Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Offline Oracle AWR/ASH report analyzer with DBA tuning advice and a top-3 tuning summary.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"oracle-lite": {
"command": "uvx",
"args": [
"oracle-mcp-lite"
]
}
}
}Run this in your terminal
claude mcp add oracle-lite -- uvx oracle-mcp-litePaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"oracle-lite": {
"command": "uvx",
"args": [
"oracle-mcp-lite"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"oracle-lite": {
"type": "stdio",
"command": "uvx",
"args": [
"oracle-mcp-lite"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 10, 2026
The registry name was verified with the GitHub account bluegemsk, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.1.1) reached the registry 13 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Plures
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Human in the loop for AI agents: ask ID verified people to check a decision before acting.
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Free, offline Oracle AWR / ASH report analyzer for AI assistants (Model Context Protocol server, MIT).
Give Claude, Cursor, Codex or any MCP client an AWR or ASH report (HTML or text, Oracle 10g–23ai, single instance or RAC global) and get back: report type and DB version, average active sessions, load profile, top wait events and top SQL — each with a short, version-aware DBA tuning advice — plus a prioritised top-3 tuning_summary. Runs locally; your reports never leave your machine. No Oracle client or database connection needed.
Full version: PL/SQL code review, DDL summary (missing PKs, unindexed FKs), Data Pump
.dmpinspection and
more — see https://bluegem.sk/oracle-mcp-lite.html
pip install oracle-mcp-lite
oracle-mcp-lite --list-tools
Client config (Claude Desktop / Cursor / Gemini CLI):
{"mcpServers": {"oracle-awr": {"command": "oracle-mcp-lite"}}}
Claude Code: claude mcp add oracle-awr -- oracle-mcp-lite
"Analyze the AWR report at /reports/awr_0900.html and tell me what to fix first."
Example tuning_summary (synthetic report):
1. ARCH wait on SENDREQ (41.7%): Redo shipping to the standby is slow: check network bandwidth/latency to the
standby and the transport mode; ASYNC transport removes it from the commit path.
pip install -e '.[dev]' && pytest && python -m build
Tests use synthetic fixtures only.
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