{
  "run_id": "mcp-use--mcp-use-claude-haiku-5-5-1792767269192623503",
  "date": "2026-10-23T15:09:35.968911+00:00",
  "repo": "mcp-use/mcp-use",
  "kind": "mcp",
  "source": "https://github.com/mcp-use/mcp-use",
  "commit": "f877f789e7b4979e62e5cbe221bfb29ebb86d1bd",
  "model": "claude-haiku-5-5",
  "model_version": "claude-haiku-5-5",
  "test_version": "readme-bdc1b9b3c0d2673aef87e076d14084a8123ddcf09d520c1ee2e364a37c3f4bb9",
  "pass": true,
  "outcome": "pass",
  "time_to_working_s": 827.4348083219957,
  "total_s": 906.7762579917908,
  "steps": [
    "cd <guest-path> && pwd && ls -la && id -u && python3 --version && cat /etc/os-release | head -3 && git --version 2>&1; ls /inputs 2>&1; ls <guest-path> 2>&1",
    "cd <guest-path> && cat README.md | head -300",
    "cd <guest-path> && which node npm npx; node -v 2>&1; npm -v 2>&1; ls -la .coldpass; ls libraries examples; grep -n -i \"node\\|requir\\|prereq\" README.md | head -40; find . -name package.json -not -path \"*/node_modules/*\" | head -30",
    "cd <guest-path> && ls; grep -n '\"engines\"' -A3 package.json; grep -n '\"packageManager\"\\|\"node\"' package.json; grep -n -i \"node\\|npm\\|pnpm\" README.md | head -30; cat package.json | head -60",
    "cd <guest-path> && grep -rn '\"node\"' package.json packages/server/package.json packages/create-mcp-use-app/package.json packages/client/package.json 2>/dev/null; grep -n -i \"node.js\\|node 2\\|node>=\\|>= *2\" README.md ../../CONTRIBUTING.md | head; sudo -n true && echo SUDO_OK; apt-cache policy nodejs 2>/dev/null | head -3; curl -sI https://deb.nodesource.com 2>&1 | head -1",
    "cd /tmp && (curl -fsSL https://deb.nodesource.com/setup_22.x | sudo -E bash - && sudo apt-get install -y nodejs) > /tmp/node_install.log 2>&1; echo rc=$?; tail -5 /tmp/node_install.log; node -v; npm -v",
    "cd <guest-path> && git init -q && git remote add origin https://github.com/mcp-use/mcp-use && git fetch --depth 1 origin f877f789e7b4979e62e5cbe221bfb29ebb86d1bd 2>&1 | tail -3; git reset --mixed FETCH_HEAD 2>&1 | tail -2; git log --oneline -1; git status --short | head -5",
    "cd <guest-path> && sudo npm install -g pnpm@11.13.1 > /tmp/pnpm_install.log 2>&1; echo rc=$?; tail -3 /tmp/pnpm_install.log; pnpm -v; export NODE_USE_ENV_PROXY=1; timeout 900 pnpm install --frozen-lockfile > /tmp/pnpm_i.log 2>&1; echo install_rc=$?; tail -15 /tmp/pnpm_i.log",
    "cd <guest-path> && sed -n 645,665p README.md; export NODE_USE_ENV_PROXY=1; timeout 1500 pnpm build > /tmp/pnpm_build.log 2>&1; echo build_rc=$?; tail -12 /tmp/pnpm_build.log",
    "mkdir -p /tmp/mcpdemo && cd /tmp/mcpdemo && export NODE_USE_ENV_PROXY=1 && timeout 300 npx -y create-mcp-use-app@latest --help 2>&1 | head -40; echo rc=$?",
    "cd /tmp/mcpdemo && export NODE_USE_ENV_PROXY=1 && timeout 900 npx -y create-mcp-use-app@latest weather-app --npm --install --no-skills > /tmp/scaffold.log 2>&1; echo rc=$?; tail -20 /tmp/scaffold.log; ls -la /tmp/mcpdemo/weather-app 2>&1 | head -30",
    "cd /tmp/mcpdemo/weather-app && cat index.ts; echo ----; cat package.json; echo ----; export NODE_USE_ENV_PROXY=1; timeout 600 npm run build > /tmp/app_build.log 2>&1; echo build_rc=$?; tail -8 /tmp/app_build.log",
    "cd /tmp/mcpdemo/weather-app && export NODE_USE_ENV_PROXY=1; nohup npm run dev > /tmp/app_dev.log 2>&1 & echo started; sleep 25; tail -20 /tmp/app_dev.log; curl -s -o /dev/null -w \"%{http_code}\\n\" http://localhost:3000/mcp",
