MCP server for spec-driven development: requirements, design and tasks step by step, with a web dashboard and a VS Code extension
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: 502
An MCP server to create and edit Excel files without Microsoft Office: formulas, formatting, charts, pivot tables
Long-term agent memory in local Markdown files with a link graph, semantic search and MCP access
A Dagger MCP server that gives each agent its own container and git branch for safe parallel work
An MCP server for long-term agent memory: compresses dialogues into atomic facts, resolves pronouns and anchors relative time to absolute dates
An MCP server that inserts a human feedback step into agent tasks: a web or desktop window for text, images and prompts
The experimental official Google Analytics 4 MCP server: reports, funnels and realtime data on request
A local codebase index for agents: hybrid search, dependency graphs and change impact analysis
A local development environment with a built-in MCP server: the agent inspects services, sites, configs and logs and manages their lifecycle
A flight search MCP server over Google Flights data: the agent searches flights with filters and finds the cheapest dates
A local MCP server for arXiv literature work: section-level paper reads, BibTeX from metadata, topic watches
An MCP server for Ableton Live: the agent creates tracks, places clips and builds arrangements straight in the open project
Google, Meta Ads and GA4 MCP
Google + Meta Ads + GA4 MCP
Remote MCP server for Google Ads, Meta Ads and Google Analytics 4 in one connection, OAuth login without API keys
Shadcn UI MCP Server
Shadcn UI v4 MCP Server
An MCP server that gives the agent shadcn/ui component source, demos and blocks for React, Svelte, Vue and React Native
A metasearch MCP server: the agent searches text, images, news, videos and books across many engines and extracts page content
An MCP server that turns PDF, DOCX, XLSX, PPTX, images, audio, web pages and YouTube transcripts into Markdown
A visual website builder with a built-in MCP server: the agent helps assemble static pages with dynamic data on the model you choose
Slack export without admin rights and a local MCP server: the agent analyzes your messages, threads, files and users
A proxy between MCP transports: connects stdio clients to remote SSE and HTTP servers and exposes local servers over the network
An MCP server that indexes code with tree-sitter and returns individual functions and classes to the agent instead of whole files
A local database of China A-share and ETF market data with an MCP server for natural-language queries
An MCP server for searching and downloading academic papers from arXiv, PubMed, bioRxiv, Semantic Scholar and other open sources
An MCP server for the Godot engine: connects Claude Code, Claude Desktop and Codex to a live editor to build scenes, scripts and materials
An MCP server for Korea's official legal database: search statutes, case law and ordinances, and verify article citations against fabrications
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.