{
 "schema_version": "1.0",
 "about": "Capability vocabulary for task search. Tested tools' capabilities come from our hands-on tests or their docs; registry servers' from their tools/list tool names only.",
 "search": "https://agenttested.dev/api/find?task=<what you need to do>",
 "page": "https://agenttested.dev/find",
 "counts": {
  "tested_tools_with_synopsis": 82,
  "registry_server_groups": 2051
 },
 "capabilities": [
  {
   "id": "fetch-web-page",
   "label": "Fetch a web page as text",
   "synonyms": [
    "fetch",
    "scrape",
    "scraping",
    "web page",
    "webpage",
    "url",
    "html",
    "read a page",
    "download page",
    "extract content"
   ],
   "find_url": "https://agenttested.dev/api/find?task=fetch-web-page",
   "tested_tools": [
    {
     "slug": "playwright-mcp",
     "name": "Playwright MCP",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/playwright-mcp"
    },
    {
     "slug": "donsetch",
     "name": "DonSeTch",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/donsetch"
    },
    {
     "slug": "fetch-mcp-server",
     "name": "Fetch MCP Server",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/fetch-mcp-server"
    },
    {
     "slug": "markitdown-mcp",
     "name": "MarkItDown MCP",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/markitdown-mcp"
    },
    {
     "slug": "rawfy",
     "name": "Rawfy",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/rawfy"
    },
    {
     "slug": "wallhop",
     "name": "wallhop",
     "agent_ready": "Not agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/wallhop"
    }
   ],
   "registry_servers": {
    "count": 44,
    "examples": [
     "io.corpusiq/multi-source-mcp",
     "group.highlnd-intel/highland-apis",
     "io.toolbooth/toolbooth",
     "io.github.wygogogo19/robotbase-mcp",
     "io.github.bnth09productions-maker/scrapling-x402-store",
     "io.github.pipeworx-io/confluence",
     "io.github.pipeworx-io/notion_connect",
     "io.github.pipeworx-io/browserless",
     "io.github.pipeworx-io/eol",
     "io.github.pipeworx-io/microsoft-onenote"
    ]
   }
  },
  {
   "id": "search-web",
   "label": "Search the web",
   "synonyms": [
    "web search",
    "search the web",
    "search online",
    "google",
    "search engine",
    "internet search"
   ],
   "find_url": "https://agenttested.dev/api/find?task=search-web",
   "tested_tools": [
    {
     "slug": "donsetch",
     "name": "DonSeTch",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/donsetch"
    }
   ],
   "registry_servers": {
    "count": 18,
    "examples": [
     "io.github.bck-stack/sitecheck-agent-intel-dev",
     "io.github.bck-stack/sitecheck-web-intel",
     "io.github.WickedAPI/wicked-mcp",
     "group.highlnd-intel/highland-apis",
     "io.toolbooth/toolbooth",
     "io.github.wygogogo19/robotbase-mcp",
     "com.wingmanprotocol.agent/gateway",
     "io.github.pipeworx-io/decodo",
     "io.github.pipeworx-io/brave-search",
     "com.chiemgaufilms.agent/agent-data-api"
    ]
   }
  },
  {
   "id": "crawl-website",
   "label": "Crawl a website",
   "synonyms": [
    "crawl",
    "crawler",
    "spider",
    "sitemap",
    "whole site"
   ],
   "find_url": "https://agenttested.dev/api/find?task=crawl-website",
   "tested_tools": [
    {
     "slug": "donsetch",
     "name": "DonSeTch",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/donsetch"
    }
   ],
   "registry_servers": {
    "count": 16,
    "examples": [
     "com.onrender.bess-x402/data-tools",
     "com.skinwinking/agent-tollgate",
     "io.github.bck-stack/sitecheck-web-intel",
     "io.github.wygogogo19/robotbase-mcp",
     "io.github.swiftbotlab/x402-toolbox",
     "io.github.pipeworx-io/hyperbrowser",
     "dev.pages.freetier-agent-api/freetier-agent-api",
     "io.github.dotmoosehosting/dotmoose-tools",
     "com.lordevo/shop",
     "io.github.wygogogo19/robotbase-content"
    ]
   }
  },
  {
   "id": "browse-headless",
   "label": "Drive a browser (headless)",
   "synonyms": [
    "browser",
    "headless",
    "browse",
    "playwright",
    "puppeteer",
    "selenium",
    "click",
    "navigate",
    "automate a site",
    "browser automation"
   ],
   "find_url": "https://agenttested.dev/api/find?task=browse-headless",
   "tested_tools": [
    {
     "slug": "playwright-mcp",
     "name": "Playwright MCP",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/playwright-mcp"
    },
    {
     "slug": "auto-browser",
     "name": "Auto Browser",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/auto-browser"
    }
   ],
   "registry_servers": {
    "count": 8,
    "examples": [
     "io.github.hermoso-ai/hermoso",
     "io.github.bck-stack/sitecheck-health-travel",
     "com.wingmanprotocol.agent/gateway",
     "io.github.MikeyPetrillo/agent402",
     "dev.shveik/agbrowser",
     "io.usefulapi/firetext",
     "com.scriptmasterlabs/agent-browser",
     "ai.foura/mcp"
    ]
   }
  },
  {
   "id": "fill-web-forms",
   "label": "Fill in web forms",
   "synonyms": [
    "fill form",
    "fill forms",
    "form fill",
    "submit form",
    "type into"
   ],
   "find_url": "https://agenttested.dev/api/find?task=fill-web-forms",
   "tested_tools": [
    {
     "slug": "playwright-mcp",
     "name": "Playwright MCP",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/playwright-mcp"
    },
    {
     "slug": "auto-browser",
     "name": "Auto Browser",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/auto-browser"
    }
   ],
   "registry_servers": {
    "count": 0,
    "examples": []
   }
  },
  {
   "id": "take-screenshot",
   "label": "Take a screenshot",
   "synonyms": [
    "screenshot",
    "screen capture",
    "capture page"
   ],
   "find_url": "https://agenttested.dev/api/find?task=take-screenshot",
   "tested_tools": [
    {
     "slug": "playwright-mcp",
     "name": "Playwright MCP",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/playwright-mcp"
    },
    {
     "slug": "stylebot-4-cli",
     "name": "Stylebot 4 (+ CLI)",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/stylebot-4-cli"
    },
    {
     "slug": "donsetch",
     "name": "DonSeTch",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/donsetch"
    }
   ],
   "registry_servers": {
    "count": 14,
    "examples": [
     "io.github.bck-stack/sitecheck-agent-intel-dev",
     "com.skinwinking/agent-tollgate",
     "io.github.wygogogo19/robotbase-mcp",
     "com.wingmanprotocol.agent/gateway",
     "io.github.pipeworx-io/browserless",
     "io.github.pipeworx-io/crawlbase",
     "io.github.pipeworx-io/microlink",
     "io.github.wygogogo19/robotbase-content",
     "io.github.wygogogo19/robotbase-dev",
     "io.usefulapi/bannerbear"
    ]
   }
  },
  {
   "id": "convert-to-markdown",
   "label": "Convert content to Markdown",
   "synonyms": [
    "markdown",
    "to md",
    "html to markdown",
    "convert to markdown"
   ],
   "find_url": "https://agenttested.dev/api/find?task=convert-to-markdown",
   "tested_tools": [
    {
     "slug": "docling-rs-mcp",
     "name": "docling-rs-mcp",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/docling-rs-mcp"
    },
    {
     "slug": "donsetch",
     "name": "DonSeTch",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/donsetch"
    },
    {
     "slug": "fetch-mcp-server",
     "name": "Fetch MCP Server",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/fetch-mcp-server"
    },
    {
     "slug": "markitdown-mcp",
     "name": "MarkItDown MCP",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/markitdown-mcp"
    },
    {
     "slug": "rawfy",
     "name": "Rawfy",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/rawfy"
    }
   ],
   "registry_servers": {
    "count": 23,
    "examples": [
     "net.nonsynthetic/apex-edge",
     "io.github.bck-stack/sitecheck-agent-intel-dev",
     "com.skinwinking/agent-tollgate",
     "io.github.bck-stack/sitecheck-web-intel",
     "com.aisenseapi/free-public-tools",
     "group.highlnd-intel/highland-apis",
     "dev.pages.freetier-agent-api/freetier-agent-api",
     "io.github.AgentTanuki/agent-guild",
     "com.lordevo/shop",
     "io.github.wygogogo19/robotbase-content"
    ]
   }
  },
  {
   "id": "convert-documents",
   "label": "Convert documents (PDF, Word, PowerPoint, Excel)",
   "synonyms": [
    "pdf",
    "docx",
    "word document",
    "pptx",
    "powerpoint",
    "excel",
    "xlsx",
    "document",
    "documents",
    "convert file",
    "ocr"
   ],
   "find_url": "https://agenttested.dev/api/find?task=convert-documents",
   "tested_tools": [
    {
     "slug": "pdf-to-mp3-connect-ai",
