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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

GDB-MCP

An MCP server that provides programmatic access to the GNU Debugger (GDB), enabling AI models to interact with GDB through natural language for debugging tasks.

PartnerCore

Enables AI assistants to perform Business Central AL development tasks including language server operations, container management, Git version control, and file system operations for professional BC development workflows.

MCP Local File Reader

A robust file system MCP server that enables reading and searching across multiple document formats including PDF, Office docs (Word, Excel, PowerPoint), and CSVs with automatic encoding detection.

7 tools

revit-mcp

A Model Context Protocol server that connects AI assistants like Claude and GitHub Copilot to Autodesk Revit, enabling automated BIM workflows, element management, and execution of generated code within project environments.

15 tools

SDK MCP Server

A specialized MCP server that provides AI assistants with indexed, searchable access to AI/ML SDK source code (like OpenAI and Google ADK) for deep technical analysis and cross-framework comparison.

13 tools

Deebo

Agentic debugging MCP server that helps AI coding agents delegate and fix hard bugs through isolated multi-agent hypothesis testing.

Linear

MCP (Model Context Protocol) Server. Bridges Linear's project management platform by retrieving user todo tickets via user ID or email, enabling seamless integration of project context into workflow tools.

1 tool

MCP Server for WinDbg Crash Analysis

Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote debugging through natural language queries, enabling execution of debugger commands and automated crash analysis.

DGIdb

This MCP server provides a bridge to the Drug Gene Interaction Database (DGIdb) GraphQL API, allowing users to query drug-gene interactions, gene categories, and drug attributes directly through AI clients.

Prometheus Alertmanager MCP Server

Enables interaction with Prometheus Alertmanager to retrieve, filter, and manage alerts and silences through natural language commands in Claude AI.

Voice MCP

A local MCP server for Claude Code enabling private, offline voice interactions through Whisper speech-to-text and Supertonic text-to-speech synthesis.

5 tools

Travel Amadeus MCP Server

A comprehensive Travel MCP server providing access to 50+ Amadeus APIs for flight and hotel booking, itinerary planning, transfer services, and travel intelligence analytics.

42 tools

Feyod

A server that answers questions about football matches, and specialised in the football club Feyenoord.

1 tool

FPE Demo MCP

FF3 Format Preserving Encryption with authentication patterns for secure data protection in LLM workflows.

2 tools

Redbee

Redbee MCP server that provides support for interacting with Redbee API.

37 tools

mcp-observability-server

MCP server for querying logs from observability platforms with unified search and tracing

HackBridge

An MCP server that connects AI clients to a Linux terminal for real-time automated penetration testing and CTF challenge solving. It enables AI models to execute terminal commands and interact with offensive security tools like Nmap, SQLMap, and Gobuster.

Exa Websets MCP Server

Enables AI assistants to create and manage content collections, perform web searches, and enhance data using Exa AI's websets capabilities with guided workflows for research and analysis.

Solana AI Terminal

Enables AI agents to interact with the Solana blockchain network, supporting documentation search, blockchain queries, wallet management, and cryptographic signing operations on Devnet and Testnet.

US Census Bureau Data

Query US Census Bureau data: demographics, economics, and housing statistics.

Notes MCP Server

Enables creating, managing, and searching Markdown notes with support for tags, timestamps, and full-text search. Includes AI prompts for analyzing and summarizing notes.

PDFSpark MCP

Convert HTML or URLs to PDF documents powered by Playwright

SuperiorAPIs

A dynamic MCP server that retrieves plugin definitions and OpenAPI schemas from SuperiorAPIs to auto-generate and register tools at runtime.

aidb

ServiceNow MCP Server

An implementation that enables Claude to connect to ServiceNow instances, allowing it to retrieve data and perform actions through the ServiceNow API.

QRMint MCP

Generate styled QR codes with colors, logos, frames, and batch support

mtasa-docs-mcp

A Model Context Protocol server that provides AI assistants with access to Multi Theft Auto: San Andreas documentation via vector similarity search and keyword expansion.

Reqable Capture Reader MCP Server

Enables AI assistants to query, filter, and analyze local HTTP capture records and REST API test data from the Reqable tool. It provides read-only access to inspect request/response details, headers, and statistics through natural language.

Gloria AI

Real-time curated crypto news for AI agents with sentiment, recaps, and search.

erpyai-netsuite-mcp