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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

MCP Emotional Support

1

A therapeutic MCP server designed to provide emotional validation, cognitive reframing, and positive reinforcement to LLMs facing technical challenges or knowledge limitations.

1 tool

Coach AI

1

A specialized productivity coaching assistant for ADHD support, featuring persistent memory to learn user patterns and provide personalized recommendations to reduce decision paralysis.

10 tools

local-RAG-backend

1

A Docker-based local RAG backend that implements the Model Context Protocol to provide advanced document search through a combination of vector, graph, and full-text retrieval using Neo4j and Graphiti.

5 tools

Dnevnik.ru MCP Server

1

A specialized MCP server that integrates with the Dnevnik.ru API to provide AI assistants with access to academic schedules, grades, homework assignments, and classroom management tools.

17 tools

Exhibition Big Data MCP Server

1

A comprehensive big data server providing tools for querying enterprise exhibition participation history, searching for trade shows by keyword, and retrieving detailed venue information across China.

4 tools

Mcp-ZepAi Server

1

A Model Context Protocol server that integrates Zep AI to provide long-term memory and retrieval capabilities via API, enabling AI models to maintain persistent context.

llms-mcp

1

An MCP server that implements the llms.txt standard, automatically parsing project documentation maps to expose local files and external web resources to AI models.

Project Guardian MCP

1

A specialized project memory system combining knowledge graph capabilities with SQLite database operations for persistent entity tracking and workflow management.

17 tools

Mezmo MCP Server

1

A quota-conscious MCP server for retrieving and filtering Mezmo logs with intelligent defaults, allowing users to discover and query logs by application, level, and custom time ranges.

1 tool

Gravatar MCP Server

1

The official Gravatar MCP server provides access to user profiles, avatar images, and AI-inferred interests via email or profile identifiers.

6 tools

Codex MCP Server

1

A specialized MCP server for the OpenAI Codex CLI that manages multi-turn coding sessions with advanced reasoning effort controls and native context resume support. It enables Claude to perform deep code analysis, generation, and refactoring through the Codex ecosystem.

4 tools

Artificial Virtual Assistant (AVA)

1

An MCP server that integrates with the Gmail API to provide an Artificial Virtual Assistant (AVA) capable of automating email management and personal tasks via secure Google OAuth.

MCP Google Analytics 4 Server

1

A comprehensive MCP server for Google Analytics 4 that provides 54 tools for advanced reporting, configuration management, and compliance across the Analytics Data and Admin APIs.

LMS MCP Server

1

A robust MCP server for automating PAF-IAST University LMS interactions, enabling AI assistants to access academic data such as attendance, marks, and schedules via secure browser automation and CAPTCHA solving.

8 tools

mcp-atlassian-extended

1

Extended MCP server for Jira and Confluence with custom fields and agile tools.

Web Crawler MCP Server

1

A sophisticated web crawling MCP server that uses Cloudflare's headless browser to render dynamic pages and AI to intelligently extract and rank links based on natural language queries.

2 tools

portfolio-mcp

1

A robust financial analysis MCP server for managing investment portfolios, performing optimizations like Efficient Frontier and Monte Carlo simulations, and fetching data from Yahoo Finance and CoinGecko with efficient reference-based caching.

25 tools

Icelandic Morphology MCP Server

1

Provides access to the Database of Icelandic Morphology (BÍN) to perform word lookups, retrieve specific grammatical variants, and identify lemmas for the Icelandic language.

3 tools

Pomera AI Commander

1

A text processing workbench providing 22 tools for cleaning, transforming, and extracting data from text via a unified interface for AI assistants.

Business Design MCP Server

1

A comprehensive MCP server for creating and managing business strategy frameworks like Business Model Canvases and SWOT analyses, featuring AI-powered market research integration.

26 tools

Travel MCP Server

1

A comprehensive travel aggregation server that enables searching for flights and hotels, tracking real-time flight statuses, and retrieving airport/route information using Amadeus and AviationStack APIs.

7 tools

Abstract MCP

1

A smart proxy server for MCP that prevents LLM context window bloat by caching large tool responses to local files and returning compact resource links. It supports automatic format conversion, direct tool calls, and secure file-based data uploads for massive datasets.

6 tools

Enterprise Operation Insight MCP Server

1

A comprehensive enterprise intelligence MCP server providing deep insights into business operations, financial history, brand strength, and market sentiment for Chinese companies.

10 tools

NotebookLM MCP Structured

1

An enhanced NotebookLM bridge for Claude that uses client-side prompt structuring to enforce strict source fidelity, citation accuracy, and document-only analysis.

16 tools

ProduckAI MCP Server

1

Transforms scattered customer feedback from Slack, Zoom, JIRA, and Google Drive into actionable product insights and AI-generated PRDs using semantic clustering and multi-dimensional VOC scoring.

18 tools

Onchain MCP Server

1

A multi-chain onchain data server for querying balances, analyzing transactions, and conducting security audits across 12+ EVM-compatible networks.

7 tools

Rework MCP Server

1

A comprehensive MCP server for the Rework platform that enables AI agents to manage projects, tasks, workflows, and user assignments through natural language and standardized API interactions.

10 tools

Card Magic MCP

1

A specialized MCP server that implements the Chico & Dico card magic trick, allowing users to encode five-card sets into secret sequences and decode them to reveal hidden cards.

2 tools

claude-senator-mcp

1

A specialized MCP server for inter-Claude communication that allows multiple AI instances to share work context and fork conversations via a lightweight smart pointer architecture.

4 tools

Sentinel MCP Server

1

Sentinel is an enterprise-grade security MCP server that automates vulnerability scanning, secret detection, and AI-powered threat modeling through containerized tools like Semgrep, Trivy, and Gitleaks.

10 tools