     "name": "PDF TO MP3 (connect AI)",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/pdf-to-mp3-connect-ai"
    },
    {
     "slug": "docling-rs-mcp",
     "name": "docling-rs-mcp",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/docling-rs-mcp"
    },
    {
     "slug": "markitdown-mcp",
     "name": "MarkItDown MCP",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/markitdown-mcp"
    }
   ],
   "registry_servers": {
    "count": 21,
    "examples": [
     "io.github.bck-stack/sitecheck-agent-intel-dev",
     "io.github.bck-stack/sitecheck-web-intel",
     "io.github.valuein/mcp-sec-edgar",
     "io.github.canoydario847-cloud/privi-ledger",
     "io.github.dharunashokkumar/india-api",
     "com.aisenseapi/free-public-tools",
     "ai.intodns/scanner",
     "com.getmattered/getmattered",
     "dev.zambo/zambo",
     "me.crowdspark.agents/agent-tools"
    ]
   }
  },
  {
   "id": "read-write-files",
   "label": "Read and write local files",
   "synonyms": [
    "file",
    "files",
    "filesystem",
    "file system",
    "read file",
    "write file",
    "directory",
    "folder"
   ],
   "find_url": "https://agenttested.dev/api/find?task=read-write-files",
   "tested_tools": [
    {
     "slug": "filesystem-mcp-server",
     "name": "Filesystem MCP Server",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/filesystem-mcp-server"
    }
   ],
   "registry_servers": {
    "count": 6,
    "examples": [
     "com.neblla/neblla",
     "io.usefulapi/spoke-phone",
     "com.oxyforge/wordpress",
     "wiki.swarmindex/boards",
     "io.github.cyanheads/zenodo-mcp-server",
     "io.github.yjq001/file-relay"
    ]
   }
  },
  {
   "id": "search-files",
   "label": "Search local files",
   "synonyms": [
    "search files",
    "find files",
    "grep"
   ],
   "find_url": "https://agenttested.dev/api/find?task=search-files",
   "tested_tools": [
    {
     "slug": "filesystem-mcp-server",
     "name": "Filesystem MCP Server",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/filesystem-mcp-server"
    }
   ],
   "registry_servers": {
    "count": 1,
    "examples": [
     "io.github.pipeworx-io/gdc"
    ]
   }
  },
  {
   "id": "manage-git-repo",
   "label": "Work with a git repository",
   "synonyms": [
    "git",
    "commit",
    "diff",
    "branch",
    "checkout",
    "repository",
    "repo"
   ],
   "find_url": "https://agenttested.dev/api/find?task=manage-git-repo",
   "tested_tools": [
    {
     "slug": "git-mcp-server",
     "name": "Git MCP Server",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/git-mcp-server"
    }
   ],
   "registry_servers": {
    "count": 867,
    "examples": [
     "net.nonsynthetic/apex-edge",
     "com.onrender.bess-x402/data-tools",
     "com.neblla/neblla",
     "io.github.morvs-ai/morvs",
     "io.github.bck-stack/sitecheck-agent-intel-dev",
     "com.skinwinking/agent-tollgate",
     "io.github.valuein/mcp-sec-edgar",
     "io.corpusiq/multi-source-mcp",
     "io.github.grzesir/botspot-trading",
     "co.ainumbers/tools"
    ]
   }
  },
  {
   "id": "query-github",
   "label": "Query GitHub (issues, PRs, repos)",
   "synonyms": [
    "github",
    "issues",
    "issue",
    "pull request",
    "pull requests",
    "pr",
    "prs"
   ],
   "find_url": "https://agenttested.dev/api/find?task=query-github",
   "tested_tools": [],
   "registry_servers": {
    "count": 21,
    "examples": [
     "net.nonsynthetic/apex-edge",
     "com.skinwinking/agent-tollgate",
     "io.corpusiq/multi-source-mcp",
     "com.genexxis/data-apis",
     "io.github.pipeworx-io/github",
     "io.github.pipeworx-io/ca-debtwatch",
     "io.github.pipeworx-io/github_private",
     "io.github.pipeworx-io/gitlab",
     "io.github.pipeworx-io/linear",
     "io.github.fernando-moretes/moretes-aws-architect-mcp"
    ]
   }
  },
  {
   "id": "find-trending-repos",
   "label": "Find trending repositories",
   "synonyms": [
    "trending repos",
    "github trending",
    "trending"
   ],
   "find_url": "https://agenttested.dev/api/find?task=find-trending-repos",
   "tested_tools": [
    {
     "slug": "hn-tech-signal-mcp",
     "name": "hn-tech-signal-mcp",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/hn-tech-signal-mcp"
    },
    {
     "slug": "new-term-radar",
     "name": "new-term-radar",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/new-term-radar"
    }
   ],
   "registry_servers": {
    "count": 845,
    "examples": [
     "com.onrender.bess-x402/data-tools",
     "io.github.bck-stack/sitecheck-agent-intel-dev",
     "com.skinwinking/agent-tollgate",
     "io.github.bck-stack/sitecheck-crypto-finance",
     "io.github.pipeworx-io/medicare-coverage",
     "io.github.pipeworx-io/fmp",
     "io.toolbooth/toolbooth",
     "io.github.TSavo/swapchan",
     "io.github.wygogogo19/robotbase-mcp",
     "io.github.pipeworx-io/kalshi"
    ]
   }
  },
  {
   "id": "search-code-docs",
   "label": "Search technical documentation",
   "synonyms": [
    "documentation",
    "docs",
    "api reference",
    "reference docs",
    "manual",
    "datasheet"
   ],
   "find_url": "https://agenttested.dev/api/find?task=search-code-docs",
   "tested_tools": [
    {
     "slug": "apple-docs-2-0-mcp",
     "name": "Apple Docs 2.0 MCP",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/apple-docs-2-0-mcp"
    },
    {
     "slug": "byteask-embedded-mcp",
     "name": "ByteAsk Embedded MCP",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/byteask-embedded-mcp"
    },
    {
     "slug": "context7",
     "name": "Context7",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/context7"
    }
   ],
   "registry_servers": {
    "count": 18,
    "examples": [
     "com.gemmein/mcp",
     "io.github.pipeworx-io/devdocs-io",
     "co.totalcms/docs",
     "io.github.AlterAIDev/alter-onboarding",
     "com.senzing/mcp",
     "io.github.duckframework/duckframework-mcp",
     "com.claspine/claspine",
     "io.github.amcharts/amcharts5",
     "art.kokomoji/mcp",
     "io.github.Nuvraxis/nuvui"
    ]
   }
  },
  {
   "id": "read-library-docs",
   "label": "Read up-to-date library docs",
   "synonyms": [
    "library docs",
    "sdk docs",
    "framework docs",
    "package docs",
    "library documentation",
    "how to use library"
   ],
   "find_url": "https://agenttested.dev/api/find?task=read-library-docs",
   "tested_tools": [
    {
     "slug": "apple-docs-2-0-mcp",
     "name": "Apple Docs 2.0 MCP",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/apple-docs-2-0-mcp"
    },
    {
     "slug": "context7",
     "name": "Context7",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/context7"
    }
   ],
   "registry_servers": {
    "count": 2,
    "examples": [
     "io.usefulapi/mistral",
     "org.celo/docs-mcp"
    ]
   }
  },
  {
   "id": "search-codebase",
   "label": "Search and cite a codebase",
   "synonyms": [
    "codebase",
    "code search",
    "code graph",
    "search code",
    "code index",
    "file line"
   ],
   "find_url": "https://agenttested.dev/api/find?task=search-codebase",
   "tested_tools": [
    {
     "slug": "graphicle",
     "name": "Graphicle",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/graphicle"
    }
   ],
   "registry_servers": {
    "count": 16,
    "examples": [
     "io.github.pipeworx-io/fmp",
     "io.github.pipeworx-io/gemini-crypto",
     "io.github.pipeworx-io/github",
     "io.github.pipeworx-io/ensembl",
     "io.github.pipeworx-io/finnhub",
     "io.github.pipeworx-io/hk-stocks",
     "io.github.pipeworx-io/iowa-code",
     "io.github.pipeworx-io/mississippi-code",
     "io.github.pipeworx-io/ncbi-datasets",
     "io.github.pipeworx-io/georgia-code"
    ]
   }
  },
  {
   "id": "edit-code",
   "label": "Edit code",
   "synonyms": [
    "edit code",
    "write code",
    "refactor"
   ],
   "find_url": "https://agenttested.dev/api/find?task=edit-code",
   "tested_tools": [
    {
     "slug": "ai-pair",
     "name": "AI Pair",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/ai-pair"
    }
   ],
   "registry_servers": {
    "count": 1,
    "examples": [
     "io.github.uniwire-dev/uniwire"
    ]
   }
  },
  {
   "id": "control-code-editor",
   "label": "Control a code editor",
   "synonyms": [
    "vs code",
    "vscode",
    "editor",
    "cursor"
   ],
   "find_url": "https://agenttested.dev/api/find?task=control-code-editor",
   "tested_tools": [
    {
     "slug": "ai-pair",
     "name": "AI Pair",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/ai-pair"
    }
   ],
   "registry_servers": {
    "count": 4,
    "examples": [
     "io.github.cnucho/methodiq-tools",
     "com.techfabric/techfabric",