    "cd /tmp/mcpdemo/weather-app && export NODE_USE_ENV_PROXY=1; timeout 120 npx mcp-use client connect local http://localhost:3000/mcp 2>&1 | tail -5; echo connect_rc=$?; timeout 120 npx mcp-use client local tools list 2>&1 | tail -15; timeout 120 npx mcp-use client local tools call fetch-weather city=Tokyo 2>&1 | tail -15",
    "pkill -f \"mcp-use dev\" ; pkill -f \"npm run dev\"; sleep 3; (curl -s -o /dev/null -w \"%{http_code}\\n\" http://localhost:3000/mcp || true); pgrep -fa \"mcp-use|npm run dev\" | head; cd <guest-path> && grep -rln -i \"cron\\|setInterval\\|--once\\|--now\\|schedule\" packages/*/src 2>/dev/null | head -20; grep -n \"^Start development mode\\|^Inspect the same server\\|^Create the production build\" <guest-path>",
    "ps -eo pid,args | grep -E \"mcp-use|vite|tsx|node\" | grep -v grep | head; curl -s -o /dev/null -w \"%{http_code}\\n\" http://localhost:3000/mcp; echo done",
    "cd <guest-path> && grep -rln -i \"cron\\|setInterval\\|--once\\|--now\" packages/*/src 2>/dev/null | head -10; echo ---; cd <guest-path> && grep -n \"Start development mode\\|Inspect the same server\\|Create the production build\" README.md; grep -n \"npx mcp-use client connect\" README.md",
    "cd /tmp/mcpdemo && export NODE_USE_ENV_PROXY=1 && timeout 300 npx -y create-mcp-use-app@latest --list-templates 2>/dev/null | head -20; echo rc=$?; cd <guest-path> && grep -n '\"test\"' package.json; (timeout 900 pnpm test > /tmp/server_test.log 2>&1; echo test_rc=$? >> /tmp/server_test.log) ; tail -12 /tmp/server_test.log",
    "cd <guest-path> && mkdir -p .coldpass && cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"mcp_http\",\"argv\":[\"npm\",\"run\",\"dev\"],\"cwd\":\"/tmp/mcpdemo/weather-app\",\"url\":\"http://localhost:3000/mcp\",\"tool\":\"fetch-weather\",\"arguments\":{\"city\":\"Tokyo\"},\"expected_text\":\"sunny\"}\nEOF\ncat > .coldpass/claims.json <<'EOF'\n[\n {\"kind\":\"claim\",\"claim\":\"Start development mode serves the MCP endpoint at localhost:3000/mcp and a tool call returns the requested city's weather\",\"source\":\"Start development mode to serve the MCP endpoint at [`http://localhost:3000/mcp`](http://localhost:3000/mcp). The Inspector is automatically available at [`http://localhost:3000/mcp/inspector`](http://localhost:3000/mcp/inspector):\",\"input\":\"fetch-weather city=Tokyo\",\"expected\":\"sunny weather result for Tokyo\",\"probe_kind\":\"mcp_http\",\"argv\":[\"npm\",\"run\",\"dev\"],\"url\":\"http://localhost:3000/mcp\",\"tool\":\"fetch-weather\",\"arguments\":{\"city\":\"Tokyo\"},\"expected_text\":\"sunny\",\"cwd\":\"/tmp/mcpdemo/weather-app\"},\n {\"kind\":\"claim\",\"claim\":\"Create the production build runs and reports the built entry\",\"source\":\"Create the production build:\",\"input\":\"npm run build\",\"expected\":\"build output names the built index.ts entry\",\"probe_kind\":\"cli\",\"argv\":[\"npm\",\"run\",\"build\"],\"expected_text\":\"built index.ts\",\"cwd\":\"/tmp/mcpdemo/weather-app\"}\n]\nEOF\ncat > .coldpass/examples.json <<'EOF'\n[\n {\"kind\":\"example\",\"claim\":\"Scaffold a new project with the quickstart tool and list its templates\",\"source\":\"README.md Start with code (npx -y create-mcp-use-app@latest)\",\"input\":\"--list-templates\",\"expected\":\"lists the blank, mcp-apps and mcp-server templates\",\"argv\":[\"npx\",\"-y\",\"create-mcp-use-app@latest\",\"--list-templates\"],\"cwd\":\"/tmp/mcpdemo\",\"env\":{},\"expected_text\":\"mcp-server\"},\n {\"kind\":\"example\",\"claim\":\"Repository offline test suite for the server package passes\",\"source\":\"libraries/typescript/README.md