---
name: review-sql-server-execution-plans-through-an-mcp-co-5ad7fc7c7d04
slug: "review-sql-server-execution-plans-through-an-mcp-compatible-analysis-workflow-with-performance-studio"
description: "Use Performance Studio when an MCP-compatible agent needs to parse SQL Server .sqlplan files, surface performance warnings, inspect missing-index suggestions, and turn execution-plan evidence into a reviewable tuning workflow."
github_stars: 175
verification: "security_reviewed"
source: "https://github.com/erikdarlingdata/PerformanceStudio"
author: "Erik Darling Data"
publisher_type: "company"
category: "Runbooks & Diagnostics"
framework: "MCP"
tool_ecosystem:
  github_repo: "erikdarlingdata/PerformanceStudio"
  github_stars: 175
---

# Review SQL Server execution plans through an MCP-compatible analysis workflow with Performance Studio

Use Performance Studio when an MCP-compatible agent needs to parse SQL Server .sqlplan files, surface performance warnings, inspect missing-index suggestions, and turn execution-plan evidence into a reviewable tuning workflow.

## Prerequisites

Performance Studio via its built-in MCP server or CLI, plus SQL Server execution plan files or a reachable SQL Server environment.

## Installation

Use the upstream install or setup path that matches your environment:
- git clone https://github.com/erikdarlingdata/PerformanceStudio.git
- docker run -e "ACCEPT_EULA=Y" -e "MSSQL_SA_PASSWORD=YourPassword123" \

Requirements and caveats from upstream:
- Each warning includes severity (Info, Warning, or Critical), the operator node ID, and enough context to act on immediately.
- Docker (optional — macOS/Linux users can run SQL Server locally via Docker)
- [Critical] Parallelism (Node 0): Estimated 1 rows, actual 2,889 (2889x underestimated).

Basic usage or getting-started notes:
- **Missing indexes** — extracts SQL Server's index suggestions with ready-to-run CREATE statements
- [.NET 8 SDK](https://dotnet.microsoft.com/download/dotnet/8.0) (required to build and run)
- SQL Server instance (optional — only needed for live plan capture; file analysis works without one)

- Source: https://github.com/erikdarlingdata/PerformanceStudio
- Extracted from upstream docs: https://raw.githubusercontent.com/erikdarlingdata/PerformanceStudio/HEAD/README.md

## Documentation

- https://github.com/erikdarlingdata/PerformanceStudio

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/review-sql-server-execution-plans-through-an-mcp-compatible-analysis-workflow-with-performance-studio/)


---
Source attribution: agentskillexchange
Original project: https://github.com/agentskillexchange/skills/blob/7964af467fccaf7d68a4b705bb2e26081fbdd3e8/skills/review-sql-server-execution-plans-through-an-mcp-compatible-analysis-workflow-with-performance-studio/SKILL.md
License: MIT
License information: https://opensource.org/license/mit
Original upstream instructions; downloaded from Mega AI Hub.

## Upstream license notice

MIT License

Copyright (c) 2026 Agent Skill Exchange

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.



# Mega AI Hub resource metadata

Creator / publisher: agentskillexchange
Original project: https://github.com/agentskillexchange/skills/blob/7964af467fccaf7d68a4b705bb2e26081fbdd3e8/skills/review-sql-server-execution-plans-through-an-mcp-compatible-analysis-workflow-with-performance-studio/SKILL.md
Attribution basis: Source repository record

Fields of work: Data & Analytics, Development & Engineering
Roles: Backend Developer, Data Analyst, Data Scientist, Database Administrator, ML / AI Engineer
Specialties: Database
Tools: Docker, GitHub
Country applicability: Country not specified
Classification basis: Source catalog labels
Instruction SHA-256: 45a84cc62969db9ab9d395f5fe3aed9d6ec64de763fa90afa4123cefa7bd4d5a