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MCP servers for AI agents
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 access level with its reasons.
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Found: 3090
A local bridge into the running Codex desktop app for macOS: scripts and agents call its tools through a CLI or an MCP server.
MCP Accessibility Scanner runs axe checks, exercises keyboard focus and saves accessibility reports for web pages
An MCP server that runs DeepSeek or your own local model as a sub-agent in Claude Code and Codex with its own tool loop.
Smart Connections MCP searches an Obsidian vault by meaning using Smart Connections embeddings, with no cloud calls
Fabricator MCP reads Minecraft server logs and mods through the Fabricator panel so an agent can find why a modpack crashes
Official
RollingGo searches hotels in China and worldwide through a remote MCP server with filters, prices and cancellation terms
Nora MCP runs a self-hosted control plane for OpenClaw and Hermes agent fleets from Claude Code, Gemini CLI and Cursor
Official
A local MCP server builds a SQLite and tree-sitter code index so an agent finds symbols, calls and meaning in one query
Official
Official Cybozu MCP server: an agent reads and changes kintone apps, records and spaces through the REST API.
Google Calendar MCP Server: calendar for Claude
Google Calendar MCP Server
A calendar MCP for Claude Desktop: the agent views, creates, updates and deletes Google Calendar events, recurring ones included
A Go MCP server for Kubernetes: read any cluster resource and pod logs, with apply and exec in write mode
Official
An MCP server builds an ontology from a database schema and checks agent SQL before it runs, for PostgreSQL, Snowflake and more
Vibecode MCP lets Cursor, VS Code and Claude Code write Home Assistant automations and dashboards via an add-on agent
Metasearch for agents: one MCP server and HTTP API merge results from many search providers into unified JSON with deduplication.
smartest-tv plays shows and music on a smart TV by name: the stv CLI and an MCP server with 21 tools for agents
Official
Engineering team memory over MCP: decisions, bug causes and constraints recalled by every agent, from Claude Code to Cursor.
Roboto MCP: robotics data for AI agents
Roboto MCP
The hosted Roboto MCP server lets an agent search a robot fleet's datasets and files and analyze topic data without changing them
OpenStudio MCP
openstudio-mcp
MCP server for building energy modeling: an agent builds an OpenStudio model, runs EnergyPlus and reads the results.
Russian stack
An MCP server for Yandex Direct, Metrika, Wordstat and Webmaster: campaigns, ads, bids, reports and keyword research from chat
ai-memory keeps long-term assistant memory in local SQLite and serves it over MCP, an HTTP API and a CLI
MCPSpend wraps MCP servers in a proxy and counts what each tool call costs per project, model and client
An MCP bridge that lets ChatGPT operate your Mac: shell, files, terminal sessions, Codex history and background Chrome.
Official
KDAN's remote MCP server for PDFs: compress, delete pages, set a password, redact data and compare versions in chat
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 card 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 card states the auth method and requirements, including paid accounts, in the limitations block.