Development Setup\",\"input\":\"pnpm test in libraries/typescript/packages/server\",\"expected\":\"all server tests pass\",\"argv\":[\"pnpm\",\"test\"],\"cwd\":\"<guest-path>\",\"env\":{},\"expected_text\":\"859 passed\"}\n]\nEOF\ncat > .coldpass/cycles.json <<'EOF'\n{\"detected\":false,\"reason\":\"Entry points inspected: packages/cli, packages/server, packages/client and packages/tunnel. Grep for cron, setInterval, --once and --now found only UI or polling timers (views-plugin, useMcp-helpers, popup, ToolResultDisplay, PromptResultDisplay, useChatHistory, manufact-auth, tunnel index). No scheduler or product cycle exists; the product runs on demand via npm run dev (HTTP server) and npx mcp-use client commands.\",\"checks\":[]}\nEOF\nfor f in .coldpass/*.json; do python3 -I -m json.tool \"$f\" >/dev/null && echo \"ok $f\"; done; ls -la .coldpass",
    "cd <guest-path> && <env-var>=<guest-path> timeout 1500 python3 -I <guest-path> --validate --replay; echo checker_rc=$?",
    "cd <guest-path> && (curl -s -o /dev/null -w \"port3000=%{http_code}\\n\" http://localhost:3000/mcp || true); ps -eo pid,args | grep -E \"mcp-use dev|npm run dev\" | grep -v grep || echo \"no server processes\"; cat > .coldpass/report.json <<'EOF'\n{\"outcome\":\"working\",\"fault_owner\":null,\"operation\":\"Scaffold an mcp-use MCP server with the README quickstart, run the dev server, and call its fetch-weather tool over MCP HTTP\",\"operation_scope\":\"Linux Ubuntu 24.04 guest, Node 22.23.4, pnpm 11.13.1 for the monorepo, npm for the scaffolded project; local HTTP on localhost:3000 only; no credentials, browser or external services\",\"steps\":[\"git init; git remote add origin https://github.com/mcp-use/mcp-use; git fetch --depth 1 origin f877f789e7b4979e62e5cbe221bfb29ebb86d1bd; git reset --mixed FETCH_HEAD\",\"cd libraries/typescript && pnpm install --frozen-lockfile\",\"pnpm build (libraries/typescript)\",\"npx -y create-mcp-use-app@latest weather-app --npm --install --no-skills (run from /tmp/mcpdemo)\",\"npm run build (in /tmp/mcpdemo/weather-app)\",\"npm run dev (in /tmp/mcpdemo/weather-app)\",\"npx mcp-use client connect local http://localhost:3000/mcp\",\"npx mcp-use client local tools list\",\"npx mcp-use client local tools call fetch-weather city=Tokyo\",\"pnpm test (libraries/typescript/packages/server): 859 passed\"],\"deviations\":[\"Node was not installed in the guest; installed Node 22.23.4 via NodeSource (curl -fsSL https://deb.nodesource.com/setup_22.x | sudo -E bash -; sudo apt-get install -y nodejs) to meet the >=22.22.2 engine requirement.\",\"pnpm was not installed; installed pnpm@11.13.1 (the packageManager pin) with sudo npm install -g pnpm@11.13.1.\",\"pnpm install printed non-fatal WARN lines 'Failed to create bin' for unbuilt example packages (mcp-use bin missing before build); the install still completed and the build succeeded.\",\"The workspace had no .git; applied the task's pinned git init/fetch/reset steps.\",\"The probe and example commands use the scaffolded app in /tmp/mcpdemo/weather-app (outside the checkout) because the README quickstart uses the published create-mcp-use-app package via npx.\",\"Telemetry/consent prompts were not encountered in the non-interactive runs; no telemetry option was changed.\"],\"stuck_step\":null,\"main_blocker\":null,\"plain_failure\":null,\"suggested_fix\":null}\nEOF\npython3 -I -m json.tool .coldpass/report.json >/dev/null && echo report_ok; <env-var>=<guest-path> timeout 1500 python3 -I <guest-path> --validate --replay > /tmp/final_check.json 2>&1; echo checker_rc=$?; python3 -I -c \"import json,sys; d=json.load(open('/tmp/final_check.json')) if False else None\" ; grep -o '\"valid\": [a-z]*\\|\"status\": \"[A-Z]*\"' /tmp/final_check.json | head"
