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Enables semantic search of project documentation using hybrid vector and full-text search with fast and deep query modes for immediate results or complex multi-round synthesis.

Search, rank, and compare 500K+ AI models from 13+ platforms with VRAM and license constraints

A local-first, no-API-key MCP server that enables LLMs to search the web, fetch pages, and read documents using multiple engines and smart fallbacks.

A standalone MCP server that enables research (web search, URL fetch, news), workspace management (file operations, command execution), and self-extension via markdown-based skills.

A Python MCP server that allows programmatic interaction to find torrents programmatically on YggTorrent and La Cale.

A fund knowledge base server based on Model Context Protocol (MCP), providing query and retrieval functions of fund-related knowledge, and supporting multiple deployment modes and protocols.

Enables interaction with Futurama quotes through Claude Desktop by connecting to the Futurama Quote Machine API. Supports getting random quotes, searching by character, adding new quotes, editing existing ones, and managing the quote collection through natural language.

Enables Claude to maintain persistent memory across conversations using a local knowledge graph with fuzzy search capabilities, allowing it to remember and recall information about users, relationships, and context.

Provides access to Singapore's data.gov.sg government datasets and collections, enabling search, metadata retrieval, and dataset downloads through the CKAN datastore API.

Provides programmatic access to GameMaker Language (GML) documentation through MCP tools for function lookup, documentation search, and comprehensive coding guidance. Includes built-in GameMaker documentation with no additional setup required.

Provides standardized access to Hong Kong stock market data and professional research reports, including broker insights and company notices. It enables intelligent searching, batch queries, and preset analysis templates for market sentiment and investment logic.

Search bills and speaker-attributed hearing transcripts across all 50 US state legislatures.

An MCP server providing direct access to gdb-multiarch for debugging Nintendo Switch executables on Yuzu or hardware via a GDB stub. It features specialized tools for offset-based breakpoints, instruction patching, and frame-pointer backtraces relative to the game's base address.

AI-controlled browser farm — run N isolated Chromium instances with 36 MCP tools for device emulation, screenshots, network/geolocation simulation, and diagnostics. Cross-platform: Windows GUI + headed/headless on Linux/macOS.

Enables users to search and fetch Google's Gemini API documentation directly within an MCP-compliant environment. It provides structured access to guides and references for features like function calling, embeddings, and text generation.

An MCP server that enables AI models to perform Google Web searches using the Gemini API, complete with citations and grounding metadata for accurate information retrieval. It is compatible with Claude Desktop and other MCP clients for real-time web access.

Generate high-quality images from text descriptions using Google's Imagen 4.0 models with multiple quality variants, flexible aspect ratios, and local file storage.

Enables multi-turn conversations with Google Gemini AI models, supporting file and image analysis, automatic model selection, deep thinking mode, and Google Search integration through the AIStudioProxyAPI backend.

Gemini MCP Server Chatbot

A chatbot powered by Gemini Flash 1.5 utilising Model Context Protocol for doing Multipurpose communication

A research proxy that lets Claude, Cursor, and other MCP clients utilize Gemini's generous free tier for deep codebase analysis without burning your main model's quota!