search tools mcp

A node MCP server for controlling safari with an AI

Unofficial. Splunk MCP server. Implemented in Python and TypeScript/JS. Runs searches, queries Splunk, and outputs data as JSON, CSV, or Markdown for agentic LLM workflows. Includes guardrails for input SPL validation and output sanitization. SSE/stdio transport support. Deployment options: Stdio, local HTTP (SSE), or Docker.

APktool MCP

Remote MCP to run OpenCode on Sandboxes

MCP-B Examples - Browser-native Model Context Protocol implementations

MCP server for exposing tools powered by Yelp's data

Advanced MCP Server with AI-powered Limitless API features: natural time queries, meeting detection, action item extraction, daily summaries, and speaker analytics

OpenArchFlow is an open-source Progressive Web App designed for cloud architects, DevOps engineers, and developers. Generate interactive AWS architecture diagrams from natural language descriptions using AI, Large Language Models (LLMs), AI Agents, and AWS MCP (Model Context Protocol).

CLI tool designed to manage MCI (Model Context Interface) schemas and dynamically run MCP servers using defined MCI toolsets

Sample voice agent application based on Amazon Nova 2 Sonic and Amazon Kinesis Video Streams WebRTC service. It demonstrates the real-time audio streaming interaction between user and speech-to-speech model via WebRTC connection. It also supports tool use like RAG with Bedrock Knowledge Base, MCP servers, and Strands agent.

Automated testing for Model Context Protocol servers. Ship MCP Servers with confidence.

A Ruby implementation of the MCP server protocol for Neovim

A MCP server for DuckDB with auth and friendly sql support out of the box.

Structured CLI: browser-backed CLI and MCP adapter for Structured Web

Ultra Godot MCP ASL

Local MCP server that gives AI coding agents persistent, searchable memory of your codebase

Multi-agent orchestration framework for Python — turn any agent setup into a CLI or server.

mcp-tool-forge

FastAPI Skills manager to use with MCP capable agents

mcp-servers-for-revit — 80+ AI automation tools for Autodesk Revit via Model Context Protocol (Revit 2023-2026)

MCP aggregator gateway — lazy tool discovery, dual MCP+REST interfaces, dynamic server registration

Give AI full read-write access to Autodesk Revit. 705+ MCP endpoints. The first open-source AI-to-Revit bridge.

openclaw-mcp-plugin enables using mcp , remote streamable http