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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

mie

4

Persistent memory graph for AI agents. Facts, decisions, entities, and relationships that survive across sessions, tools, and providers. MCP server — works with Claude, Cursor, ChatGPT, and any MCP client.

Bayesian Monte Carlo Tree Search

4

MCP (Model Context Protocol) Server. Provides a Bayesian Monte Carlo Tree Search engine for systematic exploration of different angles and interpretations, balancing exploration versus exploitation through probabilistic approaches that evolve through multiple iterations.

19 tools

OpenAI

4

MCP (Model Context Protocol) Server. Integrates with OpenAI's API to enable direct querying of various language models, supporting efficient text generation and question answering tasks.

1 tool

MCP Math Server

4

A Mathematical Computation Protocol server providing 286 mathematical functions across multiple domains with flexible transport options (STDIO/HTTP) and streaming capabilities.

Typesense Candidate Search

4

MCP (Model Context Protocol) Server. Integrates with Typesense search to enable natural language queries for candidate profiles and resumes with powerful filtering, sorting, and grouping capabilities for recruitment workflows.

1 tool

URL Fetcher

4

MCP (Model Context Protocol) Server. Enables fetching and processing content from URLs in various formats including HTML, JSON, Markdown, and plain text, with specialized tools for each format type and automatic content type detection for web research and data retrieval tasks.

7 tools

WebSearch

4

A privacy-focused MCP server for parallel web searching, social media lookup, and web archive retrieval with built-in caching and result sanitization.

6 tools

bitbucket-automatic-pr-reviewer

4

🤖 Automated PR reviews using Claude CLI with Bitbucket webhooks. Features sequential processing, MCP integration, Prometheus metrics, and secure webhook validation. Perfect for teams wanting AI-powered code reviews without API costs.

Bitcoin-MCP-Server

4

The first MCP Server dedicated to Bitcoin ecosystem

MCP-Swarm

4

Universal AI Agent Coordination Platform — 54 smart tools for multi-agent teamwork

European Parliament MCP Server

4

Model Context Protocol Server for European Parliament Open Data Providing AI assistants with structured access to parliamentary datasets and OSINT Intelligence Capabilities

agoragentic

Validated
4

Agent-to-agent marketplace. Browse, invoke, and pay for AI services in USDC on Base.

10 tools

yfinance MCP Server

4

A specialized MCP server that provides real-time financial data, enabling LLMs to fetch current prices and latest news for stocks and cryptocurrencies via the yfinance API.

2 tools

ai-context-bridge

Failed
4

CLI + MCP server for AI context portability. Save, search, and switch context across Claude, Cursor, Copilot, Codex, Windsurf, and 6 more AI coding tools.

Oraichain Blockchain

4

MCP (Model Context Protocol) Server. Enables AI interaction with the Oraichain blockchain for querying wallet balances, executing transactions, and retrieving blockchain data through a TypeScript implementation using CosmJS and Server-Sent Events.

macOS GUI Control MCP

4

A comprehensive macOS automation server that enables AI models to control mouse, keyboard, and windows, capture screen data, and execute shell or AppleScript commands with built-in safety filters against destructive operations.

19 tools

NocoDB MCP Server

4

A comprehensive MCP server that enables AI agents to manage NocoDB databases through full CRUD operations, schema management, advanced querying, and file attachment handling.

25 tools

Digikala MCP Server

4

A specialized MCP server for intelligent product discovery on Digikala, providing bilingual search optimization, Iranian currency handling (Toomans), and semantic search for fashion items.

5 tools

SharePoint MCP Server

4

A comprehensive MCP server that enables browsing and interacting with Microsoft SharePoint sites, allowing users to search files, list document libraries, and retrieve document content via the Microsoft Graph API.

6 tools

MCP PDF

4

A robust PDF intelligence platform offering over 40 tools for AI-powered text extraction, table analysis, OCR, and document health assessment. It features multi-library fallbacks for high reliability and supports direct processing of web-based PDFs via URL.

23 tools

Imagenx MCP Server

4

A comprehensive AI-powered multimedia server for generating and processing images and videos using providers like Doubao and Aliyun. It supports text-to-media generation, detailed image editing, and visual content analysis through the Model Context Protocol.

13 tools

Prompt Ops MCP

4

A specialized MCP server that employs meta-prompting techniques and a two-turn workflow to transform basic instructions into high-quality, structured prompts for LLMs.

1 tool

Perplexica MCP Server

4

Enables AI-powered specialized searches via a local Perplexica instance, supporting diverse focus modes like academic, web, and social media search with conversation history.

2 tools

e-Gov Law MCP Server

4

A high-performance MCP server for the Japanese e-Gov Law API, featuring intelligent abbreviation recognition, batch processing, and a multi-tier caching system for efficient legal research.

8 tools

Google Tasks MCP Server

4

A Google Tasks MCP server that allows AI assistants to manage task lists, including creating, searching, updating, and clearing tasks via OAuth2 authentication.

par5-mcp

4

A workflow automation server that enables parallel execution of shell commands and AI coding agents across customizable lists of items with real-time streaming output.

7 tools

Nano Banana MCP Server

4

A specialized MCP server for Google Gemini Flash 2.5 that enables text-to-image generation, natural language image editing, and multi-image composition with built-in batch processing.

2 tools

gitstandup

Validated
4

Generate daily standup notes from git commits across multiple repositories with AI summaries.

4 tools

rakitui-ai

4

🎨 Intelligent UI component design selection tool built on Model Context Protocol (MCP). Compare 3 designs with automatic CSS framework detection, adaptive layouts, and real-time selection. Perfect for design systems and A/B testing.

1 tool

ros2_medkit_mcp

4

MCP server for ros2_medkit. Bridge LLM agents to the SOVD REST API for ROS 2 diagnostics and remote operations.