"Iterative Code Development and Analysis Guidelines" matching MCP servers:

• Code Analysis MCP Server

  saiprashanths

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  The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.

  Last updated 2025-02-08

  4

  27

• MCP Code Analysis & Quality

  cbunting99

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  Provides comprehensive code analysis through three MCP servers: static analysis for code quality and security, dependency analysis for package management and vulnerabilities, and complexity analysis for maintainability assessment across multiple programming languages.

  Last updated 2026-01-07

  1

  MIT

• code-analysis-mcp-server

  intelops

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  A modular MCP server for code analysis using ast-grep, enabling structural pattern matching and transformations across multiple languages.

  Last updated 2026-03-16

  MIT

• Development Tools MCP Server

  code-alchemist01

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  Provides comprehensive code analysis (quality, complexity, linting, dependencies, security) and web scraping capabilities (static/dynamic content, API discovery) for development workflows.

  Last updated 2025-11-15

  42

  1

  1

  MIT

• mcp-ai-agent-guidelines

  Anselmoo

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  A TypeScript ESM MCP server exposing 20 public instruction tools and 7 utility tools, backed by 102 internal skills across 18 domain families — from requirements discovery and code quality through governance, resilience, and physics-inspired analysis.

  Last updated 2026-06-12

  523

  6

  MIT

• Code Analysis MCP Server

  zeocax

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  A modular MCP server that provides tools for file operations, regex-based code searching, and structural analysis of functions and classes across multiple programming languages. It also includes AI-powered features for intelligently updating files according to architectural changes.

  Last updated 2025-07-29

• AI Development Guidelines MCP

  anip1805-dotcom

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  Provides AI agents with professional coding standards, development best practices, and context-aware guidance through static documentation and AI-powered custom recommendations. Enables agents to access comprehensive development guidelines including coding rules, debugging techniques, and AI steering instructions.

  Last updated 2025-10-27
• 

  next2d-development-mcpofficial

  Next2D

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  MCP server for Next2D application development that generates code following MVVM + Clean Architecture + Atomic Design patterns, validates architecture, and provides API references.

  Last updated 2026-06-03

  251

  MIT

• Vibe Preprocessing and

  mudit14224

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  Enables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.

  Last updated 2025-04-20

  3

• Hong Kong Government

  hkopenai

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  Provides access to government development, geography and land information data through a FastMCP interface, including data on new building plans processed by the Building Authority.

  Last updated 2025-07-18

  1

• Karpathy Guidelines MCP Server

  Yangleduo00337788

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  Provides code review and guideline loading based on Andrej Karpathy's coding principles, helping LLMs avoid common pitfalls like over-engineering and unnecessary changes.

  Last updated 2026-06-04

• DEM Terrain Analysis

  ava11235

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  AI-powered terrain analysis for any location on Earth. Uses super-resolution and computes environmental risk metrics including erosion, water flow, and a composite Site Intelligence Score.

  Last updated 2026-05-26

  4

  3

  MIT

• secoda-analysis-mcp

  mbrummerstedt

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  A read-only MCP server for exploring and analyzing a Secoda data catalog, enabling AI chat, semantic search, glossary browsing, and data lineage tracing.

  Last updated 2026-04-09

  12

  Apache 2.0

• yt-analysis-mcp

  Legorobotdude

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  Enables analysis of YouTube videos using the Gemini API to generate summaries and answer specific questions via direct URLs. It supports standard videos and shorts, allowing users to interact with video content without requiring manual downloads.

  Last updated 2026-01-21

  5

  2

• Audio Analysis MCP Server

  zachswift615

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  Enables AI models to analyze audio files through numerical fingerprints, pitch tracking, and visual spectrograms without requiring direct audio playback. It provides tools for comparing audio iterations and detecting patterns using token-efficient analysis operations.

  Last updated 2025-12-11

  1

• Artificial Analysis MCP Server

  davidhariri

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  Provides access to real-time LLM pricing, speed metrics, and performance benchmarks for over 300 models from Artificial Analysis. It enables users to list, filter, and compare models based on costs, tokens per second, and intelligence indices.

  Last updated 2026-01-13

  2

  22

  4

  MIT

• FastMCP Development Assistant

  kongyo2

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  Provides comprehensive development tools for FastMCP projects including documentation access, NPM package version management, and TypeScript type definitions retrieval. Enables developers to fetch FastMCP documentation, analyze NPM packages, and access MCP architecture information through natural language.

  Last updated 2025-08-28

  6

• AI Development Pipeline MCP

  theburgerllc

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  A Model Context Protocol server that enables seamless integration between Claude AI and development tools like VSCode, Augment, Vercel, Airtable, and Square.

  Last updated 2025-06-06

  7

  MIT

• Web Analysis MCP

  himly0302

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  Enables intelligent web searching using SearXNG with content crawling via Creeper, then summarizes webpage content using LLM to avoid token limit issues. Supports smart filtering with domain blacklist/whitelist and optional LLM-based relevance filtering.

  Last updated 2026-01-29

  1

• mcp-audio-analysis

  hugohow

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  MCP to analyse local audio file.

  Last updated 2025-08-12

  8

  25

  MIT