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

Official Exa MCP server: web search, reading pages as Markdown and multi-step research via Exa Agent

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

An MCP server and skills from TigerData that help agents write PostgreSQL schemas and queries from current docs and practices

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

A context database for agents: cross-session memory, documents and skills in one viking:// file tree, reachable through MCP and hooks

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

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

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