AI & ML

A comprehensive MCP server providing unified access to multiple search providers including Tavily, Perplexity, Kagi, Jina AI, Brave, Exa AI, and Firecrawl. It offers advanced web search, AI-generated responses, content extraction, and fact-checking capabilities through a single interface.

A toolset for technical marketing professionals to generate product value maps, SEO metadata, and perform content audits using Open Strategy Partners' methodologies.

Search the web using Kagi's search API

Docker-ready MCP server for Home Assistant with entity management, domain summaries, automation support, and guided conversations. Includes pre-built container images for easy installation.

DeepContext is a symbol-aware semantic search MCP server that enables coding agents to navigate large TypeScript and Python codebases using AST-based parsing and hybrid vector search.

A versatile Java AI framework that supports MCP (Model Context Protocol), LLM integration, RAG, and function calling. It enables building MCP servers, clients, and proxies compatible with Java 8 through 25, including support for streaming and SSE endpoints.

A gateway server that provides dynamic search and execution capabilities for all tools available on the ACI.dev platform, as well as direct access to specified application tools.

A semantic search and retrieval server that enables AI models to discover and load specialized coding skills (bioinformatics, cheminformatics, and more) using vector similarity and Anthropic's Agent Skills framework.

The Apollo MCP Server allows AI agents to interact with GraphQL APIs by dynamically exposing GraphQL operations as standardized MCP tools.

The Anytype MCP Server enables AI assistants to interact with the Anytype local-first wiki via natural language, allowing users to manage spaces, objects, and knowledge bases through automated tools generated from Anytype's OpenAPI specification.

An MCP server for high-quality document translation across 11 languages and AI-powered academic literature searching specifically optimized for PubMed.

A RAG-based MCP server that enables AI assistants to search, index, and retrieve documentation in real-time using a Qdrant vector database.

An MCP server that integrates Google's latest Gemini AI models, providing text generation, image analysis, and advanced reasoning capabilities directly within development environments.

A persistent memory system that uses semantic search and AI embeddings to provide long-term recall and session continuity across different AI agents.

MCP Server For Apache Doris, an MPP-based real-time data warehouse.

A security-focused proxy for the Model Context Protocol that monitors and intercepts tool calls to protect AI applications from malicious traffic and attacks.

An MCP server that enables parallel Google searches using Playwright with intelligent CAPTCHA detection and browser state persistence to bypass anti-bot measures.

ChatMCP is a cross-platform desktop GUI that acts as a client for the Model Context Protocol, allowing users to connect and interact with various MCP servers and LLMs through a unified interface.

A specialized MCP server that exposes common software development prompt templates as modular tools, supporting dynamic parameters for code review, documentation, and refactoring.

Search, add, and update Todoist tasks, projects, sections, comments, and more.

A reliability-focused agent framework that integrates Model Context Protocol (MCP) to manage trusted workflows with verification layers and multi-agent task distribution.

A specialized MCP server that fetches up-to-date Rust crate documentation, generates embeddings for semantic search, and uses LLMs to provide accurate context for specific crate APIs.

Provides comprehensive financial market data from Massive.com, including real-time and historical stock aggregates, trades, quotes, and market snapshots. It allows LLMs to access global market status, ticker news, and fundamental financial data through a structured API interface.

A Model Context Protocol Server to add, edit, and search videos with Video Jungle.

A bridge that connects Claude Code with Google's Gemini AI, allowing users to perform code reviews, brainstorm ideas, and ask general questions directly through MCP tools.

An MCP server designed for AI assistants to integrate with EpicWeb and EpicReact workshop environments, providing structured access to exercises, steps, and workshop content.

MCP server implementation that provides Elasticsearch interaction.

MCPBench is an evaluation framework designed to benchmark MCP servers across web search, database query, and GAIA tasks, measuring accuracy, latency, and token consumption.

Server to interact with Firebase services including Firebase Authentication, Firestore, and Firebase Storage.

A lightweight Model Context Protocol (MCP) server that connects AI assistants to the WeatherAPI to retrieve real-time weather information for specified cities.