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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Circuitry MCP Server

A tool that bridges AI coding agents with the Circuitry visual workflow platform, allowing for bidirectional code-to-node synchronization and diagram analysis. It enables agents to visualize codebases, generate flowcharts, and manage data via spreadsheets within a visual canvas.

18 tools

Spider MCP Server

A specialized documentation crawler that extracts clean text and code examples using LLM-powered analysis to provide structured summaries and searchable context for AI assistants.

7 tools

Open Legal Compliance MCP Server

A comprehensive MCP server providing tools to search and analyze legal documents, case law, and regulations across the US, UK, Canada, and EU using official government APIs.

13 tools

vasperamemory

Persistent AI memory for coding assistants. 80+ tools for decisions, patterns, errors.

Bible API MCP Server

A template for deploying remote MCP servers on Cloudflare Workers without authentication, allowing for the creation of custom tools accessible via SSE-compatible clients.

Brex MCP Server

The Brex MCP server enables AI agents to securely interact with the Brex financial platform to manage expenses, receipts, and budgets with read and update capabilities.

5 tools

Edgee MCP Server

A comprehensive MCP server for managing Edgee computing infrastructure, including organizations, project domains, edge components, and user administrative tasks.

31 tools

SVG Converter Tools MCP

A professional SVG conversion service that transforms SVG files into high-quality PNG, ICO, and JPG formats. It features a hybrid rendering system specifically optimized for Chinese character support and multi-engine compatibility.

6 tools

MySQL MCP Server

A robust MCP server that enables natural language interaction with MySQL databases for schema inspection, CRUD operations, and advanced database administration.

17 tools

n8n MCP Server

A tool that enables AI models to manage n8n workflow automation by providing full CRUD operations for workflows, nodes, and connections through a standardized interface.

5 tools

Claude Agents MCP Server

A centralized management server that stores Claude agent definitions, slash commands, and global configurations in a SQLite database to enable live updates and cross-device synchronization without file locking conflicts.

14 tools

EdgeOne Geo Location MCP Server

Provides AI models with real-time user geolocation data by leveraging EdgeOne Pages Functions through the Model Context Protocol.

1 tool

Remote MCP Server on Cloudflare

A template and reference implementation for deploying MCP servers to Cloudflare Workers with OAuth authentication, enabling remote access via SSE transport.

1 tool

SendIt

AI-native social media publishing to LinkedIn, Instagram, Threads, TikTok, and X.

DailyMed MCP Server

A specialized MCP server providing a comprehensive interface to the official FDA DailyMed database for drug labeling, NDC codes, RxNorm mappings, and pharmacologic classifications. It supports advanced searching and mapping across drugs, biologics, and medical devices.

16 tools

Kolosal Vision MCP

Provides AI-powered image analysis and OCR capabilities through the Kolosal Vision API, supporting local files, URLs, and base64 image data.

1 tool

UK ONS MCP Server

A specialized MCP server providing seamless access to the UK Office for National Statistics (ONS) Beta API for demographics, economics, and social data without requiring an API key.

5 tools

Remote MCP Server on Cloudflare

A template for deploying MCP servers on Cloudflare Workers featuring OAuth authentication and SSE transport support. It enables secure, remote access to tools via Claude Desktop or other MCP clients over the internet.

1 tool

Agent Progress Tracker MCP Server

A persistent memory and progress tracking server for AI agents that uses SQLite and LLM summarization to manage context across multi-step workflows. It allows agents to log work, search history, and retrieve project-specific context to maintain continuity.

3 tools

Email Sender MCP Server

A robust email sending MCP server that supports SMTP configurations for major providers, including features for multiple recipients, attachments, CC/BCC, and HTML formatting.

5 tools

MCP Domain Checker Price

An MCP server that provides domain registration, renewal, and transfer pricing from Joker.com, featuring a two-tier pricing system with static data and real-time API integration.

3 tools

BWA MCP Server

A specialized bioinformatics tool for DNA/RNA sequence alignment, providing full access to BWA (Burrows-Wheeler Aligner) algorithms for mapping reads to reference genomes.

5 tools

discord-node-mcp

MCP server for controlling Discord servers via bot token

MCP MySQL Server

A robust MySQL interface for Claude Desktop that provides secure database interactions including schema discovery and multi-database support with granular write permissions.

Brreg MCP Server

A comprehensive MCP server providing programmatic access to the Norwegian Business Registry (Brønnøysundregistrene). It enables detailed searches for companies and subunits, retrieval of organizational roles, municipality data, and hierarchical NACE industry code classifications.

18 tools

Testomat.io MCP Server

A test management MCP server that connects AI assistants to Testomat.io, enabling natural language search and retrieval of tests, suites, runs, and plans with advanced TQL filtering.

10 tools

Email SMTP/IMAP MCP Server

A robust MCP server for email management that provides full SMTP and IMAP capabilities, including searching, sending with attachments, and threaded replies.

5 tools

FoundryVTT MCP Server

Integrates AI assistants directly into FoundryVTT tabletop gaming sessions, enabling natural language control over dice rolls, combat management, and dynamic content generation. It provides real-time access to game worlds, actor data, and rulesets to assist Game Masters with tactical suggestions and world-building.

17 tools

AGR MCP Server

Enables querying of genomics data from the Alliance of Genome Resources, providing access to gene functions, disease associations, and expression data across major model organisms including humans, mice, and zebrafish.

11 tools

AskTable MCP Server

AskTable MCP Server enables natural language data analytics by connecting MCP clients to AskTable's platform, supporting both SaaS and self-hosted environments via Stdio and SSE protocols.