  ],
  "stuck_step": null,
  "error_excerpt": null,
  "what_it_did": "Scaffold an mcp-use MCP server with the README quickstart, run the dev server, and call its fetch-weather tool over MCP HTTP",
  "suggested_fix": null,
  "tokens_in": 554688,
  "tokens_out": 15494,
  "cost_usd": 0.021549170000000003,
  "usage_complete": true,
  "checks": [
    {
      "check": "operation",
      "status": "PASS",
      "details": {
        "working": true,
        "kind": "mcp_http",
        "url": "http://localhost:3000/mcp",
        "hosting": "local",
        "transport": "streamable-http",
        "scope": "remote hosted MCP initialize + tools/list",
        "argv": [
          "npm",
          "run",
          "dev"
        ],
        "serverInfo": {
          "name": "weather-app",
          "version": "1.0.0",
          "title": "weather-app",
          "description": "An MCP server built with mcp-use"
        },
        "protocolVersion": "2025-06-18",
        "tools": [
          "fetch-weather"
        ],
        "tool_schema_bytes": 549,
        "tool_result": {
          "content": [
            {
              "type": "text",
              "text": "{\"city\":\"Tokyo\",\"conditions\":\"sunny\",\"temperature\":\"22\u00b0C\"}"
            }
          ],
          "structuredContent": {
            "city": "Tokyo",
            "conditions": "sunny",
            "temperature": "22\u00b0C"
          }
        },
        "tool_result_checked": true
      }
    }
  ],
  "safety": {
    "version": "z2x-1",
    "rules_version": "z2x-1",
    "summary": "Review signals: 1 connection review, 4 encoded blob, 5 hardcoded secret, 26 known vulnerability. 10 static matches retained as context.",
    "expected": "Reviewed as expected for a test run: resolver address lookups that send no data.",
    "findings": [
      {
        "kind": "connection-review",
        "count": 1,
        "note": "Repository processes attempted these non-loopback connections; proxies can hide the final hostname.",
        "location_count": 3,
        "process_count": 7
      },
      {
        "kind": "encoded-blob",
        "count": 4,
        "note": "Source contains encoded blob; review its purpose.",
        "location_count": 2
      },
      {
        "kind": "hardcoded-secret",
        "count": 5,
        "note": "Gitleaks found a possible hardcoded secret; value withheld.",
        "location_count": 5
      },
      {
        "kind": "known-vulnerability",
        "count": 21,
        "note": "OSV reports a known vulnerability in this dependency version.",
        "location_count": 10
      }
    ],
    "context": [
      {
        "kind": "hardcoded-secret",
        "count": 10,
        "note": "Gitleaks found a possible hardcoded secret; value withheld.",
        "location_count": 6
      }
    ],
    "limitations": [
      "A short run cannot establish that code is safe.",
      "Connections show IP addresses; proxies can hide the final hostname.",
      "Tracing covers dispatched commands and their children, not the whole OS; guest root can interfere with tracing."
    ],
    "static": {
      "dependency_note": "OSV scanned supported lockfiles; unpinned dependencies and unsupported formats are outside this check."
