MCP servers

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

Connects an agent to a running Next.js 16+ dev server: errors, routes, logs and docs for your installed version

SonarSource's official MCP server: quality and security issues, quality gates and code analysis from SonarQube Server and Cloud

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

Datadog's official managed MCP server: logs, metrics, traces and incidents right in your agent

The official DataLens MCP server from the development team: turns the public DataLens API into three gateway tools instead of hundreds of separate MCP tools

A Yandex Metrika MCP server generated from the API spec: 108 methods, 10 tools declared by default, transparent filters and response metadata

DaData official MCP: an agent looks up companies by tax ID, standardizes addresses and identifies a domain or email owner

MWS TeamStream's official MCP: an agent finds recordings by meaning and reads transcripts and summaries right from AI tools

Yandex Wiki official MCP: an agent searches and reads knowledge base pages, builds summaries and creates new pages on behalf of the employee

A global intelligence MCP server: news, geopolitical risk, markets and infrastructure exposed as agent tools

Local code graph for agents: an MCP server returns entry points, symbol links and change impact in one call

A self-hosted trend and news monitor with an MCP server: hot-topic aggregation, RSS and smart alerts

An MCP server that builds a code graph of functions, classes, calls and routes and answers the agent's structural queries locally

The official Reactive Resume MCP server and skill: the agent builds and edits resumes and runs a job application tracker

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

Translates scientific PDFs while keeping formulas, tables and layout intact, as a CLI, Docker image and MCP server for agents

Local code structure graph: builds a repository map with tree-sitter and serves the assistant only the context a change actually touches over MCP

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

Long-term memory for agents: a remote MCP server, plugins for Claude Code, Cursor and Codex, and an API for your own apps

MCP tools and a CLI for a 3D building editor: the agent creates, inspects and edits architectural scenes

An MCP server that keeps large tool output out of the agent's context window and stores session memory in SQLite

An open MCP server and agent skill set for SEO: keyword research, competitors, backlinks and site audits powered by DataForSEO