MCP servers

Google Image Search MCP

Virul360/google-image-search-mcp

This MCP (Model Context Protocol) server provides Google Image Search functionality through the SerpAPI. It allows AI assistants to search for images and analyze the results to find the most relevant ones based on specific criteria.

A server for the EOSC Data Commons project MatchMaker service, providing natural language search over open-access datasets. It exposes an HTTP POST endpoint and supports the Model Context Protocol (MCP) to help users discover datasets and tools via a Large Language Model–assisted search.

This is an MCP (Model Context Protocol) server designed to interact with Daft.ie, primarily for searching rental properties via web scraping. This is an independent, open-source project and is not affiliated with, endorsed, or sponsored by Daft.ie. This tool is provided for educational and experimental purposes only.

A Model Context Protocol (MCP) server for the AlsoAsked API, providing access to Google's "People Also Ask" data for SEO research and content optimization.

This repository contains Model Context Protocol (MCP) servers that provide various tools and capabilities for AI models. It was mainly done to have small examples to show for LocalAI, but works as well with any MCP client.

MCP Servers Slack Extension

motsuo373/mcp-servers-slack-extension

An extension of the Slack MCP server that enables Claude to interact with Slack workspaces and provides custom features, including tools such as message search.

A comprehensive Model Context Protocol (MCP) server that combines the power of ugrep and ast-grep philosophies to deliver intelligent search and replace capabilities for modern development workflows.

Semantic Context MCP

damian-pramparo/semantic-context-mcp

A powerful Model Context Protocol (MCP) server for semantic code search with shared vector database. Supports both OpenAI and Ollama for embeddings, and can index local projects or Git repositories.

A Model Context Protocol (MCP) server for the Google Programmable Search Engine (PSE) API. This server exposes tools for searching the web with Google Custom Search engine, making them accessible to MCP-compatible clients such as VSCode, Copilot, and Claude Desktop.

Gemini DeepSearch MCP is an automated research agent that leverages Google Gemini models and Google Search to perform deep, multi-step web research. It generates sophisticated queries, synthesizes information from search results, identifies knowledge gaps, and produces high-quality, citation-rich answers.

The Searchcraft MCP Server provides a suite of tools for managing your Searchcraft cluster's Documents, Indexes, Federations, Access Keys, and Analytics.

MCP Server Dlya Poiska Fajlov Na Diske

Fekdaz/MCP_SERVER

python mcp_server.py C:\Users\KARABOGAZGOLULTRA\AppData GitHubDesktop.

An intelligent news search MCP server that supports automatic switching between multiple APIs and quota management, providing multilingual news retrieval.

An MCP (Model Context Protocol) server that provides tools for searching and fetching openly-licensed images from Openverse.

Nexus is a Model Context Protocol (MCP) server that provides AI-powered search functionality through the OpenRouter API. It integrates with MCP-compatible clients including Claude Desktop and Cursor, providing search capabilities via multiple model families including Perplexity Sonar (real-time web search) and Grok 4 (training-data knowledge).

Godot Docs MCP

nuskey8/godot-docs-mcp

Godot Docs MCP is an MCP server specialized for searching the Godot documentation site. By using this, AI Agents can retrieve necessary information from the latest documentation.

Transform any documentation site into a searchable code database - CodeDox crawls documentation websites, intelligently extracts code snippets with context, and provides lightning-fast search via PostgreSQL full-text search and MCP (Model Context Protocol) integration for AI assistants.

MCP Getweb

ivan-mezentsev/mcp-getweb

A Model Context Protocol (MCP) server that provides web search and content extraction capabilities.

paperclip

matsjfunke/paperclip

Paperclip is a Model Context Protocol (MCP) server that enables searching and retrieving research papers from Arxiv, the Open Science Framework (OSF) API, and OpenAlex.

open-websearch provides an MCP server, CLI, and local daemon, and can also be paired with skill-guided agent workflows for live web search and content retrieval without API keys.

A Model Context Protocol (MCP) server that provides AI-enhanced code search capabilities using Sourcegraph.

Airbnb

domoteek/mcp-server-airbnb

Serveur MCP pour rechercher des annonces Airbnb et obtenir les détails des logements. Fournit des liens directs vers les annonces Airbnb dans les résultats de recherche.

welcome to rag-mcp, a project that answers the age-old question, "what if we took a perfectly good idea—retrieval-augmented generation—and made it so complicated it becomes a monument to our own hubris?" it's a model context protocol (mcp) server that slings text embeddings around like a coked-up short-stop, using postgresql and the pgvector extension because, honestly, who needs simplicity?

A comprehensive Desktop Extension for searching Airbnb listings with advanced filtering capabilities and detailed property information retrieval. Built as a Model Context Protocol (MCP) server packaged in the Desktop Extension (DXT) format for easy installation and use with compatible AI applications.