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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

MetaTrader MCP

143

Enable AI LLMs to execute trades using MetaTrader 5 platform.

25 tools

ReActMCP

142

ReActMCP Web Search is an MCP server that provides real-time internet search capabilities using the Exa API, delivering results in Markdown format with summaries and publication dates.

2 tools

Scrapeless (Google Search)

142

A comprehensive MCP server providing Google search, Google Trends, and advanced cloud-based browser automation to navigate, interact with, and scrape dynamic web content.

20 tools

Zotero

142

A Zotero integration for MCP that enables users to list collections, retrieve item details, and search their citation library for research management.

5 tools

PubMed Searcher

142

A specialized MCP server for searching and analyzing scientific literature from PubMed, featuring advanced search capabilities, keyword trend analysis, and automated research report generation.

5 tools

postman-mcp-server

Needs Setup
140

A comprehensive MCP server that enables AI agents to manage Postman workspaces, collections, environments, and APIs, including advanced client code generation and workflow automation through the Postman API.

3 tools

notion-mcp-server

140

A robust Model Context Protocol server that translates natural language into Notion API actions for managing pages, blocks, databases, comments, and users.

5 tools

agentor

140

Agentor is a high-performance framework for building and deploying production-ready MCP servers and AI agents with a FastAPI-compatible decorator API (LiteMCP) and agent-to-agent communication protocols.

3 tools

PowerPoint

140

MCP (Model Context Protocol) Server. Create PowerPoint presentations leveraging TogetherAI image generation

10 tools

In-Memoria

140

A persistent memory infrastructure for AI coding assistants that analyzes codebases to learn patterns, architectural decisions, and conventions that persist across sessions.

13 tools

Solana Agent

140

A comprehensive MCP server that enables AI agents to interact with the Solana blockchain, supporting token deployment, NFT minting, asset transfers, and real-time market data retrieval.

11 tools

Stata

140

A robust MCP server that integrates Stata statistical software with AI-powered editors like VS Code and Cursor, allowing for automated data analysis, command execution, and real-time output processing.

1 tool

Obsidian Claude Code MCP Server

139

An Obsidian plugin that bridges the application with Claude Code and Claude Desktop, enabling AI to perform file operations and access vault context through WebSocket and HTTP/SSE protocols.

11 tools

SharpTools (Roslyn C# Analysis)

139

SharpTools is a Roslyn-powered MCP server that provides deep static analysis and surgical code modification for C# codebases. It features fuzzy FQN matching, automated Git-based versioning for edits, and advanced source resolution including decompilation and SourceLink.

21 tools

@him0/freee-mcp

139

An MCP server and Claude plugin that enables interaction with freee APIs for accounting, human resources, invoicing, and more. It provides secure OAuth 2.0 authentication and integrates detailed API reference skills to support tasks like creating invoices and managing company data through natural language.

MCP-X

138

A cross-platform desktop MCP host and client that allows users to manage multiple LLMs, integrate with various MCP servers (stdio/SSE), and utilize a local knowledge base for RAG.

eion

138

Eion is a shared memory and knowledge graph storage system that enables multi-agent systems to maintain persistent, searchable context across sessions using PostgreSQL and Neo4j.

8 tools

AgentQL

138

Enable AI agents to get structured data from unstructured web with AgentQL.

1 tool

mcp-server-starrocks

138

The official StarRocks MCP server enables AI assistants to directly interact with StarRocks databases through SQL execution, schema exploration, system monitoring, and automated data visualization using Plotly.

6 tools

task-orchestrator

137

A persistent memory and task management framework for AI coding assistants that prevents context pollution through hierarchical task tracking and summary-based context passing.

3 tools

Bilibili MCP Server

136

A comprehensive MCP server for interacting with Bilibili, providing tools to search videos, track trending rankings, fetch detailed video metadata, and access creator information or anime schedules.

5 tools

MemoryGraph

135

A graph-based memory layer for AI agents that enables persistent storage of patterns, relationships, and temporal knowledge across coding sessions using 8 different database backends.

6 tools

AI Develop Assistant

135

A specialized assistant for AI developers that automates the transition from vague ideas to structured technical architectures through guided requirement clarification and branch-aware project management.

12 tools

OpenAPI

135

A versatile MCP server proxy that dynamically converts REST API endpoints defined by OpenAPI specifications into callable MCP tools, supporting custom authentication and endpoint filtering.

5 tools

uaip

135

A framework and protocol for building verifiable, multi-stage agentic workflows that enforce state transitions and task order for autonomous AI agents.

9 tools

systemprompt-code-orchestrator

135

A robust MCP server that transforms your workstation into a remotely-accessible AI coding environment, orchestrating agents like Claude Code with real-time task management and state persistence.

7 tools

wa_llm

134

An AI-powered WhatsApp bot that monitors group conversations to provide intelligent summaries and context-aware responses using PostgreSQL and LLMs.

LM Studio

133

A Model Context Protocol bridge that enables Claude to interact with locally hosted LLMs through LM Studio, performing health checks, model listing, and private text generation.

4 tools

hayhooks

133

Hayhooks acts as a bridge to expose any Haystack pipeline or agent as an MCP tool, allowing custom AI workflows to be integrated directly into environments like Cursor and Claude Desktop.

4 tools

zettelkasten-mcp

133

An MCP server implementing the Zettelkasten methodology for creating and managing a bidirectional knowledge graph of atomic, markdown-based notes with AI assistance.

14 tools