AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
CTP MCP Server
A specialized developer tool for generating production-ready code, definitions, and tests for the ConveniencePro Tool Protocol (CTP) using natural language descriptions.
Jina AI Remote MCP Server
Provides access to Jina AI's web reading, search, embeddings, and reranking capabilities. Enables URL content extraction, web/arXiv/image search, document deduplication, and relevance ranking through natural language.
AI-Driven Remediation Testing
Orchestrates end-to-end testing of AI-powered incident remediation workflows through declarative YAML scenarios, fault injection, AI response evaluation, and automated command execution with comprehensive reporting.
gRNAde MCP Server
A specialized bioinformatics MCP server for RNA design and analysis, offering geometric deep learning tools for inverse design, secondary structure analysis, and long-running batch processing with a job management system.
Jesse MCP Server
An MCP server that exposes the Jesse algorithmic trading framework's capabilities to LLM agents for backtesting, optimization, and risk analysis. It provides 32 specialized tools for managing trading strategies and performing comprehensive market simulations via the Jesse REST API.
Slack MCP Server
Enables comprehensive Slack workspace integration through AI assistants, allowing users to manage channels, send messages, upload files, search conversations, and interact with users through natural language commands.
Weather MCP Server
A Model Context Protocol server that enables users to fetch weather forecasts through Cursor AI by using natural language queries.
gdb-MCP-Server
A specialized MCP server that enables AI agents to compile and execute C++ code via OnlineGDB, specifically designed for solving competitive programming and data structure problems.
EdgarTools MCP
Enables LLMs to download, parse, and analyze SEC EDGAR filings, including 10-K/Q reports, XBRL financial statements, and insider trading data. It provides structured access to institutional holdings, corporate events, and financial facts for comprehensive investment research.
Unmarkdown MCP Server
Connects AI assistants to the Unmarkdown API to convert markdown into styled documents for platforms like Google Docs, Word, and Slack. It also enables users to create, manage, and publish documents to shareable public URLs directly within their workspace.
Monad MCP Server
A Model Context Protocol server that enables AI models to interact with the Monad testnet for checking token balances, sending transactions, and deploying smart contracts.
bachai-yt-api
A comprehensive MCP server providing deep integration with YouTube search, video metadata, transcripts, channel analytics, and community features via the Yt Api.
Gumroad MCP Server
Enables AI assistants to access Gumroad sales data, subscription information, and product details through the Gumroad API for managing your digital products business.
ghidraMCP
An Model Context Protocol server that enables LLMs to autonomously reverse engineer applications by exposing Ghidra's decompilation and analysis tools. It allows AI agents to list code structures, rename methods, and analyze binaries directly through MCP-compatible clients.
Hacker News Reader MCP Server
Fetches Hacker News discussion threads and linked article content in LLM-optimized markdown format, enabling natural language analysis of HN posts and their conversations.
OpenClaw MCP Server
Enables delegation of immediate conversational messages and long-running background tasks to OpenClaw agents. It allows users to spawn research or monitoring tasks, check execution status, and manage active agent sessions within MCP-compatible clients.
better-memory-mcp
A persistent memory system that builds a local knowledge graph to store entities, relationships, and observations. It features advanced search logic, graph traversal capabilities like shortest-path finding, and specialized filtering for technical debt and documentation.
Proxmox SSH MCP Server
An MCP server that allows AI assistants to manage Proxmox hosts via SSH, featuring built-in safety filters to prevent destructive operations.
Memex Targeted Search Server
A specialized MCP server that provides targeted search capabilities across Memex conversation history and local project files using smart context management and faceted filtering.
@ainativekit/devtools
A development environment for building and testing ChatGPT Apps that simulates the production window.openai API environment locally. It provides interactive controls for theme switching, viewport simulation, and state testing through a React-based development container.
formio-mcp
A robust MCP server that allows AI assistants to manage Form.io projects, including capabilities to create, update, and preview form schemas with built-in safety guardrails.
Gemini MCP Server
An MCP server implementation that allows using Google's Gemini AI models (specifically Gemini 1.5 Pro) through Claude or other MCP clients via the Model Context Protocol.
mcp-server
A specialized MCP server for Macroforge that facilitates documentation retrieval, macro expansion, and TypeScript code validation for @derive decorators.
getmailer-mcp
A comprehensive MCP server for GetMailer that enables AI assistants to send transactional emails, manage templates, verify domains, and track delivery analytics.
growth-hacker-mcp
An MCP server designed for marketers and creators to automate viral content creation, Twitter thread formatting, and sales copy auditing.
AI-Counsel
True deliberative consensus MCP server where AI models debate and refine positions across multiple rounds
Rubber Duck MCP
A specialized tool that implements rubber duck debugging for AI-powered IDEs, facilitating step-by-step reasoning and problem-solving through externalized self-explanation.
Workflows-MCP
Enables AI agents to discover, load, and execute organized 'Agent Skills' consisting of Python scripts, instructions, and reference materials using progressive disclosure.
mcp-melotts
An MCP server that provides High-quality Text-to-Speech capabilities using MeloTTS, featuring automatic long-text segmentation and lossless audio stitching with ffmpeg.
railway-mcp-server-v2
A comprehensive MCP server for managing Railway infrastructure, allowing users to control projects, services, deployments, and environment variables directly through LLMs.