mcp — independent software & tools
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@traceloop/instrumentation-mcp
MCP (Model Context Protocol) Instrumentation
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@ui5/mcp-server
MCP server for SAPUI5/OpenUI5 development
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@upstash/context7-mcp
MCP server for Context7
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vault-cortex
Set up a Vault Cortex MCP server for your Obsidian vault in one command: npx vault-cortex init
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veryfront
The simplest way to build AI-powered apps
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@vpxa/aikit
Local-first AI developer toolkit — knowledge base, code analysis, context management, and developer tools for LLM agents
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@wonderwhy-er/desktop-commander
MCP server for terminal operations and file editing
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xcodebuildmcp
XcodeBuildMCP is a Model Context Protocol server that provides tools for Xcode project management, simulator management, and app utilities.
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@zapier/notion-connector
Agent-callable Notion tools for searching pages and databases, reading and creating pages, querying data sources, appending content, and managing schemas. Use when the user mentions Notion or wants to find, read, create, or edit Notion content, even if th
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zenarc-mcp
ZenArc MCP server — AI-native task management for Claude Code via Model Context Protocol
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@zereight/mcp-gitlab
GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more
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neurostack
Index and search Markdown vaults as knowledge graphs to provide AI agents with persistent, structured long-term memory across sessions.
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MUSTer_MCP
📚 Simplify LLM access to the M.U.S.T. campus system, enabling smooth interactions with schedules, assignments, and course materials.
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awesome-mcp
Curated list of Model Context Protocol (MCP) servers, clients, and frameworks. Automatically updated daily.
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oh-no-my-claudecode
Memory-grounded autonomous coding loops for Claude Code and Codex, with verifier gates, replay, evals, and tamper-evident receipts.
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forgemax
Collapse multiple servers and tools into two sandboxed MCP tools for efficient, typed JavaScript execution with secure resource access and concurrency.
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unity-ai-bridge
Enable direct AI control of the Unity Editor for scene inspection, material editing, testing, and performance profiling without extra setup.
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mcp-datadog
📊 Integrate Datadog Logs, Monitors, Metrics, Incidents, and Dashboards with this Model Context Protocol (MCP) server for seamless AI assistance.
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task-flow-chart
🛠️ Create clear diagrams such as workflows and logic flows with this simple JavaScript library for easy drag-and-drop customization.
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jhelm
Helm for the JVM — render charts and manage releases in pure Java, byte-for-byte compatible with `helm template`. Library, Spring Boot starter, REST API, MCP server (AI tools), and CLI.
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mcp-yandex-tracker
Manage and automate tasks in Yandex Tracker using a robust MCP integration for efficient issue tracking and project control.
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laravel-kick
🔗 Connect and manage your Laravel app effortlessly with an MCP server and REST API for health checks, log reading, and command execution.
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2ndbrain
AI-native markdown knowledge base with semantic search, RAG, and MCP server
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mcp-audit
🌟 Track token consumption in real-time with MCP Audit. Diagnose context bloat and unexpected spikes across MCP servers and tools efficiently.
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AAA
AAA — Surface layer of arifOS: Agents, API, AI, Apps. Canonical workspace for governed agent operations, recovery, and deployment.
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ContextOS
Provide a unified context intelligence layer for AI agents with seamless integration and full capability in a single Python package.
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claude-codex-mcp-starter
🤖 Streamline AI assistant integration with templates for effective collaboration and project-specific configurations in your development workflow.
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AgentGuard
Protect AI agents by detecting and blocking prompt, command injection, Unicode bypass, and social engineering attacks with customizable security controls.
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nano-banana-2-ai
Deliver high-speed 4K text-to-image generation with 5-character consistency using the open-source Gemini 3.1 Flash Image model.
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json-ghost-mannequin-pipeline
👗 Streamline ghost-mannequin photography with an automated 6-step pipeline for e-commerce, ensuring high-quality images and efficient processing.
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opencode-anthropic-oauth
Restore Claude access in OpenCode with OAuth for Pro/Max logins, token refresh, and Anthropic model support
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dflow-mcp
📊 Access Kalshi prediction market data effortlessly with DFlow MCP, featuring tools for events, trades, and real-time analytics.