     "io.github.PICODEV-SAS/picodev-lab",
     "com.reflowpdf/reflowpdf"
    ]
   }
  },
  {
   "id": "store-memory",
   "label": "Store and recall memory",
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    "remember",
    "recall",
    "knowledge graph",
    "persist",
    "long term memory",
    "save context"
   ],
   "find_url": "https://agenttested.dev/api/find?task=store-memory",
   "tested_tools": [
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     "slug": "claude-checkpoint-mcp",
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     "page_url": "https://agenttested.dev/directory/claude-checkpoint-mcp"
    },
    {
     "slug": "jotbus",
     "name": "Jotbus",
     "agent_ready": "Agent-ready",
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     "page_url": "https://agenttested.dev/directory/jotbus"
    },
    {
     "slug": "memory-mcp-server",
     "name": "Memory MCP Server",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/memory-mcp-server"
    },
    {
     "slug": "agent-memory",
     "name": "agent-memory",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/agent-memory"
    },
    {
     "slug": "graphicle",
     "name": "Graphicle",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/graphicle"
    }
   ],
   "registry_servers": {
    "count": 849,
    "examples": [
     "net.nonsynthetic/apex-edge",
     "io.github.hermoso-ai/hermoso",
     "io.github.valuein/mcp-sec-edgar",
     "io.github.grzesir/botspot-trading",
     "io.github.WickedAPI/wicked-mcp",
     "io.github.cnucho/methodiq-tools",
     "io.github.paulgosnell/accountsos-mcp",
     "io.github.dreamworkhq/dreamwork",
     "io.github.pipeworx-io/medicare-coverage",
     "io.github.pipeworx-io/fmp"
    ]
   }
  },
  {
   "id": "checkpoint-session",
   "label": "Checkpoint and resume a session",
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    "checkpoint",
    "resume",
    "crash",
    "context reset",
    "clear context"
   ],
   "find_url": "https://agenttested.dev/api/find?task=checkpoint-session",
   "tested_tools": [
    {
     "slug": "claude-checkpoint-mcp",
     "name": "Claude Checkpoint MCP",
     "agent_ready": "Agent-ready",
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     "page_url": "https://agenttested.dev/directory/claude-checkpoint-mcp"
    }
   ],
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    "count": 1,
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     "io.github.lbailey94/whitemagic-mcp"
    ]
   }
  },
  {
   "id": "share-workspace",
   "label": "Share a workspace between agents",
   "synonyms": [
    "share",
    "shared",
    "handoff",
    "hand off",
    "collaborate",
    "multi agent",
    "multiple agents",
    "scratchpad"
   ],
   "find_url": "https://agenttested.dev/api/find?task=share-workspace",
   "tested_tools": [
    {
     "slug": "jotbus",
     "name": "Jotbus",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/jotbus"
    },
    {
     "slug": "reason-network",
     "name": "reason-network",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/reason-network"
    }
   ],
   "registry_servers": {
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    "examples": [
     "net.nonsynthetic/apex-edge",
     "team.yardstick/yardstick",
     "io.github.hermoso-ai/hermoso",
     "holdings.proof/mcp-server",
     "com.gemmein/mcp",
     "io.github.grzesir/botspot-trading",
     "com.obriym-crm/mcp",
     "ai.dotsy/mcp",
     "io.github.cnucho/methodiq-tools",
     "com.webinarignition/mcp"
    ]
   }
  },
  {
   "id": "search-notes",
   "label": "Search notes",
   "synonyms": [
    "notes",
    "note",
    "obsidian",
    "vault",
    "knowledge base",
    "semantic search",
    "notion"
   ],
   "find_url": "https://agenttested.dev/api/find?task=search-notes",
   "tested_tools": [
    {
     "slug": "ledge",
     "name": "Ledge",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/ledge"
    },
    {
     "slug": "obsidian-semantic-search-mcp",
     "name": "Obsidian Semantic Search MCP",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/obsidian-semantic-search-mcp"
    }
   ],
   "registry_servers": {
    "count": 71,
    "examples": [
     "com.moneda/mcp",
     "io.github.bck-stack/sitecheck-crypto-finance",
     "cloud.dchub/mcp-server",
     "com.aisenseapi/free-public-tools",
     "io.github.eamwhite1/xrpl-referee",
     "io.github.pipeworx-io/legislation-uk",
     "io.github.canoydario847-cloud/privi-quantum",
     "io.usefulapi/farmbrite",
     "io.usefulapi/sellsy",
     "io.github.LuxAlgo/luxalgo-mcp-server"
    ]
   }
  },
  {
   "id": "edit-notes",
   "label": "Create and edit notes",
   "synonyms": [
    "write notes",
    "create note",
    "edit notes",
    "daily note",
    "journal"
   ],
   "find_url": "https://agenttested.dev/api/find?task=edit-notes",
   "tested_tools": [
    {
     "slug": "ledge",
     "name": "Ledge",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/ledge"
    }
   ],
   "registry_servers": {
    "count": 19,
    "examples": [
     "io.usefulapi/street-co-uk",
     "io.usefulapi/farmbrite",
     "io.github.LuxAlgo/luxalgo-mcp-server",
     "io.usefulapi/centralstationcrm",
     "io.usefulapi/freshsales",
     "com.meowapps/ai-engine",
     "io.usefulapi/bexio",
     "io.usefulapi/chargeover",
     "io.usefulapi/clio",
     "io.usefulapi/less-annoying-crm"
    ]
   }
  },
  {
   "id": "encrypt-notes",
   "label": "Encrypt notes",
   "synonyms": [
    "encrypt",
    "encryption",
    "lock notes",
    "private notes"
   ],
   "find_url": "https://agenttested.dev/api/find?task=encrypt-notes",
   "tested_tools": [
    {
     "slug": "rhen-vault-obsidian",
     "name": "Rhen Vault (Obsidian)",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/rhen-vault-obsidian"
    }
   ],
   "registry_servers": {
    "count": 0,
    "examples": []
   }
  },
  {
   "id": "visualize-notes-graph",
   "label": "Visualize notes as a graph",
   "synonyms": [
    "graph view",
    "visualize notes"
   ],
   "find_url": "https://agenttested.dev/api/find?task=visualize-notes-graph",
   "tested_tools": [
    {
     "slug": "brain-graph",
     "name": "Brain Graph",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/brain-graph"
    }
   ],
   "registry_servers": {
    "count": 0,
    "examples": []
   }
  },
  {
   "id": "search-email-archive",
   "label": "Search an email archive",
   "synonyms": [
    "email archive",
    "mbox",
    "eml",
    "old emails",
    "email search",
    "search email",
    "mail archive",
    "takeout"
   ],
   "find_url": "https://agenttested.dev/api/find?task=search-email-archive",
   "tested_tools": [
    {
     "slug": "mbox-mcp",
     "name": "mbox-mcp",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/mbox-mcp"
    }
   ],
   "registry_servers": {
    "count": 2,
    "examples": [
     "com.affix-io/agent-commons",
     "io.usefulapi/stream"
    ]
   }
  },
  {
   "id": "send-email",
   "label": "Send or manage email",
   "synonyms": [
    "send email",
    "send an email",
    "email",
    "inbox",
    "mailbox",
    "draft reply"
   ],
   "find_url": "https://agenttested.dev/api/find?task=send-email",
   "tested_tools": [],
   "registry_servers": {
    "count": 13,
    "examples": [
     "holdings.proof/mcp-server",
     "com.idosgames/platform",
     "com.geodeapps.mcp/geode",
     "io.github.open-salesblink/cold-email-salesblink",
     "io.github.dreamworkhq/dreamwork",
     "com.getmattered/getmattered",
     "io.github.hail-hq/hail-mcp",
     "ad.getle/leads",
     "io.usefulapi/benchmark-email",
     "io.usefulapi/buttondown"
    ]
   }
  },
  {
   "id": "send-messages",
   "label": "Send chat messages or notifications",
   "synonyms": [
    "slack",
    "discord",
    "telegram",
    "sms",
    "notify",
    "notification",
    "send message",
    "post message"
   ],
   "find_url": "https://agenttested.dev/api/find?task=send-messages",
   "tested_tools": [
    {
     "slug": "reason-network",
     "name": "reason-network",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/reason-network"
    }
   ],
   "registry_servers": {
    "count": 51,
    "examples": [
     "team.yardstick/yardstick",
     "io.github.hermoso-ai/hermoso",
     "io.github.ulasarslan6262-ui/speedbot",
     "com.geodeapps.mcp/geode",
     "com.moneda/mcp",
     "io.corpusiq/multi-source-mcp",
     "io.github.bck-stack/sitecheck-shop-social",
     "com.negativeresistance/cure-protocol",
     "com.usespur/spur",
     "com.wingmanprotocol.agent/gateway"
    ]
   }
  },
  {
   "id": "generate-image",
   "label": "Generate or render images",
   "synonyms": [
    "image",
