Context Engine

io.github.shamsundarskPublished by GitHub account shamsundarskv0.1.4Updated Oct 27, 2026

Local-first persistent context memory MCP server for AI coding agents.

VerifiedSTDIODesktop onlyKnowledge & MemoryDeveloper Tools

Overview

AI-generated overview

Local-first persistent context memory MCP server that gives AI coding agents a stored memory of context across sessions.

What you can do
  • Provides persistent context memory for AI coding agents, described as local-first.
  • Lets an assistant keep context available across sessions rather than losing it between runs.
  • Runs as a local process on the user's machine over stdio.
  • No individual tools are listed in the manifest, so specific operations are not documented here.
When to use it
Worth considering when you use an AI coding agent on your own machine and want its context to persist between sessions instead of being rebuilt each time.
Requirements
Runs as a local process over stdio, installed from the npm package @sham-sundar-senthil-kumar/mcp-server, so Node.js and npm are needed. Desktop only; no web execution. No authentication, environment variables or headers are declared.
Before you install
It stores context memory locally, so anything the assistant records may persist on disk and be readable by later sessions; review what gets stored. No credentials, payments or third-party data sharing are indicated in the available information.

Installation

In SourceWeft

  1. Open Context Engine 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

2
  1. v0.1.4LatestOct 21, 2026
  2. v0.1.2Oct 20, 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

    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.