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exobrain-harness
🧠 A self-hosted AI exobrain. Claude Code wired into 50+ skills, launchd watchers, and MCP servers, fusing voice transcripts, handwritten notes, calendar, tasks, and health data into one always-on accountability partner that makes sure nothing falls through the cracks.
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Bamboo-agent
Bamboo — a local-first AI agent runtime in Rust: tasks, tools, memory, MCP, workflows and schedules behind an HTTP + SSE API. The self-contained execution core powering the Bodhi desktop agent.
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agent-egress-bench
Provide an open test corpus to assess and improve AI agent egress security through validated cases and automated workflows.
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commune-cookbook
Provide AI agents with real email and phone identities using production-ready tools compatible with LangChain, CrewAI, and other frameworks.
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website-design-systems-mcp
🎨 Extract complete design systems from websites and generate AI-ready skill.md files to replicate exact design elements efficiently.
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laravel-mcp-companion
A Laravel developer's MCP companion. Get the absolute best advice, recommendations, and up-to-date documentation for the entire Laravel ecosystem.
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HoloScript
The semantic layer for spatial computing and AI agents — write once, run as VR, robotics, web, or game.
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ivygrep
Semantic Grep - Superpower Your LLM
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ai-launcher
Manage and launch AI coding assistants from one CLI with persistent local context across sessions, ensuring privacy and ease of use.
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catclaw
Personal AI assistant gateway powered by Claude Code — multi-agent, multi-channel (Discord/Telegram/TUI), session management, tool approval, memory system
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NyxID
Connect AI agents to any API, anywhere. Securely. Open-source gateway that proxies requests, injects credentials automatically, punches through NAT to reach localhost services, and wraps REST APIs as MCP tools. Per-agent isolation. Never expose a raw key.
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AIDOCS
AIDOCS — AI Doctrine Orchestrator, Control & Security.
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mcp-superset
Extend Apache Superset with Model Context Protocol to integrate and manage machine learning models efficiently within data dashboards.
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claude-compaction-viewer
View and analyze Claude Code conversation history and compaction events with a TUI and CLI tool for clear session insights.
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PRISM
AI-Native Autonomous Materials Discovery Platform
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twining-mcp
Agent coordination MCP server — shared blackboard, decision tracking, and context assembly
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dbtrail
Time-travel for your MySQL. DB Trail remembers every row change: searchable, reversible, yours. The wrong UPDATE becomes a two-minute fix.
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ax-studio
Local-first AI workspace for macOS and Windows with cloud providers, local inference, MCP tools, memory, and artifacts
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ChainWeaver
Deterministic MCP tool flows for AI agents. Remove unnecessary LLM calls between predictable tool steps.
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SiteAgent
SiteAgent for Aura — WordPress remote management agent with safe updates, health checks, rollback, MCP tools, and Aura dashboard integration. https://my-aura.app
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claude2api-deploy
Deploy a proxy that converts Claude.ai sessions into a standard Anthropic API with streaming, tools, and image support.
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clix
Access and interact with Twitter from the terminal using cookie-based login, no API keys, with output for humans, scripts, and AI agents.
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graph-memory
Manage and compress long conversation histories into structured knowledge graphs to improve context retention across sessions.
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google-ads-mcp
Manage Google Ads accounts via MCP. Execute GAQL reads and secure two-phase mutations with full v24 API coverage for reliable ad campaign control.
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ESP32-C3-Laser-Engraver
Build and control a compact ESP32-C3 laser engraver with integrated web and Bluetooth interfaces for seamless wireless operation.
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asya-chat-ui
Build multi-organization LLM chat platforms with model routing, tool execution, usage analytics, and OpenAI-compatible APIs.
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spraay-payments
Enable multi-chain batch crypto payments, payroll, swaps, invoices, price feeds, and AI-powered transaction tools for OpenClaw agents.
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WireMCP-rs
Provide high-speed real-time packet capture and network analysis with Rust-powered parsing and threat detection for efficient MCP server use.