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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

mcp-neo4j-graphrag

2

A Neo4j GraphRAG server that enables semantic vector search, fulltext keyword search, and hybrid Cypher queries using various embedding providers via LiteLLM.

5 tools

Discord MCP Server

2

Provides comprehensive administrative control over Discord communities through 128 operations covering moderation, messaging, and channel management. It enables AI assistants to manage server roles, events, and automations via the Model Context Protocol.

tscircuit Registry

2

An MCP server for the tscircuit electronics registry, enabling AI assistants to search, retrieve source code, and analyze electrical specifications for circuit components.

4 tools

Deepseek R1 Reasoner

2

A local MCP server that leverages DeepSeek R1 via Ollama to provide reasoning capabilities for agentic systems, allowing them to offload complex task planning to a specialized reasoning model.

Google Calendar

2

A Google Calendar integration server that enables LLMs to fetch today's schedule or look up events for specific dates with detailed event metadata.

2 tools

InsightsLibrary

2

MCP (Model Context Protocol) Server. Provides access to over 10,000 curated business insight reports stored locally with intelligent search capabilities including keyword matching, publisher filtering, date range queries, and full-text content retrieval for research workflows and market analysis.

1 tool

lyra-tool-discovery

2

An AI-powered automation toolkit that discovers, analyzes, and generates ready-to-ship MCP server configurations from GitHub and npm, specifically optimized for the crypto and Web3 ecosystem.

5 tools

Leonardo AI

2

MCP (Model Context Protocol) Server. Integrates with Leonardo AI's image generation platform for creating custom images with specific models, checking job status, and managing generation history through the Leonardo API.

taiwan-holiday

2

A specialized MCP server for querying Taiwan public holidays and make-up workdays, supporting range-based searches and statistical summaries.

3 tools

data-philter

2

A privacy-focused, local-first gateway that enables natural language querying of Apache Druid and ClickHouse databases using local LLMs via the Model Context Protocol.

Social Media Search API — Twitter, Instagram, Reddit, TikTok (XPOZ)

2

Twitter/X, Instagram, Reddit & TikTok data for AI agents. 1.5B+ posts. No API keys.

EVE Online EST

2

Provides EVE Online Server Time (EST) and maintenance downtime calculations to help players track the daily 11:00-11:15 UTC maintenance window.

1 tool

Antigravity PDF MCP Server

2

A RAG-ready MCP server that allows AI agents to ingest PDF, Markdown, and text files into a persistent SQLite database for hybrid keyword and semantic search.

5 tools

OpenAPI

2

MCP (Model Context Protocol) Server. Automatically generates callable tools from OpenAPI specifications, parsing Swagger documents to create HTTP request handlers with proper parameter mapping and request body handling for seamless REST API integration.

SpinQ Quantum Computing

2

Integrates with SpinQ's quantum computing cloud platform to construct, compile, and execute quantum circuits using QASM on real hardware and simulators.

claude-critical-rules-mcp

2

An MCP server that enforces 21 critical best practices and safety rules for Claude AI, designed to prevent common failures in technical tasks based on 96+ documented production issues.

5 tools

osmmcp

2

A specialized MCP server providing OpenStreetMap-based geospatial capabilities including geocoding, route optimization, and location-based discovery of amenities and EV charging stations.

5 tools

DuckDuckGo Search

2

A DuckDuckGo search integration for the Model Context Protocol, providing structured web search results with support for metadata, regional filtering, and safety levels.

Clix MCP Server

2

Clix MCP Server that enables AI agents to provide real-time, trusted Clix documentation and SDK code examples for seamless integrations.

2 tools

Tako

2

Use natural language to search Tako for real-time financial, sports, weather, and public data with visualization

4 tools

storyblok-mcp-server

2

A comprehensive TypeScript MCP server providing 160 tools for the Storyblok Management API to automate content operations, workflows, and schema management.

Ads MCP

2

Remote MCP server for cross-platform ad campaign creation (Google Ads Search & PMax, TikTok). OAuth 2.1 authentication with progress streaming support for long-running operations. Website

4 tools

Meme MCP

2

Generate memes via AI using the Imgflip API through the Model Context Protocol.

1 tool

Lodgify MCP Server

2

A Model Context Protocol server that integrates with the Lodgify API to manage vacation rental properties, bookings, and availability calendars.

7 tools

memos-api-mcp

2

A Model Context Protocol implementation for the API service of MemOS, a memory management operating system designed for AI applications.

4 tools

Blue Perfumery

2

MCP (Model Context Protocol) Server. Integrates with Blue Perfumery's product catalog to enable perfume discovery, search, filtering by category, and purchase link generation for conversational commerce applications.

create-mcp-server

2

A CLI scaffolding tool to quickly generate production-ready MCP servers with TypeScript and Express.js, featuring both stateless and session-based stateful templates.

wordpress-mcp

2

A comprehensive MCP server for managing WordPress and WooCommerce sites, enabling natural language control over posts, pages, media, theme templates, and e-commerce operations.

SABIS MCP Server

2

A specialized MCP server that uses Puppeteer to automate the retrieval of academic grades and course assessment details from Sakarya University's SABIS student information system.

1 tool

Structured-Argumentation

2

A cognitive enhancement MCP server that provides tools for systematic dialectical reasoning, allowing models to decompose complex ethical and logical arguments into structured formats.

1 tool