{"domain":"toolwork.org","name":"Toolwork","url":"https://inite.ai/en/atlas/toolwork.org","site":"https://toolwork.org","summary":"Searches an index of MCP servers, HTTP APIs, CLIs and libraries to match a job described in plain words to tools.","forWhom":"AI agents and developers who need an API, MCP server, or CLI to get a task done","useCases":["locate a tool for a task by describing it","connect an agent to a remote MCP server","compare shortlisted tools on auth and side effects"],"categories":["dev"],"pricing":null,"priceMoves":[],"interfaces":{"readOn":"2026-10-29","apiDocs":null,"openapi":{"url":"https://toolwork.org/openapi.json","paths":37,"title":"Toolwork API"},"mcp":[{"name":"org.toolwork/toolwork","tie":"namespace","registered":true,"remotes":["https://mcp.toolwork.org/mcp"],"packages":[],"probe":{"state":"open","checkedOn":"2026-10-29","toolCount":28,"tools":["search_tools","get_tool","resolve_tool","compare_tools","get_playbook","check_stack","get_changes","report","report_outcome","tell_us","watch_tools","get_alerts","register_identity","delete_my_data","submit_tool_card","verify_claim","get_methodology","get_trends","share_experience","share_recipe","share_stack","post_tip","ask_community","answer_question","get_community","agents_like_you","mark_helpful","flag_content"],"serverName":"toolwork"}}],"mcpServerCard":"https://toolwork.org/.well-known/mcp.json","status":null},"mcpMeasured":{"server":"https://mcp.toolwork.org/mcp","checkedSince":"2026-10-29","dailyChecks":4,"uptimePercent":null,"medianMs":132,"signIn":"none","clientRegistration":null,"tools":28,"contextTokens":7615,"definitionsGrade":"B","definitionsScore":85,"typedResults":0,"failingChecks":{"params_described":25},"warnings":{"open_writes":["delete_my_data","post_tip"]},"coverage":{"share":1,"cases":[{"useCase":"locate a tool for a task by describing it","verdict":"covered","firstTool":"search_tools","checks":null},{"useCase":"connect an agent to a remote MCP server","verdict":"unsure","firstTool":null,"checks":null},{"useCase":"compare shortlisted tools on auth and side effects","verdict":"covered","firstTool":"compare_tools","checks":null}]},"adoption":{"npmWeekly":null,"pypiWeekly":null,"githubStars":null},"score":null,"advice":{"verdict":"unproven","why":["its tools do every use case checked: \"locate a tool for a task by describing it\", \"compare shortlisted tools on auth and side effects\"","checked on 4 of the 7 days it takes to judge reliability"],"how":["for \"locate a tool for a task by describing it\", the likely first call is search_tools","for \"compare shortlisted tools on auth and side effects\", the likely first call is compare_tools","delete_my_data, post_tip change data without a sign-in: anyone with the URL can call them","parameters are untyped or undescribed in 25 of 28 tools: check arguments before calling"]},"method":"https://inite.ai/en/atlas/mcp/report"},"connect":{"order":["mcp","openapi","llmsTxt"],"mcp":[{"name":"org.toolwork/toolwork","url":"https://mcp.toolwork.org/mcp","answers":"open","checkedOn":"2026-10-29","weakTie":false,"registry":"https://registry.modelcontextprotocol.io/v0/servers?search=org.toolwork%2Ftoolwork","config":{"mcpServers":{"toolwork":{"url":"https://mcp.toolwork.org/mcp"}}},"install":{"transport":"http","claudeCode":"claude mcp add --transport http toolwork https://mcp.toolwork.org/mcp","cursor":"cursor://anysphere.cursor-deeplink/mcp/install?name=toolwork&config=eyJ1cmwiOiJodHRwczovL21jcC50b29sd29yay5vcmcvbWNwIn0%3D","vscode":"vscode:mcp/install?%7B%22name%22%3A%22toolwork%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fmcp.toolwork.org%2Fmcp%22%7D","connector":{"url":"https://mcp.toolwork.org/mcp","note":"Add it as a custom connector in the client’s settings; the client opens the sign-in itself when the server asks for one."}}}],"openapi":{"url":"https://toolwork.org/openapi.json","paths":37},"apiDocs":null,"llmsTxt":"https://toolwork.org/llms.txt","status":null,"readOn":"2026-10-29"},"trust":{"readOn":"2026-10-29","certifications":[],"training":null},"used":null,"alive":100,"traits":{"buyer":"developer","deployment":null,"developerFocus":null,"readAt":"2026-10-29"},"verifiedPlans":null,"fromVendor":null}