Top MCP Servers

Enables building interactive UI components that run inline within AI chat clients, allowing tools to expose charts, forms, dashboards, and other rich interfaces via the Model Context Protocol.

Indexes local codebases into a graph database, allowing AI assistants and developers to query code relationships and context using natural language.

Provides integrated website traffic analysis, uptime checking, and server health monitoring in a single self‑hosted platform.

Open-source manufacturing ERP, MES and QMS platform that unifies quoting, material requirements planning, inventory, shop‑floor execution, quality management and lot/serial traceability in a single Postgres schema with a REST API and built‑in MCP server. Deploy on Carbon Cloud or self‑host on any VPS/AWS environment.

Provides precise, symbol‑level code retrieval via tree‑sitter AST to dramatically reduce AI token consumption during code exploration and editing.

Scans installed AI agent components, MCP servers, and skill files for prompt‑injection, tool poisoning, toxic flows, hard‑coded secrets and other supply‑chain risks.

Provides a platform‑agnostic server that enables agents and LLMs to interact with native iOS and Android applications via structured accessibility snapshots or coordinate‑based taps, running on simulators, emulators, or physical devices.

Convert Korean HWP, HWPX, PDF, and Office files to Markdown, generate structured data, fill forms, diff versions, and expose the functionality via a CLI and MCP server.

Enables AI coding agents to work with AWS services by providing built‑in plugins, skill libraries, and an MCP server that offers full API access, sandboxed script execution, and real‑time documentation search.

Converts PDFs, images, audio, DOCX, XLSX, PPTX, YouTube videos, Bing search results, and generic web pages into clean Markdown text, while also allowing retrieval of existing Markdown files.

Enables persistent, local‑first knowledge management by allowing LLMs to read and write Markdown files during natural conversations, building a traversable knowledge graph that stays under the user’s control.

Enables seamless bridging between Streamable HTTP and stdio transports for MCP, allowing clients to communicate over SSE or expose local stdio servers via SSE.

Enables Claude AI to control Ableton Live in real time, allowing AI‑driven creation, editing, and playback of tracks, clips, instruments, and effects through a socket‑based server.

Debug and analyze JavaScript code running in real Chrome pages, with persistent login state, zero script injection and layered anti‑detection, enabling AI coding assistants to perform genuine reverse‑engineering workflows.

Provides an open‑source platform to build, evaluate, and ship production‑ready retrieval‑augmented generation (RAG) and agentic applications, offering end‑to‑end tooling from ingestion to hosting.

Provides a curated collection of production‑ready Claude Code plugins that extend functionality with custom commands, agents, hooks, and MCP servers.

Provides a universal gateway that lets MCP‑compatible clients explore and query MySQL, PostgreSQL, SQL Server, MariaDB, and SQLite databases through a single standardized interface.

Enables AI agents to interact with any website through the user's logged‑in Chrome instance, exposing site‑specific commands via a CLI or MCP server.

Connect AI agents to Solana protocols, enabling autonomous execution of token trades, NFT operations, DeFi interactions, cross‑chain bridging and other blockchain actions.

Provides tools and resources to enable AI assistants to manage and execute n8n workflows via natural language commands.

Installs other MCP servers via simple commands, using npx for Node/npm packages and uv for Python packages.

Enables creation, editing, and advanced manipulation of PowerPoint presentations via a MCP server, leveraging python-pptx and a modular toolset.