Amdahl

ai.amdahlPublished by amdahl.aiOfficial publisherv2.0.0Updated Nov 5, 2026

Outbound optimization: messages in the sender's voice, and answers from your calls and CRM deals.

VerifiedStreamable HTTPWeb executableBusiness & Commerce

Overview

AI-generated overview

Amdahl is a remote MCP server that helps an assistant draft outbound messages in the sender's voice and answer questions from your calls and CRM deals.

What you can do
  • Draft outbound messages written in the sender's own voice.
  • Answer questions using content from your sales calls and CRM deals.
  • The manifest lists no individual tools, so the exact operations are not documented here; the server is described only as outbound optimization for messaging and deal-based answers.
When to use it
Useful for sales or outreach teams that want an assistant to write follow-ups and prospecting messages that sound like the sender, and to pull context from recorded calls and CRM deals when answering questions.
Requirements
A remote MCP endpoint at app.amdahl.ai over streamable HTTP. OAuth authentication is required; no environment variables or headers are declared. Access to your call recordings and CRM deal data is implied by the described capabilities.
Before you install
Connecting grants the server OAuth access to your account and, by its description, to call and CRM deal data, which may include customer and prospect information. Messages it drafts are outbound communications, so review them before sending. No tool list is published, so what it can read or change cannot be verified in advance.

Installation

In SourceWeft

  1. Open Amdahl in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/ai.amdahl%2Famdahl/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.

{
  "mcpServers": {
    "amdahl": {
      "type": "http",
      "url": "https://app.amdahl.ai/mcp"
    }
  }
}

Tools

0
This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

2
  1. v2.0.0LatestNov 5, 2026
  2. v1.0.0Oct 16, 2026

Score

56% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts

    Publish an icon in the registry entry.

  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.