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AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.
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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…
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…
Fetch (Mozilla Readability)
Integrates Mozilla's Readability algorithm to extract and transform webpage content into clean, LLM-optimized Markdown.
Readability (Fetch & Parse)
Extracts and transforms webpage content into clean, LLM-optimized Markdown by removing non-essential elements while preserving key metadata.
Emojikey (via Supabase)
Integrates with Supabase to persist and retrieve LLM interaction styles using emojikeys, enabling consistent personalized experiences across conversations.
Browser Use
Enables AI assistants to interact with web browsers through a FastAPI server for web browsing, content extraction, and automation tasks with configurable LLM…
Telnet MCP Server
A secure telnet client for LLM applications, designed for defensive security analysis of network devices.
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…
ATTENTION: LLM-GENERATED CODE
Exposes LimeSurvey Remote API functionality as MCP tools.
Mcp Agentbay
# Wuying AgentBay MCP Server English | [中文](README_zh.md) [](https://opensource.org/licenses…
Siri Shortcuts
Integrates with macOS Shortcuts to dynamically expose and execute user-defined automation workflows through generated tools.
Toolkit (System Utilities)
Provides system utilities and tools like IP geolocation, network diagnostics, system monitoring, crypto operations, and QR code generation.
Vibe Coder (AI-Assisted Development)
Provides AI-assisted development tools for semantic routing, code generation, refactoring, and project management with intelligent request handling and…
Development Automation Server
Provides a development automation server with modular architecture for fetching web content, accessing documentation, analyzing project structure, and…
Mcp Nomad
A Go-based MCP server for managing HashiCorp Nomad resources, including jobs, deployments, nodes, and cluster operations.
Oriel
Drive Docker and Colima from an AI. A safety-gated MCP server for containers, images, volumes, networks, and Compose, with secret masking and a…
Advanced Keycloak Mcp Server
Administer Keycloak by managing users, realms, roles, and other resources through an LLM interface.
Genieacs Mcp
MCP server that exposes GenieACS TR-069 ACS instances to LLMs for device management, firmware downloads, and parameter reads
Steadybit MCP Server
Interact with the Steadybit platform to run chaos engineering experiments.
NEXUS AI
DeepSeek API for AI agents. Cost-effective LLM inference via MCP protocol. Built by an agent, for agents.
Schwab
The Schwab Model Context Protocol (MCP) Server connects your Schwab account to LLM-based applications (like Claude Desktop or other MCP clients), allowing them…
Render MCP
MCP server for managing services on Render.com
Miro
Create and manage content on Miro whiteboards.