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Soxoa Automation Planner

R0· no sign-in

Estimate illustrative automation ROI and rank recurring workflows to automate. Read-only, no auth.

v1.0.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality80good
Trust82of 100
Uptime, 30 days97%
Latency p50970 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "automation-planning": {
      "type": "http",
      "url": "https://soxoa.com/mcp"
    }
  }
}
claude mcp add --transport http automation-planning https://soxoa.com/mcp
[mcp_servers.automation-planning]
url = "https://soxoa.com/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "automation-planning": {
      "type": "remote",
      "url": "https://soxoa.com/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "automation-planning": {
      "type": "http",
      "url": "https://soxoa.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=automation-planning&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vc294b2EuY29tL21jcCJ9"
}
{
  "servers": {
    "automation-planning": {
      "type": "http",
      "url": "https://soxoa.com/mcp"
    }
  }
}
{
  "mcpServers": {
    "automation-planning": {
      "httpUrl": "https://soxoa.com/mcp"
    }
  }
}
extensions:
  "automation-planning":
    enabled: true
    name: "automation-planning"
    type: streamable_http
    uri: "https://soxoa.com/mcp"
    timeout: 300

Quality 80 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations2 of 2 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 822 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability50 · weight 15
  • pass
    stability.changes4 tool changes in 30 days
  • fail
    stability.rug_pull4 tools kept their name but changed most of their description in 30 days; review before trusting them
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

2 tools, about 822 tokens to load them all · tool set ad8129c92f94 · tools last changed 2026-10-19 · checked 2026-10-20 20:46 UTC

Tool changes

  • prioritize_automation_workflowschangeddescription, annotationsmeaning changed
    before

    Rank 1–12 user-described workflows by value, predictability, judgment, sensitivity, and integration complexity, then recommend automate, assist, or discovery. Each workflow requires caller-supplied weekly hours, predictability, judgment required, error cost, data sensitivity, and system count. Ask for missing facts rather than inventing values.

    after · 44% of words in common

    Ranks 1 to 12 caller-described workflows by value, predictability, judgment, data sensitivity and integration complexity, and labels each automate, assist or discovery. Each workflow requires a name, weekly hours, predictability, judgment required, error cost, data sensitivity and system count. Returns each workflow's score, recommendation, human-review flag and rationale, plus a recommended first workflow and guardrails. It does not connect to or change any system.

  • estimate_automation_roichangeddescription, input schema, annotationsmeaning changed
    before

    Estimate reclaimable team capacity and illustrative payback from user-supplied workload assumptions. Omit unsupplied optional inputs: the server defaults to 60% automatable share and 48 working weeks. Ask for missing people, weekly hours per person, or loaded hourly cost; do not invent assumptions. Use for operational planning, not guaranteed savings or financial advice.

    after · 45% of words in common

    Estimates reclaimable team capacity and an illustrative payback period from caller-supplied workload figures. Requires people, weekly hours per person and loaded hourly cost; when automatable share or working weeks are omitted, the server uses 60% and 48. Payback is calculated only when an implementation cost is supplied. Returns weekly and annual hours reclaimed, annual capacity value, payback months, the assumptions used and a recommended next step. Results are planning estimates, not guaranteed savings or financial advice.

  • prioritize_automation_workflowschangeddescription, input schemameaning changed
    before

    Rank 1–12 user-described workflows by value, predictability, judgment, sensitivity, and integration complexity, then recommend automate, assist, or discovery.

    after · 49% of words in common

    Rank 1–12 user-described workflows by value, predictability, judgment, sensitivity, and integration complexity, then recommend automate, assist, or discovery. Each workflow requires caller-supplied weekly hours, predictability, judgment required, error cost, data sensitivity, and system count. Ask for missing facts rather than inventing values.

  • estimate_automation_roichangeddescription, input schemameaning changed
    before

    Estimate reclaimable team capacity and illustrative payback from user-supplied workload assumptions. Use for operational planning, not guaranteed savings or financial advice.

    after · 46% of words in common

    Estimate reclaimable team capacity and illustrative payback from user-supplied workload assumptions. Omit unsupplied optional inputs: the server defaults to 60% automatable share and 48 working weeks. Ask for missing people, weekly hours per person, or loaded hourly cost; do not invent assumptions. Use for operational planning, not guaranteed savings or financial advice.

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 82 / 100

no-repository
provenance55
liveness99
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-97% +updated-29d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://soxoa.com/mcp streamable-httpnoneyes97%970 ms2025-11-252026-10-20

Tools (2)

estimate_automation_roiread-onlyEstimates reclaimable team capacity and an illustrative payback period from caller-supplied workload figures. Requires people, weekly hours per person and loaded hourly cost; when automatable share or working weeks are omitted, the server uses 60% and 48. Payback is calculated only when an implementation cost is supplied. Returns weekly and annual hours reclaimed, annual capacity value, payback months, the assumptions used and a recommended next step. Results are planning estimates, not guaranteed savings or financial advice.
prioritize_automation_workflowsread-onlyRanks 1 to 12 caller-described workflows by value, predictability, judgment, data sensitivity and integration complexity, and labels each automate, assist or discovery. Each workflow requires a name, weekly hours, predictability, judgment required, error cost, data sensitivity and system count. Returns each workflow's score, recommendation, human-review flag and rationale, plus a recommended first workflow and guardrails. It does not connect to or change any system.

Schemas: list_tools.

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Official server.json
{
  "name": "com.soxoa/automation-planning",
  "title": "Soxoa Automation Planner",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://soxoa.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://soxoa.com/mcp-guide",
  "description": "Estimate illustrative automation ROI and rank recurring workflows to automate. Read-only, no auth."
}