    "images",
    "og image",
    "og card",
    "social card",
    "thumbnail",
    "picture",
    "render image",
    "generate image",
    "banner"
   ],
   "find_url": "https://agenttested.dev/api/find?task=generate-image",
   "tested_tools": [
    {
     "slug": "vectrify",
     "name": "vectrify",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/vectrify"
    },
    {
     "slug": "imagor-mcp",
     "name": "imagor-mcp",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/imagor-mcp"
    }
   ],
   "registry_servers": {
    "count": 11,
    "examples": [
     "io.github.hermoso-ai/hermoso",
     "holdings.proof/mcp-server",
     "com.idosgames/platform",
     "com.obriym-crm/mcp",
     "io.usefulapi/hetzner-cloud",
     "io.usefulapi/together-ai",
     "io.github.zaffy18/agent-toolbox",
     "io.usefulapi/bannerbear",
     "com.reflowpdf/reflowpdf",
     "io.usefulapi/craftmypdf"
    ]
   }
  },
  {
   "id": "edit-images",
   "label": "Edit images",
   "synonyms": [
    "collage",
    "meme",
    "crop",
    "resize image",
    "edit image",
    "photo"
   ],
   "find_url": "https://agenttested.dev/api/find?task=edit-images",
   "tested_tools": [
    {
     "slug": "ilovecollage",
     "name": "ilovecollage",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/ilovecollage"
    }
   ],
   "registry_servers": {
    "count": 1,
    "examples": [
     "io.github.hermoso-ai/hermoso"
    ]
   }
  },
  {
   "id": "edit-vector-graphics",
   "label": "Draw and edit SVG vector graphics",
   "synonyms": [
    "svg",
    "vector",
    "draw",
    "drawing",
    "illustration"
   ],
   "find_url": "https://agenttested.dev/api/find?task=edit-vector-graphics",
   "tested_tools": [
    {
     "slug": "vectrify",
     "name": "vectrify",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/vectrify"
    }
   ],
   "registry_servers": {
    "count": 4,
    "examples": [
     "net.nonsynthetic/apex-edge",
     "io.github.cnucho/methodiq-tools",
     "com.kernelcad/kernelcad",
     "io.github.Aryan-Jhaveri/mcp-statcan"
    ]
   }
  },
  {
   "id": "convert-images",
   "label": "Convert image formats",
   "synonyms": [
    "svg to png",
    "png",
    "jpg",
    "jpeg",
    "webp",
    "convert image",
    "image format"
   ],
   "find_url": "https://agenttested.dev/api/find?task=convert-images",
   "tested_tools": [
    {
     "slug": "svg-spark",
     "name": "SVG Spark",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/svg-spark"
    }
   ],
   "registry_servers": {
    "count": 1,
    "examples": [
     "io.github.dharunashokkumar/india-api"
    ]
   }
  },
  {
   "id": "process-video",
   "label": "Process video (cut, convert, export)",
   "synonyms": [
    "video",
    "ffmpeg",
    "mp4",
    "trim",
    "cut video",
    "gif",
    "transcode",
    "clip",
    "subtitles"
   ],
   "find_url": "https://agenttested.dev/api/find?task=process-video",
   "tested_tools": [
    {
     "slug": "ffmpeg-skill",
     "name": "ffmpeg-skill",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/ffmpeg-skill"
    },
    {
     "slug": "openscreen-2",
     "name": "OpenScreen 2",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/openscreen-2"
    }
   ],
   "registry_servers": {
    "count": 23,
    "examples": [
     "io.github.hermoso-ai/hermoso",
     "com.idosgames/platform",
     "io.github.bck-stack/sitecheck-agent-intel-dev",
     "io.corpusiq/multi-source-mcp",
     "com.webinarignition/mcp",
     "com.craftquantities/engine",
     "com.chiemgaufilms.agent/agent-data-api",
     "io.github.AM-Digital-Research-Environment/amira-mcp-server",
     "io.github.Clipform/mcp-server",
     "com.astranl/mcp"
    ]
   }
  },
  {
   "id": "record-screen",
   "label": "Record the screen",
   "synonyms": [
    "screen recording",
    "record screen",
    "demo video",
    "screencast",
    "record a demo"
   ],
   "find_url": "https://agenttested.dev/api/find?task=record-screen",
   "tested_tools": [
    {
     "slug": "openscreen-2",
     "name": "OpenScreen 2",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/openscreen-2"
    }
   ],
   "registry_servers": {
    "count": 0,
    "examples": []
   }
  },
  {
   "id": "analyze-audio",
   "label": "Analyze audio",
   "synonyms": [
    "audio",
    "sound",
    "listen",
    "loudness",
    "pitch",
    "music"
   ],
   "find_url": "https://agenttested.dev/api/find?task=analyze-audio",
   "tested_tools": [
    {
     "slug": "ffmpeg-skill",
     "name": "ffmpeg-skill",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/ffmpeg-skill"
    },
    {
     "slug": "earshot",
     "name": "earshot",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/earshot"
    }
   ],
   "registry_servers": {
    "count": 12,
    "examples": [
     "com.idosgames/platform",
     "io.github.dharunashokkumar/india-api",
     "co.youraitools/hub",
     "com.doseedo/doseedo",
     "dev.urantia/urantia-papers",
     "io.github.zaffy18/agent-toolbox",
     "com.nicevois/rvc-training",
     "io.github.resemble-ai/resemble-mcp",
     "io.github.MikeyPetrillo/agent402",
     "com.trysuara/suara"
    ]
   }
  },
  {
   "id": "generate-audio",
   "label": "Generate sound effects",
   "synonyms": [
    "sound effect",
    "sfx",
    "synthesize sound"
   ],
   "find_url": "https://agenttested.dev/api/find?task=generate-audio",
   "tested_tools": [
    {
     "slug": "earshot",
     "name": "earshot",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/earshot"
    }
   ],
   "registry_servers": {
    "count": 0,
    "examples": []
   }
  },
  {
   "id": "text-to-speech",
   "label": "Turn text into speech or audiobooks",
   "synonyms": [
    "text to speech",
    "tts",
    "speech",
    "audiobook",
    "mp3",
    "read aloud",
    "voice",
    "narrate"
   ],
   "find_url": "https://agenttested.dev/api/find?task=text-to-speech",
   "tested_tools": [
    {
     "slug": "pdf-to-mp3-connect-ai",
     "name": "PDF TO MP3 (connect AI)",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/pdf-to-mp3-connect-ai"
    }
   ],
   "registry_servers": {
    "count": 6,
    "examples": [
     "io.github.bck-stack/sitecheck-agent-intel-dev",
     "io.github.dharunashokkumar/india-api",
     "io.github.pipeworx-io/librivox",
     "io.github.pipeworx-io/kokkai-diet",
     "io.github.Clipform/mcp-server",
     "io.usefulapi/dialmycalls"
    ]
   }
  },
  {
   "id": "transcribe-meetings",
   "label": "Transcribe and summarize meetings",
   "synonyms": [
    "transcribe",
    "transcript",
    "meeting notes",
    "google meet",
    "zoom",
    "speech to text"
   ],
   "find_url": "https://agenttested.dev/api/find?task=transcribe-meetings",
   "tested_tools": [
    {
     "slug": "meetnote",
     "name": "MeetNote",
     "agent_ready": "Not agent-ready",
     "quality": 1,
     "page_url": "https://agenttested.dev/directory/meetnote"
    }
   ],
   "registry_servers": {
    "count": 13,
    "examples": [
     "io.github.bck-stack/sitecheck-agent-intel-dev",
     "io.github.dharunashokkumar/india-api",
     "co.youraitools/hub",
     "com.doseedo/doseedo",
     "io.usefulapi/rinkel",
     "io.usefulapi/aircall",
     "io.usefulapi/spruce-health",
     "io.github.zaffy18/agent-toolbox",
     "io.github.MikeyPetrillo/agent402",
     "za.co.theahg/ahg-archives"
    ]
   }
  },
  {
   "id": "analyze-agent-sessions",
   "label": "Analyze coding-agent sessions and transcripts",
   "synonyms": [
    "agent sessions",
    "session logs",
    "transcripts",
    "claude code sessions",
    "codex sessions",
    "context window",
    "token usage",
    "what filled the context",
    "replay sessions"
   ],
   "find_url": "https://agenttested.dev/api/find?task=analyze-agent-sessions",
   "tested_tools": [
    {
     "slug": "agent-standup",
     "name": "agent-standup",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/agent-standup"
    },
    {
     "slug": "agentplay",
     "name": "agentplay",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/agentplay"
    },
    {
     "slug": "shim-cli",
     "name": "shim-cli",
     "agent_ready": "Partially agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/shim-cli"
    },
    {
     "slug": "context-autopsy",
     "name": "context-autopsy",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/context-autopsy"
    },
    {
     "slug": "tapedeck",
     "name": "Tapedeck",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/tapedeck"
    }
   ],
   "registry_servers": {
    "count": 0,
    "examples": []
   }
  },
  {
   "id": "monitor-agent-sessions",
   "label": "Monitor running coding-agent sessions",
   "synonyms": [
    "monitor agents",
