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AI & ML

Embeddings, Vector DBs, and machine learning tools

5,661 servers in this category

Instagram DM

146

Send DMs on Instagram via your LLM

22 tools

Any Chat Completions

145

Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more.

1 tool

Log Analyzer with CloudWatch Logs

145

MCP (Model Context Protocol) Server. Provides structured access to CloudWatch Logs data for searching, analyzing, and correlating logs across AWS services to help with troubleshooting and pattern identification.

decipher-research-agent

144

Turn topics, links, and files into AI-generated research notebooks — summarize, explore, and ask anything.

2 tools

OpenDataMCP

144

A unified platform and CLI for connecting LLMs to millions of public datasets from governments, NGOs, and companies through a modular provider system.

Defang

144

The Defang MCP server enables developers to build, test, and deploy Docker-based applications to the cloud directly from IDEs like Cursor and VS Code. It bridges local development with secure, scalable cloud infrastructure using a Model Context Protocol interface.

cursor-notebook-mcp

143

A specialized MCP server that enables AI agents to read, create, and manipulate Jupyter Notebook (.ipynb) files directly. It supports advanced operations like cell splitting, merging, and metadata editing, with native support for local and remote (SFTP) filesystems.

29 tools

@mcp-shark/mcp-shark

Failed
143

A unified monitoring and aggregation interface for MCP servers that provides real-time visibility, security scanning, and an interactive playground for testing tools and resources.

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

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

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

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

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

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

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

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

PowerPoint

140

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

10 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

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

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

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

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.

Serper Search and Scrape

133

An MCP server that provides powerful web search and scraping capabilities using the Serper API, enabling Claude to perform research and extract structured content from any webpage.

2 tools