mcp-server-singlestore VS github-mcp-server

Clone the GitHub Repository: The SingleStore MCP server is open source and available on GitHub. The repository includes an installer and the MCP server code, enabling seamless integration.

Get SingleStore MCP Server.

Model Context Protocol (MCP) appears to be gaining traction since its release in 2024. SingleStore recently released an official MCP Server and this article will show how to install, configure and run this from the CLI using a freely available tool called MCPHost.

git clone https://github.com/singlestore-labs/mcp-server-singlestore.git cd mcp-server-singlestore # Install dependencies pip install -e .

GitHub's official MCP Server: github/github-mcp-server

4. The GitHub MCP

Option 1: GitHub's Official MCP Server (Recommended) GitHub has released their official MCP server which is currently in public preview.

There are MCP Servers that give access to git repo information to any LLM supporting MCP Servers.

For example:

>The GitHub MCP Server connects AI tools directly to GitHub's platform. This gives AI agents, assistants, and chatbots the ability to read repositories and code files, manage issues and PRs, analyze code, and automate workflows. All through natural language interactions.

source: https://github.com/github/github-mcp-server

Definition of each available tool with a description of what it does, description of each argument, and other relevant information. As an example, this is a snippet that will be sent to the model in case we are using GitHub's MCP server. Emphasis on the part that this is a snippet; the tool definition goes on and on.

Owner: GitHub (by Anthropic) Stars: 17.1k | Forks: 1.3k GitHub: github-mcp-server

I built (upon https://github.com/github/github-mcp-server/) a MCP (Model Context Protocol) server that integrates with VS Code's Copilot in Agent mode using SSE and GitHub APIs.

No client-side setup required — just add a .vscode/mcp.json config pointing to the server.

instructions: http://13.39.253.143

GitHub has released a new open-source Model Context Protocol (MCP) server as part of its latest GitHub Copilot update . Announced in April 2025, the release marks GitHub’s first implementation of the MCP standard developed by Anthropic. The new server is a complete rewrite in Go, preserving “100% of the old server’s functionality” while adding improvements like customizable tool descriptions, integrated code scanning, and a new get_me function for natural language queries e.g. “show me my private repos”.

- workflows/{WorkflowName}/cancel – Terminate workflow

We’ve also implemented Temporal for durable execution [6], so agent workflows can be paused, resumed and retried in production settings.

This demo [7] shows Claude invoking an MCP agent server, running workflows when appropriate, and polling for status. It basically shows agentic behavior on both the MCP client and MCP server side.

We're excited about the potential this unlocks—especially as more applications become MCP-compatible clients. We'd love your feedback and ideas!

[1] - https://news.ycombinator.com/item?id=42867050

[2] - https://github.com/lastmile-ai/mcp-agent

[3] - https://www.anthropic.com/research/building-effective-agents

[4] - https://github.com/github/github-mcp-server

[5] - https://github.com/lastmile-ai/mcp-agent/tree/main/examples/...

[6] - https://github.com/lastmile-ai/mcp-agent/tree/main/examples/...

[7] - https://github.com/user-attachments/assets/f651af86-222d-4df... [DEMO]