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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

247afk Block Editor MCP Server

2

Enables AI assistants to read, build, and edit 247afk scripts in real-time through a local WebSocket bridge. It allows for live manipulation of block editor content directly within the browser.

MCP OpenAPI Connector

2

A unified MCP server that dynamically generates tools from any OAuth2-authenticated OpenAPI specification, allowing seamless interaction with external APIs via Claude Desktop.

sqlew

Validated
2

Automated ADR (Architecture Decision Records) for Claude Code - MCP server with SQL-backed decision repository

7 tools

rosetta-mcp

Needs Setup
2

A specialized MCP server for AI-powered Excel translations that preserves formatting, formulas, and data integrity using Claude AI.

Komodo MCP Server

Needs Setup
2

MCP server for Komodo - manage Docker containers, servers, stacks, and deployments via AI

Tuba Workflow

2

This MCP server bridges Tuba.ai computer vision workflows to AI assistants, allowing users to programmatically run vision pipelines, monitor status, retrieve results, and update block parameters.

5 tools

Obsidian iCloud

2

MCP (Model Context Protocol) Server. Connects Obsidian vaults stored in iCloud Drive to enable direct interaction with markdown notes and files through comprehensive search, reading, writing, and editing capabilities across multiple vaults.

Solana Metrics MCP Server

2

A specialized MCP server for Solana blockchain monitoring that analyzes InfluxDB metrics, categorizes them by hardware and network layers, and generates automated Grafana dashboards.

4 tools

OECD-Search

2

An MCP server providing access to comprehensive OECD statistical data via the SDMX API, enabling queries across economy, health, education, and environment datasets.

9 tools

SSH MCP Server

2

Enables remote command execution and file management over SSH and SFTP, supporting persistent connection storage and automated discovery for BinaryLane VPS servers.

MCP-Booster

2

MCP-Booster is a comprehensive development assistant providing continuous chain-of-thought reasoning (CoConuT) and corporate memory systems to automate task planning, code execution, and quality validation.

Online Kommentar

2

A specialized MCP server providing access to the Online Kommentar database for searching and retrieving Swiss legal commentaries in multiple languages.

2 tools

picoli-mcp

Needs Setup
2

MCP server for picoli.site - URL shortening and click analytics for AI agents

Berlin-Search-Service

2

A specialized MCP server providing access to over 1,000 Berlin administrative services, enabling users to search for public service information, requirements, fees, and appointment details.

4 tools

Register UZ MCP Server

2

A comprehensive MCP server providing access to the Slovak Registry of Financial Statements (RegisterUZ). It enables natural language searching of businesses, retrieval of balance sheets, income statements, and in-depth financial analysis of Slovak legal entities.

25 tools

Tea Rags MCP

2

A high-performance MCP server for semantic search and codebase indexing using the Qdrant vector database. It features optimized embedding pipelines, AST-aware chunking, and git metadata enrichment for fast, privacy-focused local or remote search.

Business Central MCP Server

2

A specialized MCP server for Microsoft Dynamics 365 Business Central that enables AI clients to manage customers, items, and sales orders through natural language.

5 tools

GitHub

2

A lightweight GitHub MCP server that enables AI agents to manage repositories, navigate file structures, create pull requests, and track issues via the GitHub API.

5 tools

Cloudera Machine Learning (CML) MCP Server

2

A standalone MCP server for Cloudera Machine Learning (CML) that enables automated management of data science projects, job scheduling, file operations, and ML runtime environments.

17 tools

EndNote Library Reader

2

An MCP server that enables programmatic access to EndNote .enl libraries, allowing users to list metadata, search references, and extract full text from attached PDFs.

4 tools

RSK MCP Server - Rootstock Blockchain Tools

2

A comprehensive MCP server for the Rootstock (RSK) blockchain that enables wallet management, secure token transfers, and advanced smart contract deployment, verification, and interaction.

7 tools

Gmail MCP Server

2

A robust Gmail integration for MCP that offers 25+ tools for AI-powered email categorization, advanced multi-criteria search, automated cleanup policies, and secure multi-format archival and export.

29 tools

appstore-connect

Needs Setup
2

MCP server for Apple's App Store Connect API. Manage apps, TestFlight, and more.

Slack Notification MCP Server

2

A Model Context Protocol server that dynamically creates tools to send rich-formatted Slack notifications to specific channels via webhooks.

3 tools

SSH MCP Server

2

An MCP server that enables AI assistants to execute shell commands and manage files on remote servers via SSH. It supports recursive directory uploads, archive extraction, and direct file creation from text content.

PubMed MCP Server

2

A comprehensive MCP server providing access to NCBI's PubMed database of 36+ million citations, enabling advanced searching, citation management, and full-text retrieval from PubMed Central.

16 tools

ai-mcp-server-client-fastmcp

2

A demonstration MCP server using FastMCP and LangChain to fetch and analyze stock market data via the YFinance library for AI agents.

3 tools

Abuse.ch

2

A unified threat intelligence MCP server that validates and correlates security data across MalwareBazaar, URLhaus, and ThreatFox for files, URLs, domains, and IPs.

4 tools

Granola MCP Server

2

Integrates Granola.ai meeting intelligence with MCP clients to provide direct access to meeting notes, transcripts, and workspace organization. It allows users to search and retrieve meeting content through natural language by leveraging existing Granola credentials.

Calorie-Tracking

2

A health-focused MCP server that enables users to track daily calorie intake, log meals, and generate nutritional reports through natural language interactions.

4 tools