    "agent status",
    "which agents are waiting",
    "usage limit"
   ],
   "find_url": "https://agenttested.dev/api/find?task=monitor-agent-sessions",
   "tested_tools": [
    {
     "slug": "agent-standup",
     "name": "agent-standup",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/agent-standup"
    }
   ],
   "registry_servers": {
    "count": 0,
    "examples": []
   }
  },
  {
   "id": "run-parallel-agents",
   "label": "Run coding agents in parallel",
   "synonyms": [
    "parallel agents",
    "worktrees",
    "run agents in parallel"
   ],
   "find_url": "https://agenttested.dev/api/find?task=run-parallel-agents",
   "tested_tools": [
    {
     "slug": "offrun",
     "name": "Offrun",
     "agent_ready": "Not agent-ready",
     "quality": null,
     "page_url": "https://agenttested.dev/directory/offrun"
    }
   ],
   "registry_servers": {
    "count": 0,
    "examples": []
   }
  },
  {
   "id": "scan-for-secrets",
   "label": "Find reachable credentials and secrets",
   "synonyms": [
    "secrets",
    "credentials",
    "api keys",
    "leaked keys",
    "audit keys",
    "exposed tokens",
    "ssh keys"
   ],
   "find_url": "https://agenttested.dev/api/find?task=scan-for-secrets",
   "tested_tools": [
    {
     "slug": "heldkeys",
     "name": "heldkeys",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/heldkeys"
    }
   ],
   "registry_servers": {
    "count": 1,
    "examples": [
     "io.github.JcJamet/ia-qa-security"
    ]
   }
  },
  {
   "id": "redact-sensitive-data",
   "label": "Redact secrets and personal data",
   "synonyms": [
    "redact",
    "mask",
    "pii",
    "personal data",
    "anonymize",
    "sanitize"
   ],
   "find_url": "https://agenttested.dev/api/find?task=redact-sensitive-data",
   "tested_tools": [
    {
     "slug": "agentplay",
     "name": "agentplay",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/agentplay"
    },
    {
     "slug": "claude-checkpoint-mcp",
     "name": "Claude Checkpoint MCP",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/claude-checkpoint-mcp"
    },
    {
     "slug": "shim-cli",
     "name": "shim-cli",
     "agent_ready": "Partially agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/shim-cli"
    }
   ],
   "registry_servers": {
    "count": 7,
    "examples": [
     "io.github.bck-stack/sitecheck-agent-intel-dev",
     "com.skinwinking/agent-tollgate",
     "io.github.dharunashokkumar/india-api",
     "group.highlnd-intel/highland-apis",
     "io.github.JcJamet/ia-qa-security",
     "com.getfairquery/agent-trust-mcp",
     "com.maximusmediahouse/preplayer"
    ]
   }
  },
  {
   "id": "request-human-approval",
   "label": "Ask a human for approval",
   "synonyms": [
    "approval",
    "approve",
    "human in the loop",
    "ask a human",
    "human approval",
    "confirm before",
    "confirm with",
    "sign off",
    "permission",
    "gate risky actions",
    "before deleting",
    "before sending",
    "before paying",
    "before deploying"
   ],
   "find_url": "https://agenttested.dev/api/find?task=request-human-approval",
   "tested_tools": [
    {
     "slug": "approval-gate-mcp",
     "name": "approval-gate-mcp",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/approval-gate-mcp"
    },
    {
     "slug": "reason-network",
     "name": "reason-network",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/reason-network"
    }
   ],
   "registry_servers": {
    "count": 29,
    "examples": [
     "team.yardstick/yardstick",
     "holdings.proof/mcp-server",
     "com.gemmein/mcp",
     "io.github.valuein/mcp-sec-edgar",
     "io.github.canoydario847-cloud/privi-ledger",
     "io.github.cnucho/methodiq-tools",
     "com.directmailamerica/mcp",
     "com.aisenseapi/free-public-tools",
     "io.github.TSavo/swapchan",
     "com.nymwell/mcp"
    ]
   }
  },
  {
   "id": "audit-agent-actions",
   "label": "Keep an audit log of agent actions",
   "synonyms": [
    "audit log",
    "audit trail"
   ],
   "find_url": "https://agenttested.dev/api/find?task=audit-agent-actions",
   "tested_tools": [
    {
     "slug": "approval-gate-mcp",
     "name": "approval-gate-mcp",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/approval-gate-mcp"
    }
   ],
   "registry_servers": {
    "count": 3,
    "examples": [
     "ai.aivikings/registrar",
     "io.usefulapi/bunny-net",
     "io.usefulapi/wild-apricot"
    ]
   }
  },
  {
   "id": "inspect-mcp-servers",
   "label": "Inspect and test MCP servers",
   "synonyms": [
    "mcp inspector",
    "test mcp",
    "debug mcp",
    "test an mcp server",
    "inspect mcp",
    "mcp client",
    "tools list"
   ],
   "find_url": "https://agenttested.dev/api/find?task=inspect-mcp-servers",
   "tested_tools": [
    {
     "slug": "mcp-server-inspector-vs-code",
     "name": "MCP Server Inspector (VS Code)",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/mcp-server-inspector-vs-code"
    },
    {
     "slug": "remote-mcp-server-tester",
     "name": "Remote MCP Server Tester",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/remote-mcp-server-tester"
    }
   ],
   "registry_servers": {
    "count": 0,
    "examples": []
   }
  },
  {
   "id": "audit-mcp-servers",
   "label": "Audit MCP servers for risk",
   "synonyms": [
    "mcp security",
    "tool poisoning",
    "audit mcp",
    "trust score",
    "scan mcp"
   ],
   "find_url": "https://agenttested.dev/api/find?task=audit-mcp-servers",
   "tested_tools": [
    {
     "slug": "mcpgawk",
     "name": "mcpgawk",
     "agent_ready": "Partially agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/mcpgawk"
    },
    {
     "slug": "mcpx",
     "name": "MCPX",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/mcpx"
    }
   ],
   "registry_servers": {
    "count": 0,
    "examples": []
   }
  },
  {
   "id": "find-tools",
   "label": "Find tools, MCP servers and skills",
   "synonyms": [
    "find tools",
    "discover tools",
    "tool directory",
    "mcp servers",
    "marketplace",
    "catalog",
    "which tool"
   ],
   "find_url": "https://agenttested.dev/api/find?task=find-tools",
   "tested_tools": [
    {
     "slug": "agent-reviews",
     "name": "agent.reviews",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/agent-reviews"
    },
    {
     "slug": "aiknow",
     "name": "aiknow",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/aiknow"
    },
    {
     "slug": "honeypot",
     "name": "Honeypot",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/honeypot"
    },
    {
     "slug": "mcpx",
     "name": "MCPX",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/mcpx"
    }
   ],
   "registry_servers": {
    "count": 16,
    "examples": [
     "io.github.hermoso-ai/hermoso",
     "io.github.WickedAPI/wicked-mcp",
     "com.negativeresistance/cure-protocol",
     "wiki.rust/rust-wiki",
     "org.toolwork/toolwork",
     "io.github.intoApex/tradingagentstack",
     "io.github.kerbelp/ai-collection",
     "net.mcpstation/station",
     "com.agentscouthq/directory",
     "io.github.ondraulehla/mcpcost"
    ]
   }
  },
  {
   "id": "find-agent-skills",
   "label": "Find agent skills",
   "synonyms": [
    "skills",
    "agent skills",
    "skill index"
   ],
   "find_url": "https://agenttested.dev/api/find?task=find-agent-skills",
   "tested_tools": [
    {
     "slug": "honeypot",
     "name": "Honeypot",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/honeypot"
    }
   ],
   "registry_servers": {
    "count": 14,
    "examples": [
     "io.github.hermoso-ai/hermoso",
     "com.idosgames/platform",
     "ai.dotsy/mcp",
     "io.usefulapi/accredible",
     "com.offlineprotocol/hosted",
     "io.rmassistanthub/assistant-hub",
     "io.github.alicelabs-llc/marketnow",
     "io.github.jai-rathore/agentboard-skills",
     "ai.swarmnest/mcp",
     "com.lokerdollar/jobs"
    ]
   }
  },
  {
   "id": "read-tool-reviews",
   "label": "Read reviews of dev tools",
   "synonyms": [
    "reviews",
    "ratings",
    "tool reviews"
   ],
   "find_url": "https://agenttested.dev/api/find?task=read-tool-reviews",
   "tested_tools": [
    {
     "slug": "agent-reviews",
     "name": "agent.reviews",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/agent-reviews"
    }
   ],
   "registry_servers": {
    "count": 23,
    "examples": [
     "com.onrender.bess-x402/data-tools",
     "com.neblla/neblla",
     "io.github.valuein/mcp-sec-edgar",
     "io.github.bck-stack/sitecheck-company-records",
     "io.github.bck-stack/sitecheck-health-travel",
     "io.github.bck-stack/sitecheck-shop-social",
     "net.apppage/app-data",
     "ch.antevo/mandates",