    },
    "evidence_url": "/safety/?run=mcp-use--mcp-use-claude-haiku-5-5-1792767269192623503",
    "evidence_file": "/data/safety/mcp-use--mcp-use-claude-haiku-5-5-1792767269192623503.json.gz"
  },
  "agent_execution": "native_agent",
  "agent_runtime": "claude-code",
  "agent_runtime_version": "2.1.300 (Claude Code)",
  "tool_transport": "mcp-assigned-vm",
  "platform": "linux",
  "reasoning": "low",
  "service_tier": null,
  "resources": {
    "cpus": 2,
    "memory_mib": 4096,
    "disk_mib": 32768
  },
  "native_tool_calls": 21,
  "native_bundle": null,
  "architecture": null,
  "backend": "hyperv",
  "platform_details": {
    "backend": "hyperv",
    "os": "linux"
  },
  "platform_conflicts": null,
  "sandbox_source": null,
  "source_pin": {
    "commit": "f877f789e7b4979e62e5cbe221bfb29ebb86d1bd",
    "url": "https://github.com/mcp-use/mcp-use"
  },
  "purpose": "initial",
  "profile": {
    "model": "claude-haiku-5-5",
    "reasoning": "low"
  },
  "fault": {
    "owner": null,
    "status": "resolved",
    "reason": null
  },
  "fix_id": null,
  "verifies_run_id": null,
  "hosting": "local",
  "operation_scope": "remote hosted MCP initialize + tools/list",
  "tool_calls": 21,
  "guest_setup": null,
  "runtime": null,
  "runtime_version": null,
  "runtime_revision": null,
  "source_revision": null,
  "evidence_version": null,
  "failure_origin": null,
  "evidence_strength": "readme_checked",
  "works": "yes",
  "install_s": null,
  "first_use_s": null,
  "mcp": "local",
  "needs": [],
  "needs_which": null,
  "agent_interface": [
    "mcp"
  ],
  "license": "MIT",
  "repo_url": "https://github.com/mcp-use/mcp-use",
  "cost_to_try": "free",
  "hardware": null,
  "what_failed": null,
  "local_or_hosted": "local",
  "cycle_checks": [
    {
      "kind": "cycle",
      "claim": "Scheduled or looping main behavior",
      "source": "repository entry points",
      "input": "source inspection",
      "expected": "identify the product trigger",
      "verdict": "yes",
      "outcome": "Entry points inspected: packages/cli, packages/server, packages/client and packages/tunnel. Grep for cron, setInterval, --once and --now found only UI or polling timers (views-plugin, useMcp-helpers, popup, ToolResultDisplay, PromptResultDisplay, useChatHistory, manufact-auth, tunnel index). No scheduler or product cycle exists; the product runs on demand via npm run dev (HTTP server) and npx mcp-use client commands.",
      "evidence": "Entry points inspected: packages/cli, packages/server, packages/client and packages/tunnel. Grep for cron, setInterval, --once and --now found only UI or polling timers (views-plugin, useMcp-helpers, popup, ToolResultDisplay, PromptResultDisplay, useChatHistory, manufact-auth, tunnel index). No scheduler or product cycle exists; the product runs on demand via npm run dev (HTTP server) and npx mcp-use client commands.",
      "command": ""
    }
  ],
  "claims": [
    {
      "kind": "claim",
      "claim": "Start development mode serves the MCP endpoint at localhost:3000/mcp and a tool call returns the requested city's weather",
      "source": "Start development mode to serve the MCP endpoint at [`http://localhost:3000/mcp`](http://localhost:3000/mcp). The Inspector is automatically available at [`http://localhost:3000/mcp/inspector`](http://localhost:3000/mcp/inspector):",
      "input": "{\"tool\": \"fetch-weather\", \"arguments\": {\"city\": \"Tokyo\"}}",
      "expected": "sunny weather result for Tokyo",
      "command": "npm run dev tools/call {\"tool\": \"fetch-weather\", \"arguments\": {\"city\": \"Tokyo\"}}",
      "verdict": "yes",
      "outcome": "Real input produced the expected result: sunny",
