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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

MCP Server for Notion

Enables AI agents to search, create, and manage Notion pages and databases through the Model Context Protocol. It features file-based operations and response extraction to optimize token usage and context efficiency.

Discord MCP Server

Enables interaction with Discord through the Model Context Protocol, providing access to all Discord features like channels, messages, threads, reactions, and roles. Supports secure Discord bot operations with rate limiting, caching, and comprehensive API coverage for OpenAI, LangChain, and other MCP clients.

Unified Salesforce Documentation MCP Server

Enables LLMs to scrape, index, and search modern and legacy Salesforce documentation by piercing complex Shadow DOM and iframe structures. It supports hierarchical spidering of entire guides and local RAG capabilities using a SQLite database for offline querying.

DocketBird MCP Server

Enables searching and downloading court documents, listing cases, and retrieving case details via the DocketBird API. It supports secure OAuth 2.0 authentication for remote access and a standard local mode for personal use.

sdamgia-mcp-server

MCP server for СДАМ ГИА educational platform - search and retrieve problems, tests, and solutions

@htetoowaiyan/colors-mcp-server

A simple color utility MCP server for frontend developers — convert, mix, adjust, and analyze colors.

@schilling.mark.a/software-methodology

Comprehensive software development methodology from product strategy through production deployment. Eleven skills covering Business Model Canvas, UX research, story mapping, BDD/ATDD, clean code, CI/CD, and continuous improvement.

skill-forge-mcp

MCP server for staged access to the Agent Skill creation process document

Cloaked Agent

Trustless spending accounts for AI agents on Solana with on-chain enforced limits.

lgpd-mcp

MCP Server para conformidade LGPD. Ferramentas de bases legais, consentimento, PIA e políticas.

Unity MCP Server

MCP server for Unity: project info, build scenes, agent docs. No Unity Editor. Cursor, Claude.

endnote-mcp

Search, cite, and read PDFs from your EndNote library in Claude Desktop

voidmob-mcp

Mobile proxies, SMS verifications, and global eSIM data plans for AI agents.

WebPeel

Fetch any web page as clean, AI-ready markdown with smart HTTP-to-browser escalation.

codebase-context-mcp

Codebase indexing and search via WASM tree-sitter. Works on ARM64 and x86_64.

zerodust

Sweep native gas tokens to exactly zero across 25+ EVM chains via AI agents.

ChromaDB MCP Server

Enables GitHub Copilot to query local ChromaDB instances to retrieve relevant documents and context for AI conversations. It allows users to search vector collections using natural language tools directly within VS Code.

Synthetic Search MCP Server

Provides privacy-focused web search capabilities with zero-data-retention for MCP-enabled applications. It allows users to execute search queries and retrieve ranked results using the Synthetic Search API.

ATEM MCP Server

Enables natural language control of Blackmagic ATEM video switchers via the Model Context Protocol. It allows users to manage camera switching, transitions, audio mixing, macros, and streaming operations through AI assistants.

Noleemits Vision Builder MCP

Connects Claude Desktop to WordPress sites to manage Elementor pages, Gutenberg content, and Rank Math SEO settings. It enables users to create styled pages, manage section layouts, and perform content updates through natural language commands.

Saiten MCP Server

Automates the evaluation of GitHub hackathon submissions by providing tools to collect issue data, apply scoring rubrics, and generate ranking reports. It enables a multi-agent system to manage scoring consistency, statistical outlier detection, and feedback generation through the GitHub CLI.

mcp-hashline-edit-server

Provides hashline-based file editing using line-addressed edits and content hashes for integrity verification. It enables LLMs to perform precise file modifications while ensuring edits are rejected if the file content has changed since the last read.

OneMap MCP Server

Provides comprehensive access to Singapore's OneMap APIs, enabling AI assistants to perform location searches, routing, and coordinate conversions. It features over 35 tools for accessing thematic layers, population statistics, and public transport data.

Volkern MCP Server

Integrates Volkern CRM with AI agents to manage leads, schedule appointments, and handle tasks through natural language. It enables users to interact with CRM data, send WhatsApp messages, and track interactions directly within MCP-compatible clients.

speclib-mcp

An MCP server that enables AI agents to search, discover, and retrieve technical specifications from a SpecLib instance. It provides tools for full-text search, scope listing, and reading specs as markdown content.

ide-output-reader-mcp

Model Context Protocol (MCP) server for reading IDE output, test results, and linter problems. Integrates with Cursor, VS Code, and other IDEs for AI-assisted development.

manasx

Enterprise code governance and AI audit platform. Detects AI drift, enforces organizational standards, and audits AI-generated code with continuous monitoring.

DigiKey MCP Server

Provides access to the DigiKey Product Search API v4, allowing users to search for electronic components and retrieve detailed product specifications. It supports keyword searches, pricing inquiries, manufacturer lookups, and access to technical datasheets.

Stock Research MCP Server

Provides comprehensive stock intelligence and technical analysis by integrating Alpha Vantage and Finnhub data. It enables users to generate detailed research reports and retrieve real-time market metrics, indicators, and news sentiment.

@icogenie/mcp

MCP server for IcoGenie - Enable AI agents to generate icons programmatically