     "com.agentpaywire/library",
     "io.usefulapi/hostaway"
    ]
   }
  },
  {
   "id": "check-site-agent-readiness",
   "label": "Check if a site is agent-ready",
   "synonyms": [
    "agent ready",
    "agent readiness",
    "ai search",
    "geo",
    "llms.txt",
    "storefront",
    "ai visibility"
   ],
   "find_url": "https://agenttested.dev/api/find?task=check-site-agent-readiness",
   "tested_tools": [
    {
     "slug": "octocheck",
     "name": "OctoCheck",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/octocheck"
    },
    {
     "slug": "is-agentic-storefront",
     "name": "Is Agentic Storefront",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/is-agentic-storefront"
    }
   ],
   "registry_servers": {
    "count": 828,
    "examples": [
     "com.onrender.bess-x402/data-tools",
     "io.github.pipeworx-io/medicare-coverage",
     "io.github.pipeworx-io/fmp",
     "io.github.pipeworx-io/kalshi",
     "com.novarithm.www/agent-hub",
     "io.github.pipeworx-io/edgar",
     "io.github.pipeworx-io/china-stocks",
     "io.github.pipeworx-io/httpbin",
     "io.github.pipeworx-io/clash-royale",
     "io.github.pipeworx-io/cryptocompare"
    ]
   }
  },
  {
   "id": "audit-seo",
   "label": "Audit a page for SEO",
   "synonyms": [
    "seo",
    "meta tags",
    "robots.txt",
    "sitemap audit",
    "seo audit"
   ],
   "find_url": "https://agenttested.dev/api/find?task=audit-seo",
   "tested_tools": [
    {
     "slug": "octocheck",
     "name": "OctoCheck",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/octocheck"
    }
   ],
   "registry_servers": {
    "count": 10,
    "examples": [
     "io.github.bck-stack/sitecheck-web-intel",
     "io.corpusiq/multi-source-mcp",
     "com.genexxis/data-apis",
     "group.highlnd-intel/highland-apis",
     "com.novarithm.www/agent-hub",
     "io.github.dotmoosehosting/dotmoose-tools",
     "com.lordevo/shop",
     "com.outmano/outmano",
     "com.stillindexed/seo-checkers",
     "io.github.AKzar1el/mcp-web-validator"
    ]
   }
  },
  {
   "id": "detect-site-builder",
   "label": "Detect what built a website",
   "synonyms": [
    "built with",
    "which builder",
    "lovable",
    "bolt",
    "v0",
    "tech stack",
    "detect framework"
   ],
   "find_url": "https://agenttested.dev/api/find?task=detect-site-builder",
   "tested_tools": [
    {
     "slug": "vibe-coded-website-checker",
     "name": "Vibe Coded Website Checker",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/vibe-coded-website-checker"
    }
   ],
   "registry_servers": {
    "count": 5,
    "examples": [
     "com.onrender.bess-x402/data-tools",
     "com.genexxis/data-apis",
     "com.lordevo/shop",
     "io.github.edtool79-collab/hirepulse-gateway",
     "io.github.edtool79-collab/hirepulse-b2b"
    ]
   }
  },
  {
   "id": "restyle-web-page",
   "label": "Restyle a web page with CSS",
   "synonyms": [
    "css",
    "restyle",
    "style a page",
    "stylesheet"
   ],
   "find_url": "https://agenttested.dev/api/find?task=restyle-web-page",
   "tested_tools": [
    {
     "slug": "stylebot-4-cli",
     "name": "Stylebot 4 (+ CLI)",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/stylebot-4-cli"
    }
   ],
   "registry_servers": {
    "count": 4,
    "examples": [
     "net.nonsynthetic/apex-edge",
     "com.minimindslab.mcp/tools",
     "io.github.yang7206/paletteget",
     "io.github.AKzar1el/mcp-web-validator"
    ]
   }
  },
  {
   "id": "rewrite-text",
   "label": "Rewrite or clean up text",
   "synonyms": [
    "rewrite",
    "paraphrase",
    "tone",
    "polish",
    "humanize",
    "ai writing",
    "clean up text",
    "proofread"
   ],
   "find_url": "https://agenttested.dev/api/find?task=rewrite-text",
   "tested_tools": [
    {
     "slug": "slop-chop-mcp",
     "name": "Slop-Chop MCP",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/slop-chop-mcp"
    },
    {
     "slug": "sendready",
     "name": "SendReady",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/sendready"
    }
   ],
   "registry_servers": {
    "count": 3,
    "examples": [
     "com.skinwinking/agent-tollgate",
     "com.webinarignition/mcp",
     "ai.eshmere/tenda"
    ]
   }
  },
  {
   "id": "lint-writing",
   "label": "Lint prose for AI tells",
   "synonyms": [
    "ai tells",
    "writing lint",
    "slop",
    "buzzwords",
    "em dashes"
   ],
   "find_url": "https://agenttested.dev/api/find?task=lint-writing",
   "tested_tools": [
    {
     "slug": "slop-chop-mcp",
     "name": "Slop-Chop MCP",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/slop-chop-mcp"
    }
   ],
   "registry_servers": {
    "count": 0,
    "examples": []
   }
  },
  {
   "id": "structured-reasoning",
   "label": "Reason step by step",
   "synonyms": [
    "think step by step",
    "step by step",
    "reasoning",
    "chain of thought",
    "plan",
    "planning",
    "sequential thinking"
   ],
   "find_url": "https://agenttested.dev/api/find?task=structured-reasoning",
   "tested_tools": [
    {
     "slug": "sequential-thinking-mcp",
     "name": "Sequential Thinking MCP",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/sequential-thinking-mcp"
    }
   ],
   "registry_servers": {
    "count": 1,
    "examples": [
     "com.scriptmasterlabs/pro-lo"
    ]
   }
  },
  {
   "id": "read-tech-news",
   "label": "Read tech news (HN, Lobsters)",
   "synonyms": [
    "hacker news",
    "hn",
    "news",
    "lobsters",
    "tech news",
    "headlines"
   ],
   "find_url": "https://agenttested.dev/api/find?task=read-tech-news",
   "tested_tools": [
    {
     "slug": "hn-tech-signal-mcp",
     "name": "hn-tech-signal-mcp",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/hn-tech-signal-mcp"
    },
    {
     "slug": "readhn",
     "name": "readhn",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/readhn"
    }
   ],
   "registry_servers": {
    "count": 51,
    "examples": [
     "com.onrender.bess-x402/data-tools",
     "io.github.morvs-ai/morvs",
     "io.github.bck-stack/sitecheck-agent-intel-dev",
     "com.skinwinking/agent-tollgate",
     "io.github.bck-stack/sitecheck-web-intel",
     "io.github.bck-stack/sitecheck-health-travel",
     "io.github.WickedAPI/wicked-mcp",
     "cloud.dchub/mcp-server",
     "com.genexxis/data-apis",
     "io.github.pipeworx-io/fmp"
    ]
   }
  },
  {
   "id": "search-papers",
   "label": "Search research papers",
   "synonyms": [
    "arxiv",
    "papers",
    "research papers",
    "academic",
    "scholar",
    "pubmed"
   ],
   "find_url": "https://agenttested.dev/api/find?task=search-papers",
   "tested_tools": [
    {
     "slug": "hn-tech-signal-mcp",
     "name": "hn-tech-signal-mcp",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/hn-tech-signal-mcp"
    }
   ],
   "registry_servers": {
    "count": 19,
    "examples": [
     "com.onrender.bess-x402/data-tools",
     "io.github.bck-stack/sitecheck-agent-intel-dev",
     "com.skinwinking/agent-tollgate",
     "io.github.bck-stack/sitecheck-web-intel",
     "io.github.bck-stack/sitecheck-health-travel",
     "com.genexxis/data-apis",
     "com.underarticles/ua",
     "io.github.pipeworx-io/herb-tcm",
     "io.github.pipeworx-io/core-research",
     "dev.urantia/urantia-papers"
    ]
   }
  },
  {
   "id": "summarize-web-page",
   "label": "Summarize a web page",
   "synonyms": [
    "summarize page",
    "summary of page",
    "tldr"
   ],
   "find_url": "https://agenttested.dev/api/find?task=summarize-web-page",
   "tested_tools": [
    {
     "slug": "max-lenylvt",
     "name": "Max (lenylvt)",
     "agent_ready": "Not agent-ready",
     "quality": null,
     "page_url": "https://agenttested.dev/directory/max-lenylvt"
    }
   ],
   "registry_servers": {
    "count": 14,
    "examples": [
     "com.skinwinking/agent-tollgate",
     "io.github.cnucho/methodiq-tools",
     "cloud.dchub/mcp-server",
     "group.highlnd-intel/highland-apis",
     "com.wingmanprotocol.agent/gateway",
     "io.github.atomadictech/aaaa-nexus",
     "com.naxytra/xytara-mcp-executor",
     "io.github.inite-ai/inite-brain-service",
     "com.imagiolabs.www/imagio-relay",
     "io.sslip.138-197-15-135/hearth-onchain"
    ]
   }
  },
  {
   "id": "read-articles-clean",
   "label": "Read articles without popups or paywall overlays",
   "synonyms": [
    "paywall",
    "reader mode",
    "article",
    "no ads"
   ],
   "find_url": "https://agenttested.dev/api/find?task=read-articles-clean",
   "tested_tools": [
    {
     "slug": "wallhop",
     "name": "wallhop",
     "agent_ready": "Not agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/wallhop"
    }
   ],
