Research

io.github.ilo415Published by GitHub account ilo415v1.1.0Updated Oct 24, 2026

AI research for agents. Company intel, competitor analysis, web scraping, topic dives. Pay via MPP.

VerifiedSTDIODesktop onlyWeb Search & ScrapingBusiness & Commerce

Overview

AI-generated overview

A local MCP server that gives an assistant AI research capabilities such as company intel, competitor analysis, web scraping and topic deep dives, with payment.

What you can do
Run AI research for agents, including company intelligence and competitor analysis on demand. Scrape web content and collect material for topic deep dives. Handle payment for research through MPP using a configured private key.
When to use it
Useful when an assistant needs to gather and synthesize research on companies, competitors or a topic, and when the workflow is expected to pay for that research through MPP.
Requirements
Runs as a local stdio process installed from the npm package ilo415-research-mcp, so Node.js is needed. Requires an MPP private key supplied through the MPP_PRIVATE_KEY environment variable. Desktop only; no web execution.
Before you install
The server asks for a private key via MPP_PRIVATE_KEY, which is a sensitive secret; anyone with it may be able to authorize payments. It performs automated payment processing, so research calls may spend money. It scrapes web content, which may send queries or targets to third parties.

Installation

In SourceWeft

  1. Open Research in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

This repository has no README.

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v1.1.0LatestSep 16, 2026

Score

25% 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 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

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  • Tools listed15 pts

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

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

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

  • License10 pts

    Declare a license in the repository or the registry entry.