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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

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

Big Brain MCP

1

An MCP server that retrieves statistics from top protocols in the Mantle Network to help users make more informed investment decisions.

tubepilot

1

Your AI Co-Pilot for YouTube - MCP server for video transcripts, search, and analysis

mcp-img-compress-oss

1

图片无损压缩与OSS上传MCP工具,可以让AI将项目中的图片资源无损并上传至阿里云 oss 用 cdn 链接替换图片资源

Axom MCP Server

1

Provides persistent SQLite-based memory and unified tool abstraction for AI agents to support long-term context and complex tool chaining. It enables automated code analysis, file operations, and environment discovery through a standardized interface.

flippa-mcp

1

Search, analyze, and evaluate online businesses for sale on Flippa.com marketplace.

MCP-RLM

1

A recursive language model implementation that enables AI agents to process massive documents by treating them as external environments and decomposing queries into sub-tasks.

Aurai Advisor (上级顾问 MCP)

1

An MCP server that connects local AI to senior remote models (OpenAI, Anthropic, Gemini) for expert programming guidance with intelligent context sync and session persistence.

4 tools

verifiable-thinking-mcp

1

A sophisticated reasoning MCP server that prevents LLM hallucination through 15 pattern-based trap detectors, automatic self-challenges, and contradiction detection.

5 tools

awesome-confluence-mcp

1

🚀 Token-efficient MCP server for Confluence. Reduces LLM costs by 76% via Markdown conversion. Supports listing, searching, and fetching pages.

SEO Analytics MCP

1

An MCP server that integrates Google Search Console and Google Analytics 4 to provide unified SEO and web traffic analysis. It allows users to fetch search performance data, merge page metrics, and generate automated trend reports or actionable insights through tool calls.

Animagine MCP

1

A FastMCP server for the Animagine XL 4.0 image generation experience that provides tools for prompt validation, optimization, and explanation. It also enables the management of local checkpoints and LoRAs to streamline diffusion workflows and ensure consistent prompt structure.

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.

skill-library-mcp

1

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

src-mcp

1

MCP server for semantic code search and codebase analysis — Treesitter parsing, AST extraction, and embedding-based indexing for any LLM that supports MCP

HubSpot Email MCP Server

1

A HubSpot Marketing Email API integration for MCP that allows users to list, retrieve, create drafts, and update marketing emails directly from Claude.

clawswap

1

Cross-chain swaps between Solana and Base for AI agents paid for via via x402 micropayments.

ori-memory

1

Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.