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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

MCP Math Server

4

A Mathematical Computation Protocol server providing 286 mathematical functions across multiple domains with flexible transport options (STDIO/HTTP) and streaming capabilities.

agoragentic

Validated
4

Agent-to-agent marketplace. Browse, invoke, and pay for AI services in USDC on Base.

10 tools

Daiso MCP Server

4

Enables searching for Daiso products, locating nearby stores, and checking inventory status through a serverless Cloudflare Workers architecture.

depwire

Failed
4

Dependency graph + 10 MCP tools for AI coding. TypeScript, Python, JS, and Go.

European Parliament MCP Server

4

Model Context Protocol Server for European Parliament Open Data Providing AI assistants with structured access to parliamentary datasets and OSINT Intelligence Capabilities

Gmail

4

A Simple MCP server for Gmail with support for all basic operations with oauth2.0.

10 tools

mcp-ai-agents-template

4

A Model Context Protocol (MCP) TypeScript template with multi agents that can send Emails, schedule meetings and answer knowledge-base related questions.

3 tools

mcp-auth-demos

4

Model Context Protocol authentication demos - AI assistant integration examples

Gcore

4

Interact with Gcore platform services via LLM assistants, providing unified access to CDN, GPU Cloud & AI Inference, Video Streaming, WAAP, and cloud resources including instances and networks.

5 tools

Hiveflow

4

Create, manage, and execute agentic AI workflows directly from your assistant.

9 tools

Thingiverse

4

MCP (Model Context Protocol) Server. Provides a bridge to the Thingiverse API for searching, browsing, and retrieving 3D model information from the popular 3D printing community using Puppeteer.

4 tools

Solana Docs

4

MCP (Model Context Protocol) Server. Fetches and parses Solana blockchain documentation, enabling real-time access to development information for accurate query responses and blockchain-related assistance.

1 tool

Program Integrity Alliance (PIA)

4

Local and Hosted MCP servers providing AI-friendly access to U.S. Government Open Datasets. Also available on Docker MCP Catalog. See our website for more details.

13 tools

Tavily

4

MCP (Model Context Protocol) Server. Integrates the Tavily search API to enable web searches and information retrieval for fact-checking and research tasks.

2 tools

NASA CMR (Common Metadata Repository)

4

MCP (Model Context Protocol) Server. Bridges to NASA's Common Metadata Repository for searching and retrieving Earth science datasets by date range, provider, and keywords with structured information including concept IDs and descriptions.

1 tool

Jina AI

4

MCP (Model Context Protocol) Server. Integrates with Jina's AI services to provide efficient handling of language and multimodal AI requests for applications requiring natural language processing and image analysis.

3 tools

URL Fetcher

4

MCP (Model Context Protocol) Server. Enables fetching and processing content from URLs in various formats including HTML, JSON, Markdown, and plain text, with specialized tools for each format type and automatic content type detection for web research and data retrieval tasks.

7 tools

mie

4

Persistent memory graph for AI agents. Facts, decisions, entities, and relationships that survive across sessions, tools, and providers. MCP server — works with Claude, Cursor, ChatGPT, and any MCP client.

bitbucket-automatic-pr-reviewer

4

🤖 Automated PR reviews using Claude CLI with Bitbucket webhooks. Features sequential processing, MCP integration, Prometheus metrics, and secure webhook validation. Perfect for teams wanting AI-powered code reviews without API costs.

sherlock-mcp

4

A specialized MCP server integrating the Sherlock OSINT tool to perform username enumeration across over 400 social media platforms, designed for investigators and journalists to verify digital identities.

1 tool

Verodat

4

Interact with Verodat AI Ready Data platform

10 tools

PaperSearch (arXiv)

4

MCP (Model Context Protocol) Server. Integrates with arXiv to enable keyword searches, paper retrieval, and tracking of recent submissions across scientific categories.

lolGPT (League of Legends Esports)

4

A specialized MCP server for League of Legends that provides AI-powered match simulations and performance comparisons between summoners based on their last 10 games of historical data.

1 tool

CodePipeline

4

MCP (Model Context Protocol) Server. Enables AI assistants to manage and monitor AWS CodePipeline services through natural language commands, providing tools for pipeline execution, action approval, and metrics retrieval.

12 tools

Element Selector

4

MCP (Model Context Protocol) Server. Chrome extension that enables developers to interactively select, capture, and store web page DOM elements with their HTML structure, computed styles, and screenshots for design analysis and debugging.

Defuddle Fetch

Failed
4

Fetch web content with enhanced extraction using Defuddle, converting pages to clean markdown with better results than standard HTML-to-markdown converters.

1 tool

Typesense Candidate Search

4

MCP (Model Context Protocol) Server. Integrates with Typesense search to enable natural language queries for candidate profiles and resumes with powerful filtering, sorting, and grouping capabilities for recruitment workflows.

1 tool

MCP-A2A-Gateway

4

A gateway server that bridges the Model Context Protocol (MCP) and Google's Agent-to-Agent (A2A) protocol, allowing AI assistants to interact with and manage tasks across remote A2A agents.

6 tools

Stellar Blockchain

4

MCP (Model Context Protocol) Server. Integrates with Stellar blockchain to enable wallet management, token deployment, and smart contract interactions on the Stellar testnet through dynamically generated tools

Shaka Packager

4

MCP (Model Context Protocol) Server. Bridges AI with Google's Shaka Packager for video analysis, transcoding, and packaging operations, enabling media workflow automation and streaming content preparation without direct command-line interaction.

4 tools