"Creating an MCP server with API integration" matching MCP servers:

• 

  Log Analyzer with MCPofficial

  awslabs

  A

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.

  Last updated 2026-07-16

  167

  Apache 2.0

• Cloud Monitoring API Server

  ag2-mcp-servers

  F

  license

  -

  quality

  D

  maintenance

  An MCP server that provides access to Google Cloud Monitoring API, enabling interaction with cloud resources monitoring data through natural language commands.

  Last updated 2025-07-16

• MCP-Ambari-API

  call518

  A

  license

  A

  quality

  A

  maintenance

  Manage and monitor Hadoop clusters via Apache Ambari API, enabling service operations, configuration changes, status checks, and request tracking through a unified MCP interface for simplified administration. * Guide: https://call518.medium.com/llm-based-ambari-control-via-mcp-8668a2b5ffb9

  Last updated 2026-07-16

  30

  1

  MIT

• API Health Check MCP Server

  eiabhiram

  F

  license

  B

  quality

  D

  maintenance

  Monitors API endpoint health by checking availability, measuring response times, and providing detailed status reports with error handling and timeout protection for the localhost:8080/api/ticket endpoint.

  Last updated 2025-11-28

  1

• MCP Server with SSE

  Fuglys

  A

  license

  -

  quality

  -

  maintenance

  Enables real-time data streaming through Server-Sent Events with timestamp broadcasting and server monitoring capabilities. Optimized for deployment on Render.com with health checks and status endpoints.

  Last updated 2025-10-26

  283

• AI Admin API MCP Server

  Amaretto-Software-Labs

  A

  license

  -

  quality

  A

  maintenance

  A read-only MCP server for querying AI provider administration APIs, providing normalized usage, cost, and dashboard data for OpenAI and Anthropic.

  Last updated 2026-06-22

  14

  MIT

• LLM API Benchmark MCP Server

  Yoosu-L

  A

  license

  -

  quality

  -

  maintenance

  Enables benchmarking of Large Language Model APIs by measuring performance metrics such as generation throughput, prompt throughput, and Time To First Token (TTFT) with configurable concurrency levels and parameters.

  Last updated 2025-06-26

  1

• depscan-api

  robcqm-bot

  F

  license

  -

  quality

  D

  maintenance

  Dependency health checker for AI agent skills. Analyzes external endpoints for uptime, SSL validity, domain reputation, ownership changes, and abuse scores. Returns a 0-100 trust score per endpoint.

  Last updated 2026-03-02

• Voice Quality API

  Gomess8

  F

  license

  -

  quality

  B

  maintenance

  Measure the network path quality to a voice/VoIP destination and get an estimated MOS (ITU-T G.107 E-model) plus live RTT, jitter, and packet loss. Agent-native: REST + MCP, free tier then pay-per-call via x402.

  Last updated 2026-07-02

• API-Central

  secure-ssid

  A

  license

  A

  quality

  A

  maintenance

  Enables conversational automation of HPE Aruba Central network operations through Claude Code. Provides 88 tools across monitoring, configuration, and operations domains for device migration, SSID management, switch provisioning, and GreenLake Platform integration.

  Last updated 2026-07-27

  16

  3

  MIT
• 

  SupplyMaven API Proofficial

  SupplyMaven-SCR

  F

  license

  A

  quality

  C

  maintenance

  Real-time supply chain risk intelligence with 25 tools: Global Disruption Index, Manufacturing Index, commodity prices, port congestion, border delays, chokepoints, air cargo, trade policy, energy, rail, freight, economic indicators, predictive signals, and AI intelligence briefs.

  Last updated 2026-06-25

  34

  1

• API Status Check MCP Server

  shibley

  A

  license

  C

  quality

  C

  maintenance

  Monitor the real-time status of 200+ popular APIs and services. Check if services like GitHub, Stripe, AWS, and Slack are experiencing outages or degraded performance directly from your AI assistant.

  Last updated 2026-02-26

  5

  4

  1

  MIT

• PsUtil MCP Server

  BenedatLLC

  A

  license

  -

  quality

  D

  maintenance

  Provides tools for obtaining system CPU and memory statistics through FastAPI endpoints exposed via MCP.

  Last updated 2025-06-09

  4

  Apache 2.0

• UISP API MCP Server

  sevaepsteyn

  A

  license

  -

  quality

  D

  maintenance

  Enables interaction with Ubiquiti UISP API for managing network devices, sites, and monitoring through dynamically generated read-only tools.

  Last updated 2026-01-21

  1

  MIT

• Google Analytics Data API MCP

  eno-graph

  A

  license

  -

  quality

  C

  maintenance

  Provides an interface to access Google Analytics Data API through Model Context Protocol (MCP), allowing users to retrieve reports and realtime data from Google Analytics 4 properties.

  Last updated 2025-03-24

  3,617

  7

  MIT

• MCP Server - VMS Integration

  jyjune

  A

  license

  -

  quality

  F

  maintenance

  Enables interaction with CCTV recording systems (VMS) to retrieve live and recorded video streams, control cameras with PTZ presets, and manage playback dialogs for specific channels and timestamps.

  Last updated 2026-03-27

  16

  MIT

• Snyk MCP Server

  mattjlee

  F

  license

  -

  quality

  D

  maintenance

  An MCP server that interfaces with the Snyk API to retrieve KPI data for your organization.

  Last updated 2026-01-11

• zabbix-mcp-server

  mpeirone

  A

  license

  A

  quality

  C

  maintenance

  🔌 Complete MCP server for Zabbix integration - Connect AI assistants to Zabbix monitoring with 40+ tools for hosts, items, triggers, templates, problems, and more. Features read-only mode and comprehensive API coverage.

  Last updated 2026-05-10

  3

  236

  GPL 3.0

• Metrx MCP Server

  metrxbots

  A

  license

  A

  quality

  C

  maintenance

  An MCP server for Metrx — provides tools for construction, healthcare, logistics, manufacturing, and legal mid-market businesses to query and analyze their operational data via AI.

  Last updated 2026-05-29

  23

  106

  2

  MIT

• IT Glue MCP Server

  ddonathan

  F

  license

  A

  quality

  -

  maintenance

  An MCP server that enables LLMs to interact with IT Glue documentation, including organizations, configurations, passwords, and flexible assets. It provides tools for listing, creating, and updating managed service provider (MSP) data through the IT Glue API.

  Last updated 2026-01-28

  31