "requiredEnv": [],
      "githubUrl": "https://github.com/modelcontextprotocol/servers/tree/main/src/postgres",
      "lastVerified": "2026-04-19",
      "latestVersion": "latest",
      "urls": {
        "html": "https://top-mcps.com/mcp/postgres",
        "markdown": "https://top-mcps.com/mcp/postgres.md",
        "serverJson": "https://top-mcps.com/mcp/postgres.json"
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    {
      "slug": "sqlite",
      "name": "SQLite",
      "tagline": "Local SQLite database access with full read/write support.",
      "author": "Anthropic (modelcontextprotocol)",
      "license": "MIT",
      "transports": [
        "stdio"
      ],
      "authModel": "none",
      "pricing": "open-source",
      "complexity": "Low",
      "setupTime": "2 min",
      "labels": [],
      "compatibleWith": [
        "Claude",
        "Cursor",
        "Any MCP-compatible client"
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        "open-source",
        "fast-setup",
        "lightweight",
        "read-write",
        "builder-favorite"
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      "installCommand": "npx -y @modelcontextprotocol/server-sqlite /path/to/db.sqlite",
      "requiredEnv": [],
      "githubUrl": "https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite",
      "lastVerified": "2026-04-19",
      "latestVersion": "latest",
      "urls": {
        "html": "https://top-mcps.com/mcp/sqlite",
        "markdown": "https://top-mcps.com/mcp/sqlite.md",
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    {
      "slug": "brave-search",
      "name": "Brave Search",
      "tagline": "Real-time web search with privacy-focused results.",
      "author": "Anthropic (modelcontextprotocol)",
      "license": "MIT",
      "transports": [
        "stdio"
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      "authModel": "api-key",
      "pricing": "freemium",
      "complexity": "Low",
      "setupTime": "5 min",
      "labels": [],
      "compatibleWith": [
        "Claude",
        "Cursor",
        "Any MCP-compatible client"
      ],
      "primaryCategories": [
        "web-search"
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      "filters": [
        "remote",
        "official",
        "open-source",
        "fast-setup",
        "agent-friendly",
        "read-only",
        "commercial"
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      "installCommand": "npx -y @modelcontextprotocol/server-brave-search",
      "requiredEnv": [
        "BRAVE_API_KEY"
      ],
      "githubUrl": "https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search",
      "lastVerified": "2026-04-19",
      "latestVersion": "latest",
      "urls": {
        "html": "https://top-mcps.com/mcp/brave-search",
        "markdown": "https://top-mcps.com/mcp/brave-search.md",
        "serverJson": "https://top-mcps.com/mcp/brave-search.json"
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    {
      "slug": "fetch",
      "name": "Fetch",
      "tagline": "Retrieve web pages and convert them to clean markdown.",
      "author": "Anthropic (modelcontextprotocol)",
      "license": "MIT",
      "transports": [
        "stdio"
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      "authModel": "none",
      "pricing": "open-source",
      "complexity": "Low",
      "setupTime": "1 min",
      "labels": [],
      "compatibleWith": [
        "Claude",
        "Cursor",
        "Any MCP-compatible client"
      ],
      "primaryCategories": [
        "web-scraping"
      ],
      "verticalCategories": [],
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        "official",
        "open-source",
        "fast-setup",
        "lightweight",
        "read-only"
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      "requiredEnv": [],
      "githubUrl": "https://github.com/modelcontextprotocol/servers/tree/main/src/fetch",
      "lastVerified": "2026-04-19",
      "latestVersion": "latest",
      "urls": {
        "html": "https://top-mcps.com/mcp/fetch",
        "markdown": "https://top-mcps.com/mcp/fetch.md",
        "serverJson": "https://top-mcps.com/mcp/fetch.json"
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    {
      "slug": "puppeteer",
      "name": "Puppeteer",
      "tagline": "Full browser automation: navigate, click, screenshot, and scrape.",
      "author": "Anthropic (modelcontextprotocol)",
      "license": "MIT",
      "transports": [
        "stdio"
      ],
      "authModel": "none",
      "pricing": "open-source",
      "complexity": "Medium",
      "setupTime": "5 min",
      "labels": [],
      "compatibleWith": [
        "Claude",
        "Cursor",
        "Any MCP-compatible client",
        "Chrome/Chromium"
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      "primaryCategories": [
        "browser-automation",
        "web-scraping"
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      "verticalCategories": [],
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        "official",
        "open-source",
        "powerful",
        "agent-friendly",
        "action-taking"
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      "requiredEnv": [],
      "githubUrl": "https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer",
      "lastVerified": "2026-04-19",
      "latestVersion": "latest",
      "urls": {
        "html": "https://top-mcps.com/mcp/puppeteer",
        "markdown": "https://top-mcps.com/mcp/puppeteer.md",
        "serverJson": "https://top-mcps.com/mcp/puppeteer.json"
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    {
      "slug": "sequential-thinking",
      "name": "Sequential Thinking",
      "tagline": "Structured step-by-step reasoning for complex problem solving.",
      "author": "Anthropic (modelcontextprotocol)",
      "license": "MIT",
      "transports": [
        "stdio"
      ],
      "authModel": "none",
      "pricing": "open-source",
      "complexity": "Low",
      "setupTime": "2 min",
      "labels": [],
      "compatibleWith": [
        "Claude",
        "Any MCP-compatible client"
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      "primaryCategories": [
        "agent-orchestration"
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      "requiredEnv": [],
      "githubUrl": "https://github.com/modelcontextprotocol/servers/tree/main/src/sequentialthinking",
      "lastVerified": "2026-04-19",
      "latestVersion": "latest",
      "urls": {
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        "markdown": "https://top-mcps.com/mcp/sequential-thinking.md",
        "serverJson": "https://top-mcps.com/mcp/sequential-thinking.json"
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    },
    {
      "slug": "memory",
      "name": "Memory",
      "tagline": "Persistent knowledge graph memory across AI conversations.",
      "author": "Anthropic (modelcontextprotocol)",
      "license": "MIT",
      "transports": [
        "stdio"
      ],
      "authModel": "none",
      "pricing": "open-source",
      "complexity": "Low",
      "setupTime": "2 min",
      "labels": [],
      "compatibleWith": [
        "Claude",
        "Any MCP-compatible client"
      ],
      "primaryCategories": [
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      "filters": [
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      "slug": "git",
      "name": "Git",
      "tagline": "Local Git operations: commit, diff, log, branch, and more.",
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      "installCommand": "uvx mcp-server-git --repository /path/to/repo",
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      "tagline": "Up-to-date library docs pulled directly into your AI context.",
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      "tagline": "Read and send Slack messages, manage channels and threads.",
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      "tagline": "Secure cloud sandboxes for executing AI-generated code.",
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      "tagline": "Manage Linear issues, projects, and cycles from AI context.",
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      "lastVerified": "2026-04-19",
      "latestVersion": "latest",
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      "slug": "openweather",
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      "author": "Community",
      "license": "MIT",
      "transports": [
        "stdio"
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      "installCommand": "npx -y weather-mcp-server",
      "requiredEnv": [
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      "githubUrl": "https://github.com/szypetike/weather-mcp-server",
      "lastVerified": "2026-04-19",
      "latestVersion": "latest",
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      "slug": "obsidian",
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      "tagline": "Read and write notes in your local Obsidian vault.",
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      "transports": [
        "stdio"
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        "read-write"
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      "requiredEnv": [
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        "OBSIDIAN_HOST"
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      "githubUrl": "https://github.com/MarkusPfundstein/mcp-obsidian",
      "lastVerified": "2026-04-19",
      "latestVersion": "latest",
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