1,236 published MCP servers in this category · page 10 of 21 · all categories
MCP server for Liongard — inspectors, environments, metrics, detections, and timeline data.
284 real-time data tools across 59 domains for AI agents via MCP. Finance, options, crypto, FMCSA, sanctions, federal courts, weather, vehicles
LiveNX Network Observability MCP Server
A TypeScript MCP server that gives text-only LLMs image understanding through StepFun vision models.
MCP server that connects AI agents to LLM Conveyors — run Job Hunter, B2B Sales, and other AI agents from Claude, Cursor, or any MCP client
Open-source API gateway for AI providers. Logs every request with token counts and dollar costs.
LLM Observability & Orchestration Agent
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith
LLM Observability & Orchestration Agent (Langchain)
LLM Observability & Orchestration Agent (LangChain Community)
LLM Orchestration Agent (Opentelemetry Api)
LLM Orchestration Agent (Opentelemetry Instrumentation Fastapi)
LLM Orchestration Observability Agent
llmprobe is a CLI tool for LLM serving reliability. It probes hosted APIs or OpenAI-compatible inference servers, then reports the metrics that
MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.
Loadster is a cloud load testing and monitoring platform. Its built-in Model Context Protocol (MCP) server lets AI agents like Claude, ChatGPT, Codex, Cursor, and VS Code write and play load test…
Austin & Travis County civic and real-estate data in plain English — active MLS listings, TCAD tax/appraisal, permits, zoning, crime, 311, schools
MCP for monitoring local application logs with real-time tailing, error tracking, and log search capabilities.
Model Context Protocol server for Local SEO Data. Gives AI assistants access to 42 local SEO tools -- SERP tracking, review monitoring, keyword research, AI visibility scoring, geogrid scans, and…
Reduces log files for AI consumption — 50-90% token reduction via 18 deterministic transforms.
Connect AI coding tools to LogClaw incidents, logs, and anomaly detections.
Provides access to OpenTelemetry traces and metrics through Logfire.
Read the logs, metrics, and traces of the app you are editing, from the Loggerhead Mac app.
A local-first log sink that turns your coding agent into a runtime companion.
MCP server for querying Loki logs via logcli
Read-only Grafana Loki for AI agents: label discovery, bounded LogQL queries, counts, exports
Governed AI-agent memory, Evidence Ledger traces, evals, and portable context tools.
Turn any YouTube video, article, PDF, or image into a reusable Claude Code skill — without leaving your editor.
Read-only access to a Lumin project's logs, metrics, uptime checks, alerts and infrastructure.
AI-powered SRE observability for Kubernetes/OpenShift with 40+ Tekton debugging tools
YouTube Data API v3 + Analytics API MCP server — full channel management for AI agents
MCP (Model Context Protocol) server for macOS Digital Forensics and Incident Response (DFIR).
# MacOS Resource Monitor MCP Server [](https://archestra.ai/
Quantum-finance market metrics for AI agents, computed by the Black Belt Labs engine.
Interact with Mailgun API.
Open agentic-web datasets: Agent Trust Index, MCP stats, incident timeline. Read-only, CC-BY-4.0.
Competitor Meta ads intelligence reports. List plans, create orders, Stripe checkout for humans.
A Python-based management system for Model Context Protocol (MCP) servers that automatically wraps stdio-based servers with Supergateway to expose
Trademark search, monitoring and conflict research across 30+ registers, with provenance.
Search Marktplaats and 2dehands: listings, sellers, categories and new-listing monitoring.
MCP server to run MATLAB code from LLM via the Matlab Engine API.
Mattermost MCP server to enable Claude to interact with Mattermost Workspaces
Mattermost MCP Server
MCP server for indexing local Maven repository
It's a remote, hosted server — nothing to install or run. Add this to your MCP client config and set MAXOPERF_API_KEY (create one in the console → Settings → API keys):
SQL pipeline observability and DBT integration monitor.
mcp client for Go (Golang). Integrate multiple Model Context Protocol (MCP) servers
A Model Context Protocol (MCP) server for Uptime Kuma version 2.
FFmpeg MCP server
MCP Server of Agribalyse API
Fetch MCP server
A production-grade TypeScript template for scalable MCP servers with built-in observability.
A comprehensive MCP (Model Context Protocol) server providing OpenStack cluster management and monitoring capabilities with built-in safety controls.
MCP Server for VictoriaTraces. Provides integration with VictoriaTraces API and documentation
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
Unified MCP server for the eleven Kinetic Gain Protocol Suite specs — 63 governance tools.
Automate Apache Ambari operations with AI/LLM: Natural language commands for Hadoop cluster management, service control, configuration monitoring
You are working with the MCP MySQL Operations Server, a powerful tool that provides comprehensive MySQL database monitoring and analysis capabilities
MCP-PostgreSQL-Ops is a professional MCP server for PostgreSQL database operations, monitoring, and management. Supports PostgreSQL 12-17 with
Datadog MCP Server