Koskamo

MCP Automations

A production-grade Model Context Protocol server providing four typed tools: summarize_url, repurpose_content, daily_digest, and find_competitors. It supports both local stdio and remote HTTP transports, includes cost telemetry, and integrates with Claude Desktop.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

MCP Automations logo, by wzltmpCommunity listingStreamable HTTPNo sign-inEndpoint checked 2026-11-07Published by wzltmp
MCP endpoint (Streamable HTTP)
https://mcp-automations.fly.dev/mcp
Vendor documentation

What its tools do

4 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

Not annotated (4)

4 of 4 have a description · 0 of 4 declare behavior hints · 0 of 4 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Summarize web pages into bullet points
  • Repurpose long-form text into social media posts
  • Generate daily news digests with citations
  • Identify competitors for a given domain

Source and maintenance

Community listingRegistry 0.1.0
mcp-registry: io.github.wzltmp/mcp-automations@0.1.0Source repositoryProject website
Maintenance checked

Protocol and capabilities

Server
mcp-automations 1.27.1
MCP protocol negotiated in check
2025-11-25
Tools
4 advertised
Resources
1 advertised
Resource templates
0 advertised
Prompts
1 advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": false
  },
  "prompts": {
    "listChanged": false
  },
  "resources": {
    "subscribe": false,
    "listChanged": false
  },
  "experimental": {}
}

Tools

4 advertised

summarize_url
Advertised by the server during the last successful anonymous check.

Fetch a URL, extract clean article text, and return an N-bullet summary.

summarize_url input schema
{
  "type": "object",
  "title": "summarize_urlArguments",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "title": "Url"
    },
    "n_bullets": {
      "type": "integer",
      "title": "N Bullets",
      "default": 5
    }
  }
}
summarize_url output schema
{
  "type": "object",
  "$defs": {
    "Cost": {
      "type": "object",
      "title": "Cost",
      "required": [
        "model"
      ],
      "properties": {
        "usd": {
          "type": "number",
          "title": "Usd",
          "default": 0
        },
        "model": {
          "type": "string",
          "title": "Model"
        },
        "input_tokens": {
          "type": "integer",
          "title": "Input Tokens",
          "default": 0
        },
        "output_tokens": {
          "type": "integer",
          "title": "Output Tokens",
          "default": 0
        }
      },
      "description": "Per-call cost telemetry attached to every tool response."
    }
  },
  "title": "SummaryResponse",
  "required": [
    "url",
    "n_bullets",
    "summary",
    "cost"
  ],
  "properties": {
    "url": {
      "type": "string",
      "title": "Url"
    },
    "cost": {
      "$ref": "#/$defs/Cost"
    },
    "summary": {
      "type": "string",
      "title": "Summary"
    },
    "n_bullets": {
      "type": "integer",
      "title": "N Bullets"
    }
  }
}
repurpose_content
Advertised by the server during the last successful anonymous check.

Repurpose long-form text into ``twitter_thread``, ``linkedin_post``, or ``newsletter``.

repurpose_content input schema
{
  "type": "object",
  "title": "repurpose_contentArguments",
  "required": [
    "text"
  ],
  "properties": {
    "text": {
      "type": "string",
      "title": "Text"
    },
    "format": {
      "type": "string",
      "title": "Format",
      "default": "twitter_thread"
    }
  }
}
repurpose_content output schema
{
  "type": "object",
  "$defs": {
    "Cost": {
      "type": "object",
      "title": "Cost",
      "required": [
        "model"
      ],
      "properties": {
        "usd": {
          "type": "number",
          "title": "Usd",
          "default": 0
        },
        "model": {
          "type": "string",
          "title": "Model"
        },
        "input_tokens": {
          "type": "integer",
          "title": "Input Tokens",
          "default": 0
        },
        "output_tokens": {
          "type": "integer",
          "title": "Output Tokens",
          "default": 0
        }
      },
      "description": "Per-call cost telemetry attached to every tool response."
    }
  },
  "title": "RepurposedContent",
  "required": [
    "format",
    "content",
    "word_count",
    "cost"
  ],
  "properties": {
    "cost": {
      "$ref": "#/$defs/Cost"
    },
    "format": {
      "type": "string",
      "title": "Format",
      "description": "twitter_thread, linkedin_post, or newsletter"
    },
    "content": {
      "type": "string",
      "title": "Content"
    },
    "word_count": {
      "type": "integer",
      "title": "Word Count"
    }
  }
}
daily_digest
Advertised by the server during the last successful anonymous check.

