MCP servers

Microsoft's utility and MCP server that turn PDF, Word, Excel, PowerPoint, HTML and other files into Markdown for models

Official Firecrawl MCP server: web search, page scraping to Markdown, site crawling and in-page actions

Official Apify MCP server: the agent runs ready-made Apify Store scrapers for social media, maps, search and shops

Perplexity's official MCP server: web search, quick answers, reasoning and deep research through the Perplexity API

Official Tavily MCP server: real-time web search, page content extraction, site mapping and crawling

Brave's official MCP server: web, news, image, video and place search plus extracted page content for model context

Official ClickHouse MCP server: the agent lists databases and tables and runs SQL, read-only by default

Jina AI's official remote MCP server: pages to Markdown, web search, arXiv, reranking and embeddings

Hugging Face's official MCP server: Hub search and Gradio apps from Spaces as agent tools

Zep's Graphiti MCP server: long-term agent memory as a time-aware knowledge graph on FalkorDB or Neo4j

An MCP server to create and edit Excel files without Microsoft Office: formulas, formatting, charts, pivot tables

An MCP server that turns PDF, DOCX, XLSX, PPTX, images, audio, web pages and YouTube transcripts into Markdown

Qdrant's official MCP server: semantic memory for agents on a vector database, storing and retrieving by meaning

Web search via DuckDuckGo and page reading for the agent with no API keys, with built-in rate limiting

An MCP server built on Docling: converts PDFs into structured documents, builds new ones and feeds them to RAG

The official MCP server for the Chroma vector database: collections, documents, semantic and full-text search

An MCP server for SQL analytics on DuckDB: local files, in-memory databases, S3-hosted databases and MotherDuck

Kagi's official MCP server: web, news, video and image search, plus page extraction to Markdown

An MCP server for Prometheus: the agent runs PromQL queries, discovers metrics and checks scrape targets

Mapbox's official MCP server: geocoding, place search, routing, isochrones, in-chat maps and offline geo calculations

Apache Doris's official read-only MCP server: catalogs, queries, cluster diagnostics, search and lineage

Official Zilliz MCP server: the agent runs vector and text search and manages collections and data in Milvus

Official Alpha Vantage MCP server: quotes, historical series, indicators and company data

Official AgentQL MCP server: extracts structured data from a web page based on a field description