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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

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.

lightbrush-booking-agent-mcp

ClickUp MCP Server

Enables AI assistants to interact with ClickUp tasks, analyze workflows, update statuses, manage custom fields, and add comments through the ClickUp API with built-in rate limiting and type safety.

error-debugging-mcp-server

A production-ready MCP server for multi-language error detection and deep AI-powered analysis, supporting real-time monitoring of build, runtime, and linter errors.

2 tools

Expense Tracker MCP Server

A SQLite-backed expense management server that allows users to add, list, and total expenses through natural language using FastMCP and LLM integration.

3 tools

Plex MCP Account Finder

Connects to multiple Plex accounts to perform fuzzy searches for users across servers by email, username, or display name, and generates authentication tokens for new account access.

MCP-KAIpany

Official Feishu/Lark OpenAPI MCP server providing a comprehensive toolkit for AI Agents to interact with messaging, documents, calendars, tasks, and Bitable data tables within the Feishu/Lark ecosystem.

31 tools

claude-faf-mcp

Validated

MCP server for .faf format. Context scoring engine with project context management.

21 tools

Lichess MCP

Enables natural language interaction with Lichess chess platform to play games, analyze positions, manage challenges and tournaments, and interact with other players through Claude Desktop.

Nexus MCP Server

A comprehensive MCP server for interacting with the Nexus Project Delivery Platform, enabling AI assistants to manage projects, bug tracking, milestones, and product concepts.

20 tools

MCP LLMS-TXT Documentation Server

Provides controlled access to llms.txt documentation files through MCP tools, allowing AI assistants to fetch and read documentation from user-approved domains with full audit visibility of tool calls and context retrieval.

Context Processor

Intelligent context management with configurable pre-processing strategies (clarify, analyze, search, fetch) for enhancing content clarity, searchability, and metadata extraction.

6 tools

Scantool - File Scanner MCP

Analyzes source code structure across multiple languages using tree-sitter, extracting classes, functions, methods, and metadata with precise line numbers for efficient codebase exploration and AI-assisted development.

Opinion.trade MCP Server

A decentralized prediction market interface for Opinion.trade on BNB Chain, offering both read-only market data access and authenticated trading capabilities including order management and position tracking.

13 tools

MCP OpenProject Server

Enables AI assistants to manage projects through OpenProject's API, providing complete project management capabilities including work packages, tasks, and team collaboration features.

Decent Sampler Drums

MCP (Model Context Protocol) Server. Integrates with DecentSampler to generate drum kit configurations by analyzing WAV samples and creating XML-based presets with velocity layers and muting groups.

5 tools

BinDiff MCP Tool

Enables binary comparison capabilities by leveraging IDA Pro and BinDiff to analyze similarities and differences between files. Users can perform automated function analysis to identify changed functions and compare original binaries against patched versions.

Docsmith MCP

Enables processing of Excel, Word, and PDF documents through reading, writing, and metadata extraction. It leverages a secure Pyodide WebAssembly environment to handle document parsing with support for paginated results.

Context7 MCP Clone

A documentation-focused MCP server that provides AI models with version-specific library documentation, code snippets, and identifier resolution across various software ecosystems.

2 tools

mcp

An AI-powered workflow automation platform that integrates n8n with the Model Context Protocol to build and run workflows based on natural language descriptions.

Meta Ads MCP

Enables AI-powered analysis, management, and optimization of Meta advertising campaigns across Facebook and Instagram, including performance insights, budget optimization, and creative testing.

Remote MCP Server Authless

A deployable MCP server on Cloudflare Workers that doesn't require authentication, allowing users to create and use custom AI tools through the Model Context Protocol.

gmail-mcp-server

A Model Context Protocol server that integrates with Gmail to enable automated email sending capabilities through the Google Gmail API.

1 tool