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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Ankr (Blockchain Data)

1

An MCP server that provides access to blockchain data via the Ankr API, allowing users to query token balances and wallet assets across multiple networks.

1 tool

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

DomainKits

1

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

Gnosis MCP

1

Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.

eFax to JSON MCP Server

1

A specialized MCP server that converts eFax documents (PDF, TIFF, and Clinical Document Architecture XML) from OpenText Fax Server Software into structured, machine-readable JSON using OCR and metadata extraction.

5 tools

PAL - Project API Locker

1

A secure API key management server that integrates project environment variables with OS keychains and provides AI-assisted SDK code generation.

5 tools

@gravitykit/help-scout-mcp

Needs Setup
1

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

Fetter MCP

1

Real-time Python package and vulnerability data for AI coding agents.

Zen MCP Server

1

A multi-model AI bridge that gives Claude access to Gemini, OpenAI, and OpenRouter for extended reasoning, code review, and high-context debugging.

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

Clinical Trials MCP Server

1

A specialized MCP server providing programmatic access to ClinicalTrials.gov API v2.0.4, enabling advanced search, analysis, and retrieval of metadata for over 400,000 clinical trials.

17 tools

Fal Recraft V3 MCP Server

1

A Model Context Protocol server for the fal-ai/recraft/v3 model, enabling high-quality image generation with advanced style controls and local file management.

4 tools

ENC Charts MCP Server

1

A specialized MCP server for accessing NOAA Electronic Navigational Charts (ENