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SMMS_Semantic-Map-MCP-Server

The repository SMMS creates an MCP server for instance-level semantic maps and provides a series of functional modules for 3D instance objects in semantic maps.

Serena

a powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & Agno integration)

awsome-kali-MCPServers

awsome kali MCPServers is a set of MCP servers tailored for Kali Linux, designed to empower AI Agents in reverse engineering and security testing. It offers flexible network analysis, target sniffing,

Wren Engine

🤖 The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents 🔥

YouTube MCP: AI-Powered Solution for Enhanced YouTube Experience 🚀

YouTube MCP Server is an AI-powered solution designed to revolutionize your YouTube experience. It empowers users to search for YouTube videos, retrieve detailed transcripts, and perform semantic sear

CyberMCP - Cybersecurity API Testing with MCP

CyberMCP is a Model Context Protocol (MCP) server designed for testing backend APIs for security vulnerabilities. It provides a set of specialized tools and resources that can be used by LLMs to ident

Wren

🎓 Semantic Scholar MCP Server

🔍 This project implements a Model Context Protocol (MCP) server for interacting with the Semantic Scholar API. It provides tools for searching papers, retrieving paper and author details, and fetching

YouTube MCP Server

YouTube MCP Server is an AI-powered solution designed to revolutionize your YouTube experience. It empowers users to search for YouTube videos, retrieve detailed transcripts, and perform semantic sear

MCP Server: Elasticsearch semantic search tool

Mirror of

Qdrant Retrieve MCP Server

MCP server for semantic search with Qdrant vector database

dbt Semantic Layer MCP Server

Mirror of

Venice AI Image Generator MCP Server

testing mcp-server functionality venice and gemini (images)

memory-mcp-server

A long-term memory storage system for LLMs using the Model Context Protocol (MCP) standard. This system helps LLMs remember the context of work done over the entire history of a project, even across m

MCP Server: Elasticsearch semantic search tool

MCP server to search up-to-date elasticsearch docs

Weather App

Example MCP server implementation for weather data with testing and pre-commit setup

Coder DB - AI Memory Enhancement System

An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code patterns with semantic search capabilities, quality

dbt Semantic Layer MCP Server

MCP Server for querying DBT Semantic Layer

Model Context Provider (MCP) for Penetration Testing

An MCP server for pentesting. Contributors wanted!

Snowflake Cube Server

MCP Server for Interacting with Cube Semantic Layers

MCP Memory Server with Qdrant Persistence

MCP server providing a knowledge graph implementation with semantic search capabilities powered by Qdrant vector database

Bio-Agents MCP

MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), with Ollama client for local testing.

Semantic Scholar MCP Server

Mirror of

Semantic Scholar API MCP server

MCP server for Semantic Scholar to search for papers