Search the web for recent news on ``topic`` and return a digest with citations.

daily_digest input schema
{
  "type": "object",
  "title": "daily_digestArguments",
  "required": [
    "topic"
  ],
  "properties": {
    "topic": {
      "type": "string",
      "title": "Topic"
    },
    "n_results": {
      "type": "integer",
      "title": "N Results",
      "default": 5
    }
  }
}
daily_digest output schema
{
  "type": "object",
  "$defs": {
    "Cost": {
      "type": "object",
      "title": "Cost",
      "required": [
        "model"
      ],
      "properties": {
        "usd": {
          "type": "number",
          "title": "Usd",
          "default": 0
        },
        "model": {
          "type": "string",
          "title": "Model"
        },
        "input_tokens": {
          "type": "integer",
          "title": "Input Tokens",
          "default": 0
        },
        "output_tokens": {
          "type": "integer",
          "title": "Output Tokens",
          "default": 0
        }
      },
      "description": "Per-call cost telemetry attached to every tool response."
    },
    "DigestItem": {
      "type": "object",
      "title": "DigestItem",
      "required": [
        "title",
        "url",
        "snippet"
      ],
      "properties": {
        "url": {
          "type": "string",
          "title": "Url"
        },
        "title": {
          "type": "string",
          "title": "Title"
        },
        "snippet": {
          "type": "string",
          "title": "Snippet"
        }
      }
    }
  },
  "title": "DigestResponse",
  "required": [
    "topic",
    "items",
    "summary",
    "cost"
  ],
  "properties": {
    "cost": {
      "$ref": "#/$defs/Cost"
    },
    "items": {
      "type": "array",
      "items": {
        "$ref": "#/$defs/DigestItem"
      },
      "title": "Items"
    },
    "topic": {
      "type": "string",
      "title": "Topic"
    },
    "summary": {
      "type": "string",
      "title": "Summary"
    }
  }
}
find_competitors
Advertised by the server during the last successful anonymous check.

Identify ``n`` plausible competitors for a company at ``domain`` (e.g., 'stripe.com').

find_competitors input schema
{
  "type": "object",
  "title": "find_competitorsArguments",
  "required": [
    "domain"
  ],
  "properties": {
    "n": {
      "type": "integer",
      "title": "N",
      "default": 5
    },
    "domain": {
      "type": "string",
      "title": "Domain"
    }
  }
}
find_competitors output schema
{
  "type": "object",
  "$defs": {
    "Cost": {
      "type": "object",
      "title": "Cost",
      "required": [
        "model"
      ],
      "properties": {
        "usd": {
          "type": "number",
          "title": "Usd",
          "default": 0
        },
        "model": {
          "type": "string",
          "title": "Model"
        },
        "input_tokens": {
          "type": "integer",
          "title": "Input Tokens",
          "default": 0
        },
        "output_tokens": {
          "type": "integer",
          "title": "Output Tokens",
          "default": 0
        }
      },
      "description": "Per-call cost telemetry attached to every tool response."
    },
    "Competitor": {
      "type": "object",
      "title": "Competitor",
      "required": [
        "name",
        "url",
        "rationale"
      ],
      "properties": {
        "url": {
          "type": "string",
          "title": "Url"
        },
        "name": {
          "type": "string",
          "title": "Name"
        },
        "rationale": {
          "type": "string",
          "title": "Rationale",
          "description": "Why this is plausibly a competitor"
        }
      }
    }
  },
  "title": "CompetitorsResponse",
  "required": [
    "domain",
    "competitors",
    "cost"
  ],
  "properties": {
    "cost": {
      "$ref": "#/$defs/Cost"
    },
    "domain": {
      "type": "string",
      "title": "Domain"
    },
    "competitors": {
      "type": "array",
      "items": {
        "$ref": "#/$defs/Competitor"
      },
      "title": "Competitors"
    }
  }
}

Prompts

1 advertised

daily_brief

Advertised by the server during the last successful anonymous check.

A composable prompt that chains daily_digest + repurpose_content into a morning email draft.

topic
No description

Resources

1 advertised

tool_catalog

Advertised by the server during the last successful anonymous check.

A JSON catalog of every tool this server exposes, with example invocations.

tool_catalog URI
automations://catalog

MIME type: text/plain

90-day uptime

A lightweight connection check about every six hours, sampled on hosts with many listings. It shows the server answered, not that its tools work.

Too few checks for a percentage yet (1 of 1 answered).

  1. 2026-11-07: 1 of 1 checks answered

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
814 ms
95th percentile latency
814 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 814 ms · metadata changed · 4 tool(s), 1 resource(s), 0 resource template(s), 1 prompt(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http mcp-automations https://mcp-automations.fly.dev/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add mcp-automations --url https://mcp-automations.fly.dev/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable mcp-automations in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "mcp-automations": {
      "url": "https://mcp-automations.fly.dev/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "mcp-automations": {
      "type": "streamableHttp",
      "url": "https://mcp-automations.fly.dev/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start mcp-automations and inspect its tools.
VS Code configuration
{
  "servers": {
    "mcp-automations": {
      "type": "http",
      "url": "https://mcp-automations.fly.dev/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http mcp-automations https://mcp-automations.fly.dev/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.
Claude Desktop configuration
https://mcp-automations.fly.dev/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "mcp-automations": {
      "serverUrl": "https://mcp-automations.fly.dev/mcp"
    }
  }
}

Let your agent find its tools

Find servers like MCP Automations from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.

Connect Koskamo Explore workflows
See all 6,121