MCP servers

21st.dev MCP server and plugin: search ready React/Tailwind components and logos and generate UI from your agent

A community Playwright MCP server: browser automation, screenshots, device emulation and test code generation

A Unity plugin with an MCP server, skills and CLI: the agent drives scenes, assets, scripts and tests in the Unity Editor

A Dagger MCP server that gives each agent its own container and git branch for safe parallel work

Long-term agent memory in local Markdown files with a link graph, semantic search and MCP access

A local codebase index for agents: hybrid search, dependency graphs and change impact analysis

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

Neo4j Labs MCP servers: Cypher queries on a graph, graph memory for agents, Aura management and data modeling

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

Google's MCP server for deploying apps to Cloud Run from an agent, with service listing and log reading

An MCP server for Argo CD: applications, resource trees, logs, events, sync and resource actions

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

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

Apollo's MCP server: turns chosen GraphQL operations into tools the agent uses to work with your API

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

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

Google Cloud's MCP server and Gemini CLI extension for GKE clusters: resources, logs, deploys, costs and upgrade risks

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

An MCP server for Linear: issues, projects, cycles, milestones, documents and project updates via the GraphQL API

Official DigitalOcean MCP server: App Platform, droplets, databases, Kubernetes, networking and storage through an agent