Official
Fast semantic code search for agents: returns the exact snippets instead of reading whole files and spends far fewer tokens
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: 174
Official
21st.dev MCP server and plugin: search ready React/Tailwind components and logos and generate UI from your agent
Official
A financial analysis MCP server: 500+ methods from company statements, ratios, indicators, risk metrics and macro data
Official
A lightweight database workspace with an MCP server: the agent reads the schema, runs queries and explores data in PostgreSQL, MySQL and more
Official
Official local MCP server for the Notion API: search, read and edit pages as Markdown, and work with databases
Official
Instant REST and MCP over PostgreSQL: the agent reads an existing database through an MCP endpoint with no backend to write
Official
An MCP server from AntV for generating charts and diagrams: 25+ visualization types, from lines and bars to maps, mind maps and network graphs
Official
A local-first workflow engine in a single binary with a built-in MCP server so an agent can inspect and run jobs
Official
A Dagger MCP server that gives each agent its own container and git branch for safe parallel work
Official
A WSL distro manager with a GUI and an MCP server so an agent can manage distros and run commands inside them
Official
An MCP and CLI that let an agent control your real Chrome, with its own logins and extensions, through Playwright
Official
An MCP server for long-term agent memory: compresses dialogues into atomic facts, resolves pronouns and anchors relative time to absolute dates
Official
An open-source Kubernetes UI with a built-in MCP server: the agent inspects the cluster, diagnoses breakages and operates it with RBAC in mind
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The experimental official Google Analytics 4 MCP server: reports, funnels and realtime data on request
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A local development environment with a built-in MCP server: the agent inspects services, sites, configs and logs and manages their lifecycle
GraphJin MCP
GraphJin
GraphJin's MCP server gives an agent safe, schema-aware access to SQL and MongoDB instead of raw database credentials
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
Official
Meeting transcription with bots and an MCP server: the agent taps into Google Meet, Teams and Zoom transcripts, self-host optional
Official
An MCP server and skill for a set of thousands of brand SVG icons: the agent searches and inserts icons with no key
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
Financial Datasets MCP
Financial Datasets MCP Server
An MCP server for the Financial Datasets API: company financials, stock and crypto prices and news for the agent
Official
MCP server and CLI for flight and hotel search and booking: hundreds of airlines, real prices, booking via a tool call
Official
An MCP server and plugin to build UI with the agent: curated design systems, UI prompts and layout variations
Official
An MCP server for generating images and video from the agent: several models, a large prompt library and parallel tasks
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.