A TypeScript multi-agent orchestrator with a locking shared blackboard, token budgets and an audit trail.
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
AE MCP Bridge connects an agent to a live After Effects: reads the project, renders frames, edits keyframes and expressions.
An MCP server and CLI that crawls sites: a small model picks links and passages so the agent reads only the answer.
RollingGo Hotel MCP: hotel search and booking
RollingGo Hotel MCP
Official RollingGo MCP server: worldwide hotel search, price comparison and hotel details for Claude Code, Cursor and Codex agents
An MCP server for React Native debugging: logs, network, Redux state and the component tree from Metro, plus simulator control
An MCP server and panel for Angular developers: the agent sees routes, forms, signals and dependencies of a running app.
Official
kogiQA MCP gives an agent a browser that finds page elements without selectors, for debugging web apps and writing e2e tests
Ozon MCP Server for buyer-side search
Ozon MCP Server
Buyer-side Ozon MCP server: product search, product pages with prices and stock, customer reviews
Official
A team wiki living in Git with a 51-tool MCP server: agents read and edit pages, tables and boards.
Official
Daintree runs Claude Code, Codex and other agent CLIs in parallel and exposes control of them through a local MCP server
Official
An MCP server for the Shuttle Android framework: integration scaffolding, detection of TransactionTooLargeException risk and specs
Official
Official Runpod MCP server: an agent manages Pods, Serverless endpoints, templates and network volumes from chat.
WilmAI connects the Wilma school system to an AI agent: schedule, homework, grades and messages in read-only mode.
Official
Twelve Data MCP connects an assistant to a market data API: quotes, historical prices, indicators, fundamentals and company news.
Search worldwide patents and scientific papers from Claude Code and Cursor, with two tools and Markdown output.
A native Mac app with a bundled MCP server that lets an agent manage Docker containers locally and over SSH.
kaeru is an MCP server with an agent memory graph: ideas, outcomes and sources across sessions, local, with a team cloud option.
Podman MCP Server: Podman and Docker containers
Podman MCP Server
An MCP server for Podman and Docker containers: list, run, stop and read logs of containers, build and pull images
PDF extraction with self-checking: unreadable pages get a flag and never vanish silently, plus an MCP server for Claude
Kibana MCP Server: Kibana from Claude and Cursor
Kibana MCP Server
A Kibana MCP server: dashboards, saved objects and Elasticsearch log search through natural language, with an API key or login
Postgres MCP (Microsoft)
Postgres MCP Server (Microsoft)
Postgres MCP from Microsoft: connection profiles with passwords in the OS keyring, Entra ID sign-in for Azure, queries, schema, CSV and server metrics
Official
Keboola MCP Server opens the Keboola data platform to assistants: tables, SQL transformations, jobs, flows and data apps.
Official
An MCP server and add-in for Autodesk Revit 2023–2027 with 125 tools for modeling, schedules and exports.
Official
Humblytics MCP gives an agent live site analytics, funnels and A/B tests plus 12 marketing skills for finding conversion problems.
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.