MCP Servers

containerization-assist

Containerization Assist server — build, scan, and deploy Docker containers with AI help

Build a Docker image from my application code

Generate a Dockerfile optimized for security and performance

Needs: Docker: Running Docker daemon with accessible socket (docker ps should work)Linux/Mac: /var/run/docker.sock accessibleWindows: Docker Desktop with //./pipe/dockerengine accessibleKubernetes (optional, for deployment features):Valid kubeconfig at ~/.kube/configCluster connectivity (kubectl cluster-info should work)

Works in Claude, Cursor & other MCP clients

Coding

Other

41Azure

test-coverage-mcp

A server providing test coverage data to AI coding assistants

Check overall test coverage percentage quickly

Get test coverage details for specific source files

Needs:

Works in Claude, Cursor & other MCP clients

Coding

Other

41goldbergyoni

perseus-vault

Keep AI memory encrypted and persistent locally without cloud.

Keep my AI assistant’s memory encrypted and local

Make my AI remember facts from past chats

Needs:

Works in Claude, Cursor & other MCP clients

Other

41Perseus-Computing-LLC

bitrise-mcp

MCP server providing full Bitrise API access for app and build management.

Manage Bitrise apps and workflows programmatically

Trigger and monitor build operations via API

Needs:

Works in Claude, Cursor & other MCP clients

41bitrise-io

cicada

Ask your assistant to explore and understand your codebase efficiently.

Find where a function is called in my codebase

See all methods in a class or module

Needs:

Works in Claude, Cursor & other MCP clients

Coding

Other

41wende

mcp-wayback-machine

A bridge between the Internet Archive's Wayback Machine and MCP-compatible assistants.

Search archived versions of any webpage

Retrieve content from a specific snapshot

Needs:

Works in Claude, Cursor & other MCP clients

Other

Web/Research

41Mearman

martin-loop

Your assistant can control, verify, and limit AI coding agent work safely.

Limit AI coding agent spending and retries

Verify AI-generated code passes tests

Needs:

Works in Claude, Cursor & other MCP clients

Coding

Other

41Keesan12

alive-analysis

alive-analysis server — structured, traceable AI-guided data analysis workflows

Start a new data analysis with guided AI help

Keep a full record of analysis steps and findings

Needs:

Works in Claude, Cursor & other MCP clients

AiDex

Search and index your codebase instantly for AI assistants to access

Find where a function or variable is defined in my code

Search my entire codebase by concept, not just exact words

Needs: Node.js ≥ 20 (check with node --version)macOS: brew install node or nvm install 20 && nvm use 20Linux: use your package manager or nvmWindows: nodejs.orgIf you use nvm, the repo ships a .nvmrc — nvm use picks the right version automatically.

Works in Claude, Cursor & other MCP clients

Coding

Other

40CSCSoftware

obsidian-sync-mcp

Your assistant can access and read your Obsidian vault anytime, anywhere.

Ask AI to read and summarize my Obsidian notes

Retrieve specific daily notes content via AI

Needs:

Works in Claude, Cursor & other MCP clients

Notes

Other

40es617

FocusRelayMCP

Manage and update OmniFocus tasks safely using AI on your Mac

Check how many flagged OmniFocus tasks I have

Process and organize my OmniFocus inbox with AI help

Needs:

Works in Claude, Cursor & other MCP clients

Other

40deverman

dotnet-with-claudecode

Ask your assistant to help develop .NET WPF apps with Claude Code integration.

Get AI help writing and debugging .NET WPF code

Automatically bump version numbers on code pushes

Needs: Claude Code CLI.NET SDK 10.0.300+ (for wpf-dev-pack hooks)Required Claude Code plugins for wpf-dev-pack:context7microsoft-docscsharp-lsp

Works in Claude, Cursor & other MCP clients

Coding

Other

40christian289

ontomics

Ask your assistant to extract and explain key concepts from your codebase.

Explore key concepts and vocabulary in my codebase

Find where and how a concept is used in code

Needs:

Works in Claude, Cursor & other MCP clients

Coding

Other

40EtienneChollet

agy-bridge

agy-bridge server — delegate heavy Claude Code tasks to Antigravity CLI

Delegate large code analysis to a specialized tool

Search deeply through git history without slowing Claude

Needs: Node.js 18+Antigravity CLI (agy) installed and authenticatedClaude Code

Works in Claude, Cursor & other MCP clients

scrivener-mcp

Connect your Scrivener projects to AI assistants for writing help

Open and analyze chapters in my Scrivener novel

Get AI suggestions to improve my manuscript's pacing

Needs: Node.js 18+Scrivener 3 project files (.scriv)macOS, Windows, or LinuxOptional: Anthropic, OpenAI, or OpenRouter API key for provider-backed AI featuresOptional: Neo4j for persistence and advanced graph queries; core relationship tools work without it

Works in Claude, Cursor & other MCP clients