120,735 servers from the official registry, GitHub and npm. Filter by category, transport and language.
Diagnoses broken XAMPP and WAMP stacks by analyzing running processes, listening ports, and error logs to identify port conflicts and service crashes.
$claude mcp add localhost-doctor -- uvx localhost-doctor
Enables AI clients to perform read-only investigations of Apache NiFi flows, trace data provenance, and draft reviewable flow definitions.
$claude mcp add nifimcp -- uvx nifimcp-server
Provides 17 tools to monitor, diagnose, and manage Apache HTTP Server operations through diagnostics, log analysis, and health probes.
$claude mcp add apache-aiops -- uvx apache-aiops
Provides AI agents with persistent memory using hybrid vector search, full-text retrieval, and a knowledge graph backed by PostgreSQL.
Allows LLMs to manage Kafka clusters, including topic administration, consumer group offset management, message production/consumption, and JMX monitoring.
Enables AI agents to manage and inspect Apache Ambari Hadoop clusters through natural language commands.
Diagnose consumer lag, monitor broker health, and inspect topic details using operational experience-based logic.
$claude mcp add kafka-mcp-server -- uvx kafka-dataops-mcpAllows AI clients to inspect and operate Apache Airflow workflows using natural language via the Airflow REST API.
Allows an AI client to execute commands on Linux via SSH and Windows via RDP/WinRM, and manage Guacamole connections, users, and permissions.
Lets an AI client design, validate, and deploy Apache Airflow DAGs using a visual canvas or natural language prompts.
Enables AI agents to query SQL databases using a semantic layer to understand table meanings, metrics, and relationships.
Provides managed Apache Iceberg tables and data infrastructure for AI agents to query, load, and manage data via SQL and files.
Open-source legal knowledge + data layer для российского права. 145 AI skills + 8 MCP-интеграций с госреестрами (pravo.gov.ru, ЕГРЮЛ, kad.arbitr, ЕФРСБ, Роспатент, Росреестр, госзакупки). Apache 2.0.
An MCP server for Apache Doris & VeloDB
Open-source web search API for AI agents. Tavily-compatible. Apache 2.0, self-hostable on Cloudflare Workers. 10× cheaper.
Animica — post-quantum (ML-DSA-65) proof-of-work Layer-1 blockchain by Alexander Lehman: Python smart contracts, ANM-native L2 rollup, mining pool, free OpenAI-compatible AI API, x402 pay-per-call agent APIs, MCP server.
Open-source, local-first memory for AI coding agents. Decisions, attempts and working context that survive across sessions. MCP-native, Apache-2.0, free to self-host.
An MCP server 🚀 for MonkDB, licensed under Apache 2.0 📜
A comprehensive Model Context Protocol (MCP) server for Apache Kafka operations. Enables seamless Kafka cluster management through Claude Desktop and other MCP clients with support for topics, messages, consumer groups,
A production-ready Model Context Protocol (MCP) server for Apache Kafka. Features Information Flow Control (IFC) sandboxing, granular namespace isolation, and strict bounded buffers to securely bridge autonomous AI agent