company-delta
MCP serverDev toolsLets your agent find material changes at public companies since a given date using primary sources.
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Then ask your AI: use company-delta to get company delta
Details
Available today. Use it as a step in a pipeline you build, or from your connected AI.
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Add it as a step in a pipeline you build on Ahel, or connect Ahel to Claude, ChatGPT, Cursor, Claude Code or Codex and ask your AI to use it.
About this server
Detect material changes in public companies since a specified date using primary sources.
Install company-delta
The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user company-delta 'https://machine-job-fishing-net.onrender.com/company-delta/mcp/'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://machine-job-fishing-net.onrender.com/company-delta/mcp/Add a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=company-delta&config=eyJ1cmwiOiJodHRwczovL21hY2hpbmUtam9iLWZpc2hpbmctbmV0Lm9ucmVuZGVyLmNvbS9jb21wYW55LWRlbHRhL21jcC8ifQ==Open the link and Cursor adds the server at that address.
ChatGPT
https://machine-job-fishing-net.onrender.com/company-delta/mcp/In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add company-delta --url 'https://machine-job-fishing-net.onrender.com/company-delta/mcp/'Run it once, then sign in with codex mcp login company-delta if the server asks for an account.
From the project's README
As published by joachimglassell-ship-it/machine-job-fishing-net in README.md. This repository publishes several servers, so only the opening is shown here.
V0 experiment for machine-callable jobs and agent demand discovery
TSRE MCP server
The service exposes one free MCP tool over the standard Streamable HTTP transport:
- Endpoint:
https://machine-job-fishing-net.onrender.com/mcp/ - Tool:
get_sweden_market_intelligence - Input: none
- Output: the latest structured TSRE Daily Investment Desk from
feeds/tsre_daily.json
The feed includes Swedish equity market regime, breadth, sector rotation, RS20 candidates, Tactical Radar, data-quality information and the original research contract. It is research decision support, not autonomous investment advice, a buy/sell signal, or an order generator.
Connect any MCP client that supports Streamable HTTP to the endpoint above, then list and call the tool. For example, with the official Python SDK:
import asyncio
from mcp import Client
async def main():
async with Client("https://machine-job-fishing-net.onrender.com/mcp/") as client:
tools = await client.list_tools()
result = await client.call_tool("get_sweden_market_intelligence", {})
print(result.structured_content)
asyncio.run(main())
Tools it offers (1)
What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.
get_company_delta
Signals
- Last commit
- Oct 2026
Advanced
- Delivery
- company-delta MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
io-github-joachimglassell-ship-it-company-delta- Source
- github.com/joachimglassell-ship-it/machine-job-fishing-net
- Hosted endpoint
https://machine-job-fishing-net.onrender.com/company-delta/mcp/
github.com/joachimglassell-ship-it/machine-job-fishing-net
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