   "registry_servers": {
    "count": 0,
    "examples": []
   }
  },
  {
   "id": "gate-code-review",
   "label": "Gate merges on human code understanding",
   "synonyms": [
    "pre push",
    "merge gate",
    "code review",
    "pr review",
    "quiz"
   ],
   "find_url": "https://agenttested.dev/api/find?task=gate-code-review",
   "tested_tools": [
    {
     "slug": "vibecheck",
     "name": "vibecheck",
     "agent_ready": "Partially agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/vibecheck"
    },
    {
     "slug": "sphinx",
     "name": "Sphinx",
     "agent_ready": "Partially agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/sphinx"
    }
   ],
   "registry_servers": {
    "count": 2,
    "examples": [
     "group.highlnd-intel/highland-apis",
     "io.github.fernando-moretes/moretes-aws-architect-mcp"
    ]
   }
  },
  {
   "id": "review-ios-layout",
   "label": "Review iOS layout for resizing",
   "synonyms": [
    "ios",
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    "swiftui layout"
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    "compare chatbots",
    "chatgpt and claude"
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     "page_url": "https://agenttested.dev/directory/use-multiple-chat-ai-at-once"
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    "tokens per second",
    "llm speed",
    "model comparison"
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     "page_url": "https://agenttested.dev/directory/parsimony"
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    {
     "slug": "llmspeed",
     "name": "Llmspeed",
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     "page_url": "https://agenttested.dev/directory/llmspeed"
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   "registry_servers": {
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  },
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    "dependency",
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    "npm package",
    "pypi package"
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     "page_url": "https://agenttested.dev/directory/anaconda-mcp"
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     "dev.monowire/patchwire"
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   "id": "view-earthquake-data",
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    "seismic",
    "usgs"
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   "find_url": "https://agenttested.dev/api/find?task=view-earthquake-data",
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     "name": "Seismap Almaty",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/seismap-almaty"
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   ],
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   "id": "display-text-fullscreen",
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    "full screen text",
    "big text",
    "display message"
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     "slug": "bigwords-page",
     "name": "BIGWORDS.PAGE",
     "agent_ready": "Agent-ready",
     "quality": 4,
     "page_url": "https://agenttested.dev/directory/bigwords-page"
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   ],
   "registry_servers": {
    "count": 0,
    "examples": []
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  },
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   "id": "browse-ai-art",
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    "paintings",
    "gallery"
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   "find_url": "https://agenttested.dev/api/find?task=browse-ai-art",
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     "slug": "stillwet",
     "name": "stillwet",
     "agent_ready": "Agent-ready",
     "quality": 5,
     "page_url": "https://agenttested.dev/directory/stillwet"
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   ],
   "registry_servers": {
    "count": 0,
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   "id": "visualize-agent-skills",
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    "visualize skill",
    "skill md"
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   "find_url": "https://agenttested.dev/api/find?task=visualize-agent-skills",
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     "name": "Graphtale (VS Code)",
     "agent_ready": "Agent-ready",
     "quality": 3,
     "page_url": "https://agenttested.dev/directory/graphtale-vs-code"
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   ],
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    "count": 0,
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   "id": "query-database",
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    "sql",
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    "mysql",
    "sqlite",
    "query table",
    "supabase"
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   "find_url": "https://agenttested.dev/api/find?task=query-database",
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     "com.imagiolabs.www/imagio-relay",
     "io.github.mcp-dir/eleicoes-mcp",
     "io.usefulapi/spinupwp",
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     "io.github.Ukraine-Territorial-MCP/finland-statistics"
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   "id": "manage-crm",
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    "sales pipeline",
    "hubspot",
    "salesforce"
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   "find_url": "https://agenttested.dev/api/find?task=manage-crm",
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     "com.idosgames/platform",
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     "io.corpusiq/multi-source-mcp",
     "io.github.bck-stack/sitecheck-company-records",
     "com.obriym-crm/mcp",
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     "io.github.bck-stack/sitecheck-jobs-property"
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   "id": "search-products",
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    "products",
    "shopping",
    "shop",
    "buy",
    "ecommerce",
    "price",
    "store"
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   "find_url": "https://agenttested.dev/api/find?task=search-products",
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     "com.neblla/neblla",
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     "io.github.bck-stack/sitecheck-agent-intel-dev",
     "com.skinwinking/agent-tollgate",
     "io.github.bck-stack/sitecheck-crypto-finance",
     "io.github.bck-stack/sitecheck-health-travel"
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   "id": "manage-calendar",
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    "meeting",
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    "booking",
    "appointment"
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   "find_url": "https://agenttested.dev/api/find?task=manage-calendar",
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     "com.neblla/neblla",
     "com.idosgames/platform",
     "io.github.morvs-ai/morvs",
     "io.github.ulasarslan6262-ui/speedbot",
     "io.github.bck-stack/sitecheck-crypto-finance",
     "io.github.valuein/mcp-sec-edgar",
     "io.corpusiq/multi-source-mcp"
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   "id": "manage-tasks",
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    "tickets",
    "jira",
    "linear",
    "project management",
    "kanban"
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   "find_url": "https://agenttested.dev/api/find?task=manage-tasks",
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     "com.idosgames/platform",
     "io.github.ulasarslan6262-ui/speedbot",
     "com.skinwinking/agent-tollgate",
     "io.github.bck-stack/sitecheck-crypto-finance",
     "io.github.valuein/mcp-sec-edgar",
     "io.github.cnucho/methodiq-tools",
     "cloud.dchub/mcp-server"
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   "id": "get-weather",
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    "weather",
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    "temperature"
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   "registry_servers": {
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     "com.skinwinking/agent-tollgate",
     "io.github.bck-stack/sitecheck-shop-social",
     "io.github.WickedAPI/wicked-mcp",
     "io.github.paulgosnell/accountsos-mcp",
     "com.genexxis/data-apis",
     "io.github.voidly-ai/voidly-hosted",
     "io.github.pipeworx-io/medicare-coverage",
     "io.github.pipeworx-io/fmp"
