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Provides a local knowledge graph that connects source code, documentation, and infrastructure to give AI agents structural context.
$claude mcp add codebase-memory-mcp -- npx -y codebase-memory-mcp
Securely execute LLM-generated code in isolated containers or local Linux and Windows sandboxes across multiple programming languages.
$claude mcp add llm-sandbox -- uvx llm-sandbox
Lets an AI client run browser tasks in a real Chrome browser, including fills forms, clicks, extracts data, and downloads files.
$claude mcp add browser-use -- uvx browser-use
Lets an AI client create, inspect, validate, and save editable 3D building scenes, including walls, rooms, doors, and furnishings.
$claude mcp add editor -- npx -y @pascal-app/mcp
Orchestrate AI agents and human operators through a unified task management platform with real-time synchronization and visual workflows.
$claude mcp add --transport http agentrq https://mcp.agentrq.com/mcp
Provides a unified control plane for AI agents to operate digital content creation tools, game engines, and design software through a single protocol.
$claude mcp add dcc-mcp-core -- uvx dcc-mcp-server
Lets AI agents search, run, and read results from thousands of web scraping and automation Actors on Apify Store.
$claude mcp add --transport http apify-mcp-server https://mcp.apify.com/
Transcribe local audio files to text using SenseVoiceSmall with private, on-device inference.
$claude mcp add funasr-mcp -- docker run -i --rm ghcr.io/modelscope/funasr-mcp:0.1.2
Lets an AI client read, write, and search a local-first knowledge graph stored as Markdown files.
$claude mcp add basic-memory -- uvx basic-memory
Provides AST-based semantic code search for local repositories using incremental re-indexing and natural language queries.
$claude mcp add cocoindex-code -- uvx cocoindex-code
Enforces policy-as-code governance for AI agents through deterministic scheduling and verifiable audit receipts.
$claude mcp add bernstein -- uvx bernsteinEnforces policy as code to orchestrate, schedule, and audit AI agent workloads with deterministic execution and verifiable lineage.
$claude mcp add bernstein -- uvx bernstein
Allows an AI client to control Adobe Photoshop through natural language commands to perform edits, retouching, and batch processing.
$claude mcp add photoshop-mcp -- npx -y @alisaitteke/photoshop-mcp
Lets an AI client read and change Google Ads, Reddit Ads and GA4 campaigns, with a preview shown before every change.
$claude mcp add adloop -- uvx adloop
An agent meta-harness that provides Claude Code and Codex with specialized agent swarms, self-learning memory, and enterprise security guardrails.
$claude mcp add claude-flow -- npx -y claude-flow
Enables LLMs to interact with web pages through structured accessibility snapshots using Playwright browser automation.
$claude mcp add playwright-mcp -- npx -y @playwright/mcp
An AI browser agent that automates web browsing, clicking, and typing to perform tasks from plain-English instructions while remaining invisible to anti-bots.
$claude mcp add invisible-playwright-mcp -- uvx invisible-playwright-mcp
Allows an AI client to interact with Bitbucket Data Center repositories and code through the Model Context Protocol.
$claude mcp add atlassian-dc-mcp -- npx -y @atlassian-dc-mcp/bitbucket
Connect AI agents to over 100 cryptocurrency exchanges and prediction markets for market data, account management, and trading.
$claude mcp add ccxt-mcp -- npx -y ccxt-mcp
Lets an AI agent draw and edit draw.io diagrams on a live browser canvas that you can also edit by hand.
$claude mcp add next-ai-drawio -- npx -y @next-ai-drawio/mcp-server