      "evidence": "sunny\\\",\\\"temperature\\\":\\\"22\u00b0C\\\"}\"}], \"structuredContent\": {\"city\": \"Tokyo\", \"conditions\": \"sunny\", \"temperature\": \"22\u00b0C\"}}",
      "source_checked": true,
      "source_file": "README.md"
    },
    {
      "kind": "claim",
      "claim": "Create the production build runs and reports the built entry",
      "source": "Create the production build:",
      "input": "npm run build",
      "expected": "build output names the built index.ts entry",
      "command": "npm run build",
      "verdict": "yes",
      "outcome": "Real input produced the expected result: built index.ts",
      "evidence": "built index.ts \u2192 .mcp-use/build/index.js (754ms)\n",
      "returncode": 0,
      "source_checked": true,
      "source_file": "README.md"
    }
  ],
  "claims_note": null,
  "example_checks": [
    {
      "kind": "example",
      "claim": "Scaffold a new project with the quickstart tool and list its templates",
      "source": "README.md Start with code (npx -y create-mcp-use-app@latest)",
      "input": "--list-templates",
      "command": "npx -y create-mcp-use-app@latest --list-templates",
      "evidence": "\u2550\u255d  \u001b[0m\n\u001b[1;37m \u2588\u2588\u2551 \u255a\u2550\u255d \u2588\u2588\u2551  \u255a\u2588\u2588\u2588\u2588\u2588\u2588\u2557  \u2588\u2588\u2551             \u255a\u2588\u2588\u2588\u2588\u2588\u2588\u2554\u255d  \u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2551  \u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2557\u001b[0m\n\u001b[1;37m \u255a\u2550\u255d     \u255a\u2550\u255d   \u255a\u2550\u2550\u2550\u2550\u2550\u255d  \u255a\u2550\u255d              \u255a\u2550\u2550\u2550\u2550\u2550\u255d   \u255a\u2550\u2550\u2550\u2550\u2550\u2550\u255d  \u255a\u2550\u2550\u2550\u2550\u2550\u2550\u255d\u001b[0m\n\n\u001b[90m\u001b[1m by Manufact\u001b[0m\u001b[0m\n\n\u001b[1mAvailable Templates:\u001b[0m\n\n\u001b[36m  blank          \u001b[0m \u001b[90ma minimal mcp-use server with no tools registered, ready to add your own\u001b[0m\n\u001b[36m  mcp-apps       \u001b[0m \u001b[90man mcp-use server with React views for MCP Apps\u001b[0m\n\u001b[36m  mcp-server     \u001b[0m \u001b[90man mcp-use server with example tools and zod validated input\u001b[0m\n\n\u001b[90m\ud83d\udca1 Use with: npx create-mcp-use-app my-project --template <template>\u001b[0m",
      "deferred": false,
      "expected": "lists the blank, mcp-apps and mcp-server templates",
      "returncode": 0,
      "verdict": "yes",
      "outcome": "command completed successfully"
    },
    {
      "kind": "example",
      "claim": "Repository offline test suite for the server package passes",
      "source": "libraries/typescript/README.md Development Setup",
      "input": "pnpm test in libraries/typescript/packages/server",
      "command": "pnpm test",
      "evidence": "sal\n\u001b[22m\u001b[39mAn update to Root inside a test was not wrapped in act(...).\n\nWhen testing, code that causes React state updates should be wrapped into act(...):\n\nact(() => {\n  /* fire events that update state */\n});\n/* assert on the output */\n\nThis ensures that you're testing the behavior the user would see in the browser. Learn more at https://react.dev/link/wrap-tests-with-act\n\n\u001b[90mstderr\u001b[2m | tests/tanstack-start-vite.test.ts\u001b[2m > \u001b[22m\u001b[2mdecodes embedded assets only on the first GET and keeps response bodies independent\n\u001b[22m\u001b[39m[mcp-use] View \"card\" is registered but no tool binds it.",
      "deferred": false,
      "expected": "all server tests pass",
      "returncode": 0,
      "verdict": "yes",
      "outcome": "command completed successfully"
    }
  ],