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   "id": "use-maps",
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    "geocode",
    "address",
    "directions",
    "route",
    "places",
    "location",
    "nearby"
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   "find_url": "https://agenttested.dev/api/find?task=use-maps",
   "tested_tools": [],
   "registry_servers": {
    "count": 143,
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     "com.gemmein/mcp",
     "io.github.bck-stack/sitecheck-agent-intel-dev",
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     "io.github.bck-stack/sitecheck-crypto-finance",
     "io.github.bck-stack/sitecheck-company-records",
     "io.github.bck-stack/sitecheck-jobs-property",
     "io.github.WickedAPI/wicked-mcp",
     "ai.dotsy/mcp"
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   "id": "get-financial-data",
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    "stocks",
    "crypto",
    "market data",
    "ticker",
    "finance",
    "exchange rate",
    "price history"
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   "find_url": "https://agenttested.dev/api/find?task=get-financial-data",
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   "registry_servers": {
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     "io.github.morvs-ai/morvs",
     "io.github.ulasarslan6262-ui/speedbot",
     "com.geodeapps.mcp/geode",
     "com.moneda/mcp",
     "com.skinwinking/agent-tollgate",
     "io.github.bck-stack/sitecheck-web-intel",
     "io.github.bck-stack/sitecheck-crypto-finance",
     "io.github.valuein/mcp-sec-edgar"
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   }
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   "id": "handle-payments",
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    "payments",
    "invoice",
    "billing",
    "checkout",
    "stripe",
    "refund"
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   "find_url": "https://agenttested.dev/api/find?task=handle-payments",
   "tested_tools": [],
   "registry_servers": {
    "count": 205,
    "examples": [
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     "io.github.morvs-ai/morvs",
     "io.github.ulasarslan6262-ui/speedbot",
     "com.gemmein/mcp",
     "com.geodeapps.mcp/geode",
     "com.moneda/mcp",
     "io.github.bck-stack/sitecheck-agent-intel-dev",
     "com.skinwinking/agent-tollgate",
     "io.github.bck-stack/sitecheck-health-travel",
     "io.github.canoydario847-cloud/privi-ledger"
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   "id": "translate-text",
   "label": "Translate text",
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    "translation",
    "language"
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   "find_url": "https://agenttested.dev/api/find?task=translate-text",
   "tested_tools": [],
   "registry_servers": {
    "count": 16,
    "examples": [
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     "group.highlnd-intel/highland-apis",
     "com.craftquantities/engine",
     "io.github.pipeworx-io/deepl",
     "io.github.pipeworx-io/libretranslate",
     "com.getmattered/getmattered",
     "io.github.martinPisacreta/textokit-mcp",
     "io.usefulapi/weblate"
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   }
  },
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   "label": "Search job listings",
   "synonyms": [
    "job",
    "jobs",
    "hiring",
    "careers"
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   "find_url": "https://agenttested.dev/api/find?task=search-jobs",
   "tested_tools": [],
   "registry_servers": {
    "count": 99,
    "examples": [
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     "io.github.bck-stack/sitecheck-jobs-property",
     "com.directmailamerica/mcp",
     "io.github.dreamworkhq/dreamwork",
     "com.aisenseapi/free-public-tools",
     "io.github.lx1112/agent-data-api",
     "io.github.wygogogo19/robotbase-mcp",
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   "label": "Search flights and hotels",
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    "flights",
    "hotel",
    "hotels",
    "travel"
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   "find_url": "https://agenttested.dev/api/find?task=search-travel",
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   "registry_servers": {
    "count": 26,
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     "io.github.pipeworx-io/carbon-interface",
     "io.github.pipeworx-io/flightstats",
     "io.github.pipeworx-io/duffel",
     "io.github.openvancamp/openvan-travel"
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    "aws",
    "cloudflare",
    "server",
    "dns",
    "infrastructure"
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   "find_url": "https://agenttested.dev/api/find?task=manage-cloud-infra",
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   "registry_servers": {
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    "examples": [
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     "com.genexxis/data-apis",
     "io.github.dharunashokkumar/india-api",
     "com.aisenseapi/free-public-tools"
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    "chart",
    "statistics",
    "data analysis"
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   "tested_tools": [],
   "registry_servers": {
    "count": 223,
    "examples": [
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     "com.idosgames/platform",
     "io.github.ulasarslan6262-ui/speedbot",
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     "io.corpusiq/multi-source-mcp"
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   }
  },
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   "label": "Search social media",
   "synonyms": [
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    "x posts",
    "reddit",
    "linkedin",
    "social media",
    "tweets"
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   "find_url": "https://agenttested.dev/api/find?task=search-social-media",
   "tested_tools": [],
   "registry_servers": {
    "count": 26,
    "examples": [
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     "com.idosgames/platform",
     "io.github.ulasarslan6262-ui/speedbot",
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     "io.github.bck-stack/sitecheck-web-intel",
     "io.corpusiq/multi-source-mcp",
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    "parametric",
    "openscad",
    "freecad",
    "mesh"
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   "find_url": "https://agenttested.dev/api/find?task=design-3d-models",
   "tested_tools": [
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     "quality": 3,
     "page_url": "https://agenttested.dev/directory/solidcraft"
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   ],
   "registry_servers": {
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    "examples": [
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  {
   "id": "export-cad-files",
   "label": "Export CAD files (STEP, STL, 3MF)",
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    "step file",
    "3mf",
    "cad export",
    "export cad"
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   "find_url": "https://agenttested.dev/api/find?task=export-cad-files",
   "tested_tools": [
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     "agent_ready": "Agent-ready",
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     "page_url": "https://agenttested.dev/directory/solidcraft"
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   ],
   "registry_servers": {
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    "examples": []
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   "synonyms": [
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    "legal",
    "court",
    "regulation",
    "government data",
    "patent"
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   "find_url": "https://agenttested.dev/api/find?task=search-legal-gov-data",
   "tested_tools": [],
   "registry_servers": {
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    "examples": [
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     "io.github.bck-stack/sitecheck-company-records",
     "com.mirabelloconsultancy/mcp",
     "io.github.pipeworx-io/court-listener",
     "io.github.snefhew/factline",
     "io.github.pipeworx-io/cn-law",
     "io.github.pipeworx-io/indonesia-law",
     "io.github.pipeworx-io/ip-australia",
     "io.github.pipeworx-io/de-gesetze",
     "io.github.pipeworx-io/fjc-judges"
    ]
   }
  }
 ]
}