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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Found: 85

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

Medium 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

Medium risk1.5KRepository stars
Official

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

Medium risk959Repository stars
Official

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

Medium risk945Repository stars
Official

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

Medium risk925Repository stars
Official

Google's MCP server for deploying apps to Cloud Run from an agent, with service listing and log reading

High risk631Repository stars
Official

The official Todoist MCP server: the agent finds, creates and updates tasks and projects in your account

Medium risk553Repository stars

DuckDB / MotherDuck MCP Server

DuckDB / MotherDuck Local MCP Server

Official

An MCP server for SQL analytics on DuckDB: local files, in-memory databases, S3-hosted databases and MotherDuck

Medium risk525Repository stars
Official

Mapbox's official MCP server: geocoding, place search, routing, isochrones, in-chat maps and offline geo calculations

Medium risk356Repository stars
Official

Postman's official MCP server: workspaces, collections, specs and environments straight from your agent

Medium risk316Repository stars
Official

Apollo's MCP server: turns chosen GraphQL operations into tools the agent uses to work with your API

High risk310Repository stars
Official

MCP server, agent and skills for end-to-end UI tests where the agent drives the computer through vision on cloud machines

High risk243Repository stars
Official

Official Alpha Vantage MCP server: quotes, historical series, indicators and company data

Medium risk213Repository stars
Official

Official AgentQL MCP server: extracts structured data from a web page based on a field description

Medium risk182Repository stars
Official

Official SerpApi MCP server: the agent gets results from Google, Bing, YouTube, Amazon and other engines as JSON or Markdown

Medium risk174Repository stars
Official

Confluent MCP server for Kafka: topics, messages, Flink SQL, Schema Registry and connectors

High risk169Repository stars
Official

Google Cloud's MCP server and Gemini CLI extension for GKE clusters: resources, logs, deploys, costs and upgrade risks

High risk167Repository stars
Official

Official Docker MCP server: image search, tags, repositories and Docker Hardened Images on Docker Hub

Medium risk167Repository stars
Official

Official DigitalOcean MCP server: App Platform, droplets, databases, Kubernetes, networking and storage through an agent

High risk139Repository stars
Official

Official Auth0 MCP server: tenant applications, Actions, logs and users via the Management API

High risk122Repository stars
Official

Official Heroku MCP server: apps, dynos, add-ons, pipelines, logs and Postgres through the Heroku CLI

High risk82Repository stars
Official

Official HashiCorp Vault MCP server: mounts, KV secrets and PKI certificates from an agent

High risk65Repository stars
Official

Official Netlify MCP server: the agent creates projects, builds and deploys sites, manages environment variables and forms

High risk64Repository stars
Official

Official Contentful MCP server: entries, content types, assets, locales and AI Actions via the Management API

High risk61Repository 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.