MCP servers

An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. This section lists servers with their transport, auth method and environment variables, an install command and an honest read on the risks.

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Official

A local development environment with a built-in MCP server: the agent inspects services, sites, configs and logs and manages their lifecycle

MCP serverMedium riskNo VPN needed3.2KRepository stars
Official

A visual website builder with a built-in MCP server: the agent helps assemble static pages with dynamic data on the model you choose

MCP serverMedium riskNo VPN needed3KRepository stars
Official

Slack export without admin rights and a local MCP server: the agent analyzes your messages, threads, files and users

MCP serverMedium riskNo VPN needed2.8KRepository stars
Official

An MCP server for the Godot engine: connects Claude Code, Claude Desktop and Codex to a live editor to build scenes, scripts and materials

MCP serverMedium riskNo VPN needed2.7KRepository stars
Official

Cross-device clipboard sync with a built-in MCP server: the agent reads your copy history, and data never leaves for the cloud

MCP serverMedium riskNo VPN needed2.6KRepository stars

Financial Datasets MCP

Financial Datasets MCP Server

Official

An MCP server for the Financial Datasets API: company financials, stock and crypto prices and news for the agent

MCP serverMedium risk2.3KRepository stars
Official

An MCP server and plugin to build UI with the agent: curated design systems, UI prompts and layout variations

MCP serverMedium risk2KRepository stars
Official

An MCP server for generating images and video from the agent: several models, a large prompt library and parallel tasks

MCP serverMedium risk1.8KRepository stars

data.gouv.fr MCP

data.gouv.fr MCP Server

Official

Official MCP server for France's open data portal: search, explore and query datasets straight from a chat with the agent

MCP serverMedium riskNo VPN needed1.6KRepository stars
Official

Official MiniMax MCP server: text to speech, voice cloning and design, image and video generation

MCP serverMedium risk1.6KRepository stars

Qdrant MCP Server

mcp-server-qdrant

Official

Qdrant's official MCP server: semantic memory for agents on a vector database, storing and retrieving by meaning

MCP serverMedium riskNo VPN needed1.5KRepository stars

Minutes

minutes

Official

A local-first MCP server for meeting memory: on-device recording and transcription into Markdown, searchable from Claude Code, Codex, Cursor and any MCP client

MCP serverMedium riskNo VPN needed1.5KRepository stars
Official

An MCP memory server for trading agents: keeps decisions and outcomes with a tamper-evident SHA-256 journal

MCP serverMedium riskNo VPN needed1.4KRepository stars
Official

An MCP server for voice conversations with Claude Code and other MCP agents: speech recognition and voice synthesis, local or cloud

MCP serverMedium riskNo VPN needed1.4KRepository stars
Official

A Game Boy emulator with a debugger and a built-in MCP server: the agent controls execution, reads memory and inspects hardware state

MCP serverMedium riskNo VPN needed1.2KRepository stars
Official

Ref's MCP server: documentation search for APIs and libraries that hands the agent only the relevant parts of pages

MCP serverMedium risk1.2KRepository stars
Official

A self-hosted task manager for human and agent collaboration through MCP

MCP serverMedium riskNo VPN needed1.1KRepository stars
Official

On-premises RAG in containers with an MCP server: the agent searches your documents while data stays local

MCP serverMedium risk1KRepository stars
Official

A PDF-reading MCP server: structured text, tables, OCR, visual crops and page-level citations

MCP serverMedium riskNo VPN needed959Repository stars
Official

An MCP server and CLI for code research: search and understand your project and all of GitHub with fewer tokens

MCP serverMedium risk945Repository stars
Official

An open macOS app for code context engineering: an MCP server and agent orchestrator that helps agents understand a project before editing

MCP serverMedium riskNo VPN needed938Repository stars
Official

MCP server and skills for product analytics: user paths, funnels, segments and transition graphs over event logs

MCP serverMedium riskNo VPN needed919Repository stars
Official

A free, two-way Figma MCP server: turns designs into framework-aware code and pushes code back to the canvas

MCP serverMedium risk916Repository stars

iai-memory

iai-memory (Personal Memory Engine)

Official

A local long-term memory MCP server for agents: keeps conversations verbatim and returns the right context at the start of a session

MCP serverMedium riskNo VPN needed896Repository stars

Frequently asked questions

What is an MCP server?

An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. The agent calls its tools while it works.

How do I connect an MCP server to an agent?

The entry lists how to run it (npx, uvx, docker or a remote URL) and the environment variables. A config snippet goes into the agent settings.

Do I need a key or a paid account?

It depends on the server. Each entry states the auth method and requirements, including paid accounts, in the limitations block.