AWS DevOps automation tool with documentation retrieval and configuration analysis

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AWS DevOps automation tool with documentation retrieval and configuration analysis

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Why this server?
Directly addresses the need to 'analyze... cost leakage before implementing' by providing tools for querying and analyzing AWS Cost Explorer data through natural language.
Serverless MCP
hteek
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security
F
license
-
quality
A serverless implementation of the Model Context Protocol that provides AWS Cost Explorer tools, enabling users to query, analyze, and forecast AWS costs through natural language interactions.
Last updated -
32
2
Why this server?
Enables planning and implementation tasks by using Terraform for AWS infrastructure, while also supporting 'analyze misconfigurations' with security scanning integrated for pre-implementation review.
AWS Terraform MCP Server
stv-io
A
security
F
license
A
quality
A containerized Model Context Protocol server that enables using natural language to develop AWS infrastructure with Terraform, offering best practices guidance, security scanning with Checkov, and access to AWS provider documentation.
Last updated -
7
Why this server?
Excellent for 'retrieving latest official online documentations' as it fetches up-to-date, version-specific documentation directly into LLM prompts, preventing outdated information.
Context7 MCP
upstash
A
security
A
license
A
quality
A Model Context Protocol server that fetches up-to-date, version-specific documentation and code examples from libraries directly into LLM prompts, helping developers get accurate answers without outdated or hallucinated information.
Last updated -
2
141,779
34,217
MIT License
Why this server?
A powerful tool for 'deep thinking and plan... best approach' using structured, iterative reasoning, confidence tracking, and planning mechanisms.
CRASH - Cascaded Reasoning with Adaptive Step Handling
nikkoxgonzales
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security
A
license
-
quality
Enables structured, iterative reasoning for complex problem-solving with features like confidence tracking, revision mechanisms, and branching support. Provides flexible validation and multiple output formats for systematic analysis and decision-making tasks.
Last updated -
1
79
36
MIT License
Why this server?
Facilitates the 'plan and implement the best approach' criterion by guiding the process through structured stages: requirements gathering, technical design, and task planning.
Spec-driven Development MCP Server
kevinlin
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security
F
license
-
quality
Enables AI-guided spec-driven development workflow that transforms ideas into implementation through structured stages: goal collection, requirements gathering in EARS format, technical design documentation, task planning, and systematic code execution.
Last updated -
9
13
10
Why this server?
Addresses 'keeping notes and memories' by providing persistent knowledge storage, organizational data, and semantic search capabilities for contextual retention across sessions.
MCP Instruct
hlsitechio
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security
F
license
-
quality
Provides persistent personal and organizational knowledge storage that any LLM can connect to for instant context about who you are, what you do, and your preferences. Enables AI agents to maintain long-term memory across sessions through structured data categories, semantic search, and export/import capabilities.
Last updated -
27
Why this server?
Essential for 'tracking changes' as it provides comprehensive Git operations (commit history, status, diffs) for AI assistants to interact with the project repository.
mcp-git
ver0-project
A
security
A
license
A
quality
Provides comprehensive Git operations as tools for AI assistants and applications. This server enables AI systems to interact with Git repositories, allowing to initialize, fetch, commit, log, status, etc..
Last updated -
10
2
1
MIT License
Why this server?
Supports 'keeping notes and memories' and 'tracking changes' by transforming codebases into architectural decision records (ADRs) with intelligent AI analysis.
mcp-adr-analysis-server
tosin2013
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security
A
license
-
quality
Transform your codebase into professional architectural decision records with intelligent AI analysis
Last updated -
36
191
10
MIT License
Why this server?
Directly supports 'analyze misconfigurations' by providing security auditing and compliance validation tools (SAST, SCA, Secrets, IaC scanning) before deployment.
MCP Shamash
NeoTecDigital
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security
F
license
-
quality
Enables security auditing, penetration testing, and compliance validation with tools like Semgrep, Trivy, Gitleaks, and OWASP ZAP. Features strict project boundary enforcement and supports OWASP, CIS, and NIST compliance frameworks.
Last updated -
7
Why this server?
Critical infrastructure for 'keeping notes and memories' and 'tracking changes' by enabling secure file system operations, including reading and updating local data and configuration files during planning and implementation.
Filesystem MCP Server
Preston-Harrison
A
security
F
license
A
quality
Enables secure filesystem operations with directory sandboxing and optional read-only mode. Supports file reading/writing, directory management, file searching, and text operations while restricting access to specified directories.
Last updated -
12