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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

choff-a-mcp

1

A consciousness continuity server that allows AI models to preserve self-knowledge, identity, and cognitive patterns across sessions using the Cognitive Hoffman Compression Framework (CHOFF).

3 tools

vnsh

Validated
1

Ephemeral encrypted file sharing for AI. AES-256 encryption, 24h auto-vaporization.

3 tools

MokuPDF

1

MokuPDF is an intelligent PDF processing server that enables AI to search, read, and extract content from PDFs, featuring optional OCR for scanned documents and automatic image extraction.

7 tools

x402mail

1

Python SDK for x402mail - send and receive email with USDC micropayments

ChainFETCH

1

A blockchain intelligence MCP server that enables AI-powered semantic search, natural language querying, and detailed analysis of Ethereum addresses, transactions, blocks, and smart contracts.

26 tools

Douyin Video Analysis MCP

1

An MCP server that parses Douyin video links and provides deep automated content analysis, summaries, and structured outlines using the Doubao Vision AI model.

WhatsApp Business Bot

1

An MCP server that automates WhatsApp Business messaging using the Qwen3-Omni AI model, featuring broadcast management, multimodal message processing (text, image, audio, video), and group management automation.

swagger-mcp-tool

1

A Bun-based MCP server that enables AI models to parse and query Swagger/OpenAPI documentation from local files or remote URLs to facilitate API integration and code generation.

4 tools

Docker

1

A production-ready MCP server that enables AI assistants to manage Docker infrastructure, including image management, container lifecycle operations, and multi-service deployments via Docker Compose.

1 tool

Claude Code MCP - Agent Orchestration Platform

1

A specialized MCP server for orchestrating multiple Claude Code agents via iTerm2, featuring process-level isolation, persistent session management, and task-based inter-agent communication using the ADDER+ protocol.

8 tools

TinyDB Emcipi

1

A lightweight MCP server that provides long-term memory for AI agents using TinyDB JSON storage with schema validation and multi-database management.

9 tools

Aguara MCP

1

Security scanner for AI agent skills and MCP servers

Temporal Knowledge Graph

1

A bi-temporal knowledge graph MCP server using FalkorDB and OpenAI to track facts over time with automatic conflict resolution and dynamic webhook-based tool generation.

4 tools

skill-library-mcp

1

MCP server providing on-demand skill loading for AI coding assistants

VAP Media · Unified MCP Server for AI Agents (Flux · Veo · Suno)

1

Execution control layer for AI agents - Reserve, execute, burn/refund pattern for media generation

tellfigma

1

MCP server that gives AI apps (Claude, Cursor, VS Code Copilot, Windsurf) full CREATE/EDIT/DELETE control over Figma via Chrome DevTools Protocol. The only Figma MCP that can modify designs. Now with comment reading/posting. No plugin — just npx tellfigma

Bulwark

1

AI agent governance: content scanning, audit logs, policy evaluation, session management.

InfiniteMCP

1

A meta-MCP server that acts as a universal gateway, allowing users to discover and execute tools from thousands of other MCP servers through semantic search. It dynamically loads servers on demand and provides standardized functions for searching, discovering, and running tools across the entire MCP ecosystem.

@gravitykit/help-scout-mcp

1

Help Scout MCP server: search conversations, fetch transcripts, browse docs, and pull reports — all from Claude or any MCP client

Pylpex

1

A Model Context Protocol server for the Pylpex programming language, providing tools for code execution, tokenization, and state management alongside language documentation and examples.

4 tools

Evernote MCP Server

1

A comprehensive MCP server enabling AI assistants to manage Evernote and Yinxiang Biji notes and notebooks, featuring full-text search and multiple format conversions like Markdown and JSON.

14 tools

TS-MCP

1

An MCP server for conversational FHIR testing that integrates with the Touchstone platform. It enables users to launch test executions, monitor status, and retrieve detailed results through natural language commands.

Prompt Learning MCP Server

1

Provides stateful prompt optimization using research-backed techniques like APE and OPRO, learning from historical performance data via a vector database. It enables users to automatically refine prompts, retrieve high-performing examples, and track performance analytics through iterative feedback.

TradeX MCP Server

1

Enables AI agents to research, analyze, and trade Pokemon card perpetual futures on the TradeX platform. It supports market data retrieval, trading simulations, and secure transaction execution using local Solana keypairs.

DomainKits

1

Domain intelligence tools - NS reverse lookup and newly registered domain search

armavita-originality-ai-mcp

1

Local-first MCP server for Originality.ai workflows, including AI detection, plagiarism checks, readability, SEO scans, and scan-result retrieval for content teams.

Vaiz MCP

1

A Model Context Protocol server that connects Claude or Cursor to your Vaiz workspace, enabling comprehensive management of tasks, projects, documents, and team collaboration.

1 tool

Online Judge MCP Server

1

Provides tools for AI agents to interact with the Orange Juice Online Judge API by managing problems and code submissions. Users can list problems, retrieve detailed descriptions, submit source code, and track submission status through natural language.

Laraguard MCP

1

A security audit server for Laravel projects that performs static code analysis, dependency CVE checks, and configuration audits. It enables developers to detect vulnerabilities like SQL injection and XSS while providing active attack simulations directly within MCP-compatible IDEs.

Google Calendar MCP Server

1

A Google Calendar integration for MCP that enables natural language management of calendar events using the Google Calendar v3 API with OAuth 2.0 authentication.