Koskamo

Deduped MCP

An MCP server that allows AI agents to search a catalog of practical use cases for hot GitHub AI repositories, retrieve detailed steps and copy-paste prompts for specific tools, list the hottest AI repos from the last 90 days, and fetch daily AI news briefs.

Visit Deduped AI

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.

Deduped MCP logo, by Deduped AIVendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-01Operated by Deduped AI
MCP endpoint (Streamable HTTP)
https://dedupedai.com/mcp
Vendor documentation

What you can do with it

  • Search Deduped's catalog of practical AI use cases generated from hot GitHub AI repos.
  • Retrieve one use case with who it is for, steps, and a copy-paste agent prompt.
  • List the hottest AI repos on GitHub right now with a plain-English line each.
  • Get today's deduped AI news brief with top stories, category, and short summary.

Source and maintenance

Vendor evidenceRegistry 0.1.1
mcp-registry: com.dedupedai/deduped-mcp@0.1.1Project website

Protocol and capabilities

Server
deduped 0.1.0
MCP protocol
2025-06-18
Tools
4 advertised
Resources
Not advertised
Resource templates
Not advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": false
  }
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

Use search_use_cases to find a practical AI use case for the user's task, then get_use_case for steps and an agent prompt. Link the use case url when you show it.

Tools

4 advertised

search_use_cases
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Search Deduped's catalog of practical AI use cases generated from hot GitHub AI repos. Returns ids, titles, summaries and page urls. Then call get_use_case for steps and an agent prompt.

search_use_cases input schema
{
  "type": "object",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 8,
      "maximum": 25,
      "minimum": 1
    },
    "query": {
      "type": "string",
      "description": "The task, e.g. 'turn PDFs into a searchable knowledge base'"
    },
    "category": {
      "type": "string",
      "description": "Optional category filter, e.g. Research, Content, Software and DevOps"
    }
  }
}
search_use_cases annotations
{
  "readOnlyHint": true,
  "openWorldHint": true
}
get_use_case
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

One use case: who it is for, steps, a copy-paste agent prompt, requirements, risks, caveat and the repo url.

get_use_case input schema
{
  "type": "object",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "description": "Use case id from search_use_cases, e.g. owner-repo--use-case-slug"
    }
  }
}
get_use_case annotations
{
  "readOnlyHint": true,
  "openWorldHint": true
}
hot_repos
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

The hottest AI repos on GitHub right now (last 90 days, best first), with a plain-English line each.

hot_repos input schema
{
  "type": "object",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 50,
      "minimum": 1
    }
  }
}
hot_repos annotations
{
  "readOnlyHint": true,
  "openWorldHint": true
}
today_news
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Today's deduped AI news brief: the top stories, each once, with category and a short summary.

today_news input schema
{
  "type": "object",
  "properties": {}
}
today_news annotations
{
  "readOnlyHint": true,
  "openWorldHint": true
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

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
321 ms
95th percentile latency
321 ms

Maintenance history

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

  • · probe · passed · 321 ms · metadata changed · 4 tool(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 deduped-mcp https://dedupedai.com/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 deduped-mcp --url https://dedupedai.com/mcp

Cursor

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

Cline

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

VS Code

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

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.
Claude Desktop configuration
{
  "mcpServers": {
    "deduped-mcp": {
      "url": "https://dedupedai.com/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": {
    "deduped-mcp": {
      "serverUrl": "https://dedupedai.com/mcp"
    }
  }
}

Let your agent find its tools

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

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