An MCP server that turns PDF, DOCX, XLSX, PPTX, images, audio, web pages and YouTube transcripts into Markdown
MCP servers
Qdrant MCP Server
mcp-server-qdrant
Qdrant's official MCP server: semantic memory for agents on a vector database, storing and retrieving by meaning
Datalayer's MCP server for Jupyter: the agent opens notebooks, edits cells and runs code in a live JupyterLab session
Neo4j Labs MCP servers: Cypher queries on a graph, graph memory for agents, Aura management and data modeling
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
DuckDB / MotherDuck MCP Server
DuckDB / MotherDuck Local MCP Server
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
An MCP server for Airtable: the agent inspects base schemas, searches, creates, updates and deletes records, and handles fields and comments
Skills and an MCP server for options traders: quotes, technical analysis, Greeks, spreads, scanners and Interactive Brokers portfolio
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
A 1C external data processor with MCP and REST API: queries, metadata, event log and code execution without changing the configuration
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
An MCP server for analyzing large 1C codebases with less context: the agent runs scripts server-side and gets only a compact result
Official AgentQL MCP server: extracts structured data from a web page based on a field description
Official SerpApi MCP server: the agent gets results from Google, Bing, YouTube, Amazon and other engines as JSON or Markdown
Confluent MCP server for Kafka: topics, messages, Flink SQL, Schema Registry and connectors
Official Oxylabs MCP server: page scraping with JS rendering, Google and Amazon results, an AI crawler
Official Pinecone MCP server: documentation search, index creation, record upserts and search from your agent
Buyer-side Ozon MCP server: product search, product pages with prices and stock, customer reviews
An MCP server for Yandex Direct, Metrika, Wordstat and Webmaster: campaigns, ads, bids, reports and keyword research from chat
A free MCP server for a working 1C infobase: the agent reads data from plain requests and gets the metadata structure of any configuration