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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Entscheidsuche

2

MCP (Model Context Protocol) Server. Integrates with entscheidsuche.ch to provide access to Swiss court decisions through tools for searching legal documents, retrieving content, and listing courts by canton for legal research and analysis.

3 tools

UploadThing

2

A Node.js based MCP server that bridges AI assistants with UploadThing cloud storage, enabling secure file uploads via local paths or URLs using token authentication.

Thales CDSP CRDP MCP Server

2

A Model Context Protocol (MCP) server that allows interacting with the CipherTrust RestFul Data Protection (CRDP) data protection service.

7 tools

QAnon

2

MCP (Model Context Protocol) Server. Enables access to QAnon drops for sociological research.

8 tools

Steel Puppeteer

2

MCP (Model Context Protocol) Server. Integrates AI with web browsers through Puppeteer and Steel's automation platform, enabling complex web tasks, data scraping, and workflow automation.

9 tools

Contentful

2

MCP (Model Context Protocol) Server. Enables Claude to directly interact with Contentful CMS data by providing tools to fetch content types and entries, supporting content exploration, metadata analysis, and dynamic content querying.

Manticore Search

2

A Manticore Search integration for MCP that enables full-text search, document CRUD operations, and cluster management through AI assistants.

12 tools

Omilia Cloud Platform

2

The Omilia MCP server provides a comprehensive toolset for managing Omilia Cloud Platform components, including miniapps, Orchestrator app canvases, dialog logs, and environment variables.

10 tools

Teamtailor

2

MCP (Model Context Protocol) Server. Enables AI to interact with the Teamtailor recruitment platform for candidate discovery, filtering, and detailed information retrieval through authenticated API access.

2 tools

Apple Notes

2

MCP (Model Context Protocol) Server. Integrates with Apple Notes to enable listing, searching, creating, and indexing notes using semantic and full-text search capabilities, leveraging LanceDB for efficient data storage and on-device embeddings for natural language interactions.

5 tools

TrueRAG Compliance Policies

2

MCP (Model Context Protocol) Server. Integrates with a TrueRAG GraphQL API to provide state-specific policy information for legal compliance checks, analysis, and regulatory guidance.

Playwright Plus

2

MCP (Model Context Protocol) Server. Enables web automation with Playwright for browsing, form filling, screenshot capture, and JavaScript execution, plus a simple note storage system for content extraction and manipulation.

8 tools

MeshSeeks

2

A multi-agent mesh network server that orchestrates specialized coding agents in parallel to solve complex programming tasks with intelligent dependency management and real-time status monitoring.

7 tools

NLSQL

2

A Node.js MCP server that enables natural language interaction with SQLite, PostgreSQL, and MySQL databases using OpenAI and multi-agent systems for schema analysis and safe query execution.

10 tools

Outscraper

2

MCP (Model Context Protocol) Server. Integrates with Outscraper's data extraction services to provide Google Maps business search, review extraction, photo retrieval, directions planning, web and news search, app store analysis, and domain contact discovery for market research and business intelligence workflows.

2 tools

Etherscan

2

A Go-based MCP server that integrates with Etherscan API V2, providing access to real-time blockchain data, contract ABIs, gas prices, and transaction histories across 50+ chains.

19 tools

Topolograph MCP

2

A MCP server that enables LLMs to interact with OSPF and IS - IS protocols and analyze network topologies, query network events, and perform path calculations for OSPF and IS-IS protocols.

10 tools

YARD Documentation

2

A specialized MCP server for querying Ruby gem documentation via YARD, allowing agents to explore class hierarchies, retrieve source code, and perform fuzzy searches across installed gems.

11 tools

Roblox Studio Bridge

2

A bridge between Roblox Studio and external systems that enables real-time manipulation of game objects and Luau code execution through a Node.js server and Lua plugin.

Malware Analyzer

2

MCP (Model Context Protocol) Server. Provides specialized terminal access to common malware analysis tools like 'strings', 'file', 'hexdump', and 'objdump' with parameter validation and timeout handling for security researchers analyzing suspicious files.

7 tools

Bing Search

2

MCP (Model Context Protocol) Server. Integrates with Bing Search API to collect, parse, and analyze search data.

Oracle Cloud Infrastructure (OCI)

2

- Python MCP server for OCI infrastructure (Compute, Autonomous Database, Object Storage). Read-heavy by default with safe instance actions (start/stop/reset). Includes Claude Desktop config and `.env` compartment scoping.

8 tools

GitHub Enterprise

2

MCP (Model Context Protocol) Server. Integrates with GitHub's API to enable natural language-driven repository management, code manipulation, and issue tracking for streamlined development workflows.

26 tools

Géoportail

2

A specialized MCP server that provides LLMs with direct access to French national geographic data (IGN Géoplateforme), enabling accurate geocoding, altitude lookups, cadastral analysis, and WFS vector data exploration.

10 tools

CodeCompass

2

CodeCompass is an enterprise-grade MCP server that integrates GitHub repository analysis with OpenRouter AI models for deep architectural insights, automated code reviews, and codebase modernization.

13 tools

DS Core Open API

2

A comprehensive MCP server suite providing AI-ready access to DS Core healthcare data, including patient records, DICOM imaging studies, medical documents, and digital dental impressions.

8 tools

Runbook Documentation

2

MCP (Model Context Protocol) Server. Integrates with Runbook documentation systems to provide direct access to articles, books, and search functionality within Claude conversations, eliminating context switching when referencing team documentation.

9 tools

KnowAir Weather MCP

2

A comprehensive Model Context Protocol (MCP) server providing real-time weather data, air quality monitoring, forecasts, and astronomical information powered by Caiyun Weather API.

9 tools

LoanPro

2

MCP (Model Context Protocol) Server. Integrates with the LoanPro lending platform API to access loan management data, customer information, payment history, and loan portfolio details for financial services workflows.

6 tools

Local Repository Bridge

2

MCP (Model Context Protocol) Server. Provides a bridge between Claude and local repositories, enabling direct code analysis, bug fixes, and feature development through specialized tools for generating prompts, executing terminal commands, and locating repositories by keyword.

5 tools