bgts-context-engine

by bgts-ai-org · Databases · ★ 166

bgts-context-engine is an MCP server by bgts-ai-org. Deterministic code-graph context engine for AI coding agents - PostgreSQL + Apache AGE + pgvector, MCP & REST, no LLM in the loop. It has 166 GitHub stars and ranks #111 of 630 in Databases by stars.

Category: Databases
Author: bgts-ai-org
GitHub stars: 166
This week: Tracking since 18 Oct 2026
Language: Python
License: MIT (open source)
Last update: 2026-10-23 (yesterday)
Links: Source

ai-agents
apache-age
ast
code-graph
code-search
codebase-indexing
context-engineering
deterministic
deterministic-ai
developer-tools
llm
mcp
+6 more

How to install bgts-context-engine

Install steps differ per project, so follow the README in the bgts-context-engine repository. Most MCP servers start with a single command (npx -y <package>, uvx <package> or a Docker image) that you add to your client's config. The install guide shows where that goes in Claude Code, Claude Desktop, Cursor and VS Code.

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Frequently asked questions

What is bgts-context-engine?

bgts-context-engine is an MCP server by bgts-ai-org in the Databases category. Deterministic code-graph context engine for AI coding agents - PostgreSQL + Apache AGE + pgvector, MCP & REST, no LLM in the loop. It has 166 GitHub stars and ranks #111 of 630 in Databases by stars.

Is bgts-context-engine free and open source?

Yes. bgts-context-engine is published under the MIT license, so you can run, modify and self-host it at no cost. If it connects to a paid service, that service's own pricing and API terms still apply. Check the repository for the exact license text before using it commercially.

What are the alternatives to bgts-context-engine?

Other Databases projects on MCP Harbor include Chat2DB, dbx, mcp-toolbox. Each alternative links to its own page with stars, license and recent activity. The Databases category ranks all 630 by stars, and you can re-sort it by growth this week.

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Data last updated 25 October 2026. Stars and downloads are refreshed every day from GitHub and npm.