A
license-
qualityD
maintenanceA 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.
8
3
MIT
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.
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.
FlicenseAqualityDmaintenanceA 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.7Why 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online documentations' as it fetches up-to-date, version-specific documentation directly into LLM prompts, preventing outdated information.
AlicenseAqualityAmaintenanceA 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and code examples from libraries directly into LLM prompts, helping developers get accurate answers without outdated or hallucinated information.21,005,32760,729MITWhy this server?
A powerful tool for 'deep thinking and plan... best approach' using structured, iterative reasoning, confidence tracking, and planning mechanisms.
AlicenseAqualityBmaintenanceEnables 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.12272MITWhy this server?
Addresses 'keeping notes and memories' by providing persistent knowledge storage, organizational data, and semantic search capabilities for contextual retention across sessions.
FlicenseBquality-maintenanceProvides 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.27Why 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.
-licenseAquality-maintenanceProvides 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..1021Why this server?
Supports 'keeping notes and memories' and 'tracking changes' by transforming codebases into architectural decision records (ADRs) with intelligent AI analysis.
AlicenseCqualityAmaintenanceTransform your codebase into professional architectural decision records with intelligent AI analysis7590133MITWhy this server?
Directly supports 'analyze misconfigurations' by providing security auditing and compliance validation tools (SAST, SCA, Secrets, IaC scanning) before deployment.
FlicenseBqualityDmaintenanceEnables 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.7Why 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.
FlicenseAqualityDmaintenanceEnables 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.12