MCP servers

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

An MCP server for an Obsidian vault: read, search and precisely edit notes, sections, frontmatter and tags

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

Baidu Maps' official MCP server: geocoding, place search, routes, weather and traffic, focused on China

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

Svelte's official MCP server and plugin: current docs, component autofixing and Svelte 5 skills

Postman's official MCP server: workspaces, collections, specs and environments straight from your agent

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 Meilisearch MCP server: indexes, documents, search, relevancy settings and API keys from an agent chat

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

Official Docker MCP server: image search, tags, repositories and Docker Hardened Images on Docker Hub

A SQLite code index with MCP tools for search, call graphs and metadata, including 1C dumps from Designer and EDT

Official Oxylabs MCP server: page scraping with JS rendering, Google and Amazon results, an AI crawler

A Neo4j graph of 1C configuration metadata and code with MCP tools, a web console and a built-in search agent

Official Buildkite MCP server: pipelines, builds, jobs, logs and test results for the agent

Yandex's official MCP server for web search via Yandex Search API: results with sources and a generative answer

MCP server for the Lineai platform (formerly CodeLogic): impact analysis of code and database changes from a dependency graph

Node.js MCP server for SQLite databases that runs via npx, no Python or uvx needed