Prometheus MCP
Expose Prometheus monitoring tools to an LLM for querying and analysis.
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Intaris
Guardrails service for AI agents. Default-deny tool call evaluation with LLM safety analysis, priority-ordered decision matrix, and human-in-the-loop…
llmprobe
Probe LLM API endpoints and report health metrics including time to first token, latency, and throughput. Check single models or run full config-based health…
MCP Reticle
Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM and MCP servers in real-time, with zero latency overhead. Stop debugging blind…
Metrx MCP Server
Track AI agent costs, detect waste, optimize models, and prove ROI. 23 MCP tools for LLM cost tracking, provider arbitrage, budget enforcement, and revenue…
milo-usage-forecaster
MCP server that predicts your monthly LLM spend from local Claude Code / Cursor / Codex logs. Forecasts end-of-month $, ranks spike drivers, warns before…
mcp-ssh-sre
An MCP server providing read-only server monitoring tools to AI assistants. Runs predefined diagnostic commands over SSH and passes only the results to the LLM…
Rails PG Extras MCP
An MCP interface for the rails-pg-extras gem, providing PostgreSQL metadata and performance analysis through LLM prompts.
bash-vet-mcp
MCP server that vets LLM-emitted shell commands BEFORE execution. 30 detection rules across destructive file ops, package managers, system, database, git…
vibops-mcp
GPU infrastructure control plane + per-agent LLM FinOps. 74 tools. Deploy, scale, track cost per agent, enforce budgets. MIT license.
Grey Swan
Provides a MongoDB-integrated platform for systematically documenting and analyzing AI safety challenges, tracking LLM vulnerabilities through detailed thread…
Mcp Remote Ssh
MCP server giving AI agents full SSH access with secret-safe environment variable injection. Supports persistent sessions, structured command execution, SFTP…
ATLAS
A task management system for LLM agents to manage projects, tasks, and knowledge using a Neo4j database for complex workflow automation.
Comet Opik
Query and analyze your [Opik](https://github.com/comet-ml/opik) logs, traces, prompts and all other telemtry data from your LLMs in natural language.
CLI MCP Server
A secure MCP server for executing controlled command-line operations with comprehensive security features.
Siri Shortcuts
Integrates with macOS Shortcuts to dynamically expose and execute user-defined automation workflows through generated tools.
Gemini
Integrates Google's Gemini AI models enabling real-time response streaming and LLM processing capabilities.
mcp-shell 🐚
Execute secure shell commands from AI assistants and other MCP clients, with configurable security settings.
Chroma
Integrates with Chroma vector database to enable collection management, document operations, and vector search capabilities for knowledge bases and…
NASA MCP Server
A Model Context Protocol (MCP) server for NASA APIs, providing a standardized interface for AI models to interact with NASA's vast array of data sources.
Daipendency (Public API docs)
Extracts public API documentation from a library and outputs it in an LLM-friendly format.
Mcp Nomad
A Go-based MCP server for managing HashiCorp Nomad resources, including jobs, deployments, nodes, and cluster operations.
Metoro
Query and interact with kubernetes environments monitored by Metoro
Miro
Create and manage content on Miro whiteboards.