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Analyzes PCAP capture files for DNS, DHCP, ICMP, TCP, SIP, and file metadata using protocol-specific tools.
$claude mcp add mcpcap -- uvx mcpcap
Builds a structural graph of codebases to help LLMs navigate entities, relationships, and flows without reading entire repositories.
$claude mcp add repo-graph -- uvx mcp-repo-graph
Stores project decisions and context as a graph so AI agents can recall and continue conversations across sessions.
$claude mcp add waggle-mcp -- uvx waggle-mcp
Enables AI agents to manage personal Microsoft Outlook accounts, including email, calendar, contacts, to-do lists, and inbox rules via Microsoft Graph API.
$claude mcp add outlook-mcp -- uvx outlook-graph-mcp
Enables AI clients to search, read, triage, and send emails directly through Apple Mail on macOS using a high-performance local index.
$claude mcp add apple-mail-mcp -- uvx apple-mailbox-mcp
Converts PDFs, Office files, e-books, and 40+ other formats to Markdown and back, enabling AI assistants to read, search, and edit documents.
$claude mcp add all2md -- uvx all2md
Enables AI clients to search for places, estimate route distances, and generate Apple Maps links on macOS.
$claude mcp add apple-maps-mcp -- uvx apple-maps-mcp
Generates AI videos with ByteDance Seedance through Ace Data Cloud and retrieves finished task results.
$claude mcp add seedancemcp -- uvx mcp-seedanceGenerates and edits Midjourney images and videos, and manages creative tasks from an AI client.
$claude mcp add midjourneymcp -- uvx mcp-midjourney
Governs AI agent tool calls with YAML policies, approval gates, guardrails, and tamper-evident audit logging across frameworks.
$claude mcp add aegis -- uvx agent-aegis
Allows an AI client to read, publish, manage comments, and pull analytics for Instagram Business and Creator accounts via the official Graph API.
$claude mcp add instagram-mcp -- uvx adelaidasofia-instagram-mcp
Provides a provider-neutral web search interface for AI agents using model-native grounding and agent-oriented search APIs.
$claude mcp add agent-web-search -- uvx agent-web-search-mcp
Scans npm and PyPI packages, MCP servers, skills, and repos for security risks and blocks unsafe installs before an agent runs them.
$claude mcp add skilltotal -- uvx skilltotal
Enables AI agents to control your desktop by seeing, clicking, typing, and navigating across Linux, macOS, and Windows.
$claude mcp add extra -- uvx extra-desktop
Lets an AI agent explore and manage Allure TestOps projects, launches, test cases, and results via the REST API.
$claude mcp add allure-testops-mcp -- uvx allure-testops-mcp
Plans local-first LLM deployments by calculating GPU/VRAM requirements, cost, latency, and hardware configurations with explicit evidence.
$claude mcp add chimeraforge -- uvx chimeraforge
Enables AI agents to search and ingest local documents like PDFs, notes, and spreadsheets using a private, local-first RAG engine.
$claude mcp add darwin -- uvx darwin-rag
Lets an AI client upload and download files, query folders, manage users, and run automations on a Files.com site.
$claude mcp add files-mcp -- uvx files-com-mcp
Allows an AI agent to read and analyze your Kilter Board climbing logbook, including sessions, sends, projects, and grade statistics.
$claude mcp add kilter-mcp -- uvx kilter-mcp
Enables AI agents to parse, validate, and reverse ISO 20022 camt.053 bank statements and cash-management messages.
$claude mcp add camt053-mcp -- uvx camt053-mcp