aictrl

io.github.vasparshinPublished by GitHub account vasparshinv1.0.0-beta.1Updated Oct 25, 2026

Governance layer for AI coding agents: knowledge-graph grounding, session audit, policy controls.

The publisher's own server: aictrl

VerifiedStreamable HTTPWeb executableDeveloper ToolsSecurity & Monitoring

Overview

AI-generated overview

A remote governance layer for AI coding agents, offering knowledge-graph grounding, session audit and policy controls through a hosted endpoint.

What you can do
Ground coding-agent work in a knowledge graph so responses draw on structured context rather than guesswork. Audit agent sessions to review what an assistant did. Apply policy controls that govern how the agent operates. The manifest lists no individual tools, so the exact operations are not documented here.
When to use it
Consider it when you run AI coding agents and want oversight: grounding their output in a knowledge graph, keeping an audit trail of sessions, or enforcing policy limits on what they may do.
Requirements
A remote MCP endpoint at aictrl.dev over streamable HTTP; no local package or runtime is needed. An aictrl API key is required, supplied in the X-API-Key header and obtained from the provider's site. Network access to the endpoint is required.
Before you install
The server requires an API key sent in the X-API-Key header; treat it as a secret and keep it out of shared configuration. Session audit and policy features imply that agent activity and session data are sent to a third-party hosted service, so check what is transmitted and how it is retained before use.

Installation

In SourceWeft

  1. Open aictrl in the dashboard and add it to a workspace.
  2. 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/io.github.vasparshin%2Faictrl/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.

{
  "mcpServers": {
    "aictrl": {
      "type": "http",
      "url": "https://aictrl.dev/mcp"
    }
  }
}

README

This repository has no README.

Tools

0
SourceWeft has not read this server's tools yet.

Version history

1
  1. v1.0.0-beta.1LatestSep 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 daysRequired25 pts

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

  • Auth declaredRequired10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • 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.

Other Aictrl integrations

aictrl

dev.aictrlOfficial publisher

Hosted MCP server that gives coding agents project context, backlog tasks, code-review findings and controlled workflow execution on aictrl.dev.

Streamable HTTPWeb executableAuth
Productivity & WorkflowCredential requiredNov 7, 2026