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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Tavily Search

A Model Context Protocol server that integrates with the Tavily API to provide advanced web search and fact-checking capabilities for real-time information retrieval.

Exa Websets MCP Server

Enables creation and management of AI-powered web entity collections (companies, people, research papers) with automated search, data enrichment, monitoring, and verification through Exa's Websets API.

BLT-MCP

Provides AI agents with structured access to the OWASP Bug Logging Tool (BLT) ecosystem for logging bugs, triaging issues, and managing security workflows. It enables actions like submitting vulnerabilities, tracking contributor leaderboards, and awarding gamified bacon points through a unified interface.

Mock Data Generator

A tool for generating realistic mock data such as personal identities and corporate details using Faker.js, designed to assist in testing and development workflows.

Blog Publisher

MCP (Model Context Protocol) Server. Enables AI assistants to publish blog content to external platforms through a Python-based server with standard and local execution modes for automated content publishing workflows.

Exa Search

A Model Context Protocol server that integrates the Exa AI Search API, allowing AI assistants to perform real-time, structured web searches and retrieve formatted content snippets.

1 tool

Gateway

A unified gateway MCP server that connects AI assistants to multiple specialized services and HTTP APIs for dynamic tool discovery and interaction.

Pyppeteer Browser Automation

An MCP server that enables AI assistants to automate web browsing using Pyppeteer, supporting navigation, interaction, and page capture.

Hugging Face Spaces

Connects Claude Desktop to Hugging Face Spaces by automatically discovering Gradio endpoints and exposing them as tools for image, audio, and text processing.

Hacker News

A lightweight MCP server that enables AI models to search and retrieve top-ranking stories and discussions directly from Hacker News.

1 tool

mcp-memory

A RAG-based persistent memory server built on Cloudflare Workers that enables AI agents to store and retrieve user preferences and context across conversations using vector search.

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.

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.

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.

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.

34 tools

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.

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.

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.

4 tools

Weather MCP Server

A Model Context Protocol server that enables users to fetch weather forecasts through Cursor AI by using natural language queries.

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.

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.

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.

12 tools

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.

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.

5 tools

lkx-mcp

A versatile utility MCP server providing specialized tools for weather alerts, GitHub repository analysis, Chinese ID card verification, and hardware/software identification.

5 tools

Parquet MCP Server

A comprehensive data management MCP server for Parquet files featuring full CRUD operations, schema evolution, and high-efficiency audit logging with rollback capabilities. It also supports semantic search through OpenAI embeddings and provides detailed file statistics for structured data analysis.

14 tools

Cloudflare Playwright MCP

A server that enables AI assistants to control a browser through tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.

gmail-mcp-server

A Gmail MCP server that retrieves and parses email receipts, offering specialized parsers for food delivery services like Swiggy and advanced search capabilities.

3 tools

WhatsApp MCP Stream

An MCP server that enables interaction with WhatsApp using the Baileys library and Streamable HTTP transport. It supports managing contacts, chats, and messages, while providing a web admin UI for QR code authentication and media handling.

Notes MCP Server

A local note-taking server that provides intelligent management of markdown files through hybrid keyword and AI-powered semantic search. It enables users to create, find, and retrieve notes using advanced indexing, vector embeddings, and a built-in web viewer.