  "does_what_it_says": "yes",
  "maintenance": {
    "last_commit_at": "2026-10-21T18:57:26Z",
    "commits_90d": 327,
    "merged_prs_90d": 459,
    "open_issues": 25,
    "open_prs": 67,
    "reply_share": 0.0,
    "reply_threads": 16,
    "median_reply_hours": null,
    "last_release_at": "2026-10-21T18:53:04Z",
    "archived": false,
    "verdict": "slow",
    "note": "slow: last commit 1 days ago; 327 commits and 459 merged PRs in 90 days; 25 open issues, 67 open PRs; 0 of 16 recent threads got a maintainer reply; latest release 2026-10-21"
  },
  "maintenance_verdict": "slow",
  "maintenance_note": "slow: last commit 1 days ago; 327 commits and 459 merged PRs in 90 days; 25 open issues, 67 open PRs; 0 of 16 recent threads got a maintainer reply; latest release 2026-10-21",
  "maintained": "active",
  "maintained_note": "last commit 1 days ago; 4 open issues, 1 answered or closed",
  "last_commit_at": "2026-10-22T00:22:30Z",
  "last_release_at": "2026-10-21T18:53:04Z",
  "open_issues": 4,
  "answered_issues": 1,
  "platforms_claimed": [
    "linux"
  ],
  "topic": "mcp-server",
  "agent_interfaces": [
    {
      "interface": "mcp",
      "evidence": "independent checker",
      "observed": true,
      "operation_checked": true
    }
  ],
  "agent_interfaces_note": "README metadata is a discovery hint, not pinned documentation proof. Observed interfaces were exercised in this run. An empty list means unknown.",
  "mcp_context": {
    "tool_count": 1,
    "schema_bytes": 549,
    "tokens_approx": 138,
    "estimate_method": "ceil(compact UTF-8 tools/list JSON bytes / 4)",
    "scope": "returned tools/list page only; excludes client framing and tool results"
  },
  "tested_at": "2026-10-23T15:09:35.968911+00:00",
  "tested_commit": "f877f789e7b4979e62e5cbe221bfb29ebb86d1bd",
  "tested_with": {
    "agent": "claude-code",
    "agent_version": "2.1.300 (Claude Code)",
    "model": "claude-haiku-5-5",
    "model_route": "claude-haiku-5-5",
    "reasoning": "low",
    "os": "linux",
    "backend": "hyperv",
    "transport": "mcp-assigned-vm"
  },
  "setup_identity": {
    "repo": "mcp-use/mcp-use",
    "source": "https://github.com/mcp-use/mcp-use",
    "commit": "f877f789e7b4979e62e5cbe221bfb29ebb86d1bd",
    "source_revision": null,
    "os": "linux",
    "architecture": null,
    "backend": "hyperv",
    "model": "claude-haiku-5-5",
    "model_version": "claude-haiku-5-5",
    "agent_execution": "native_agent",
    "agent_runtime": "claude-code",
    "agent_runtime_version": "2.1.300 (Claude Code)",
    "tool_transport": "mcp-assigned-vm",
    "runtime": null,
    "runtime_version": null,
    "runtime_revision": null,
    "sandbox_source": null,
    "guest_setup": null,
    "source_pin": {
      "commit": "f877f789e7b4979e62e5cbe221bfb29ebb86d1bd",
      "url": "https://github.com/mcp-use/mcp-use"
    },
    "platform_details": {
      "os": "linux",
      "backend": "hyperv"
    },
    "platform_conflicts": null,
    "reasoning": "low",
    "service_tier": null,
    "resources": {
      "cpus": 2,
      "memory_mib": 4096,
      "disk_mib": 32768
    },
    "operation": "Scaffold an mcp-use MCP server with the README quickstart, run the dev server, and call its fetch-weather tool over MCP HTTP",
    "operation_scope": "remote hosted MCP initialize + tools/list",
    "hosting": "local",
    "kind": "mcp",
    "test_version": "readme-bdc1b9b3c0d2673aef87e076d14084a8123ddcf09d520c1ee2e364a37c3f4bb9",
    "evidence_version": null
  },
  "other_model": null,
  "other_run_id": null,
  "models_agree": null,
  "furthest_model": null,
  "transcript_url": null,
  "report_url": "/reports/mcp-use--mcp-use-claude-haiku-5-5-1792767269192623503.json"
}
