Official
Microsoft's utility and MCP server that turn PDF, Word, Excel, PowerPoint, HTML and other files into Markdown for models
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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Official
Official Apify MCP server: the agent runs ready-made Apify Store scrapers for social media, maps, search and shops
Official
Official Firecrawl MCP server: web search, page scraping to Markdown, site crawling and in-page actions
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Official Exa MCP server: web search, reading pages as Markdown and multi-step research via Exa Agent
Official
A visualization language for agents and an MCP server: neat charts from a simple semantic spec
Perplexity MCP Server
Perplexity API Platform MCP Server
Perplexity's official MCP server: web search, quick answers, reasoning and deep research through the Perplexity API
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Official Tavily MCP server: real-time web search, page content extraction, site mapping and crawling
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An MCP server and skills from TigerData that help agents write PostgreSQL schemas and queries from current docs and practices
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Brave's official MCP server: web, news, image, video and place search plus extracted page content for model context
Jina AI MCP
Jina AI Remote MCP Server
Jina AI's official remote MCP server: pages to Markdown, web search, arXiv, reranking and embeddings
Hugging Face MCP Server
Hugging Face Official MCP Server
Hugging Face's official MCP server: Hub search and Gradio apps from Spaces as agent tools
DataLens official MCP server
datalens-mcp
The official DataLens MCP server from the development team: turns the public DataLens API into three gateway tools instead of hundreds of separate MCP tools
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A global intelligence MCP server: news, geopolitical risk, markets and infrastructure exposed as agent tools
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A self-hosted trend and news monitor with an MCP server: hot-topic aggregation, RSS and smart alerts
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A financial analysis MCP server: 500+ methods from company statements, ratios, indicators, risk metrics and macro data
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Instant REST and MCP over PostgreSQL: the agent reads an existing database through an MCP endpoint with no backend to write
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An MCP server from AntV for generating charts and diagrams: 25+ visualization types, from lines and bars to maps, mind maps and network graphs
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An MCP server for long-term agent memory: compresses dialogues into atomic facts, resolves pronouns and anchors relative time to absolute dates
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The experimental official Google Analytics 4 MCP server: reports, funnels and realtime data on request
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
data.gouv.fr MCP
data.gouv.fr MCP Server
Official MCP server for France's open data portal: search, explore and query datasets straight from a chat with the agent
Qdrant MCP Server
mcp-server-qdrant
Qdrant's official MCP server: semantic memory for agents on a vector database, storing and retrieving by meaning
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An MCP memory server for trading agents: keeps decisions and outcomes with a tamper-evident SHA-256 journal
Official
On-premises RAG in containers with an MCP server: the agent searches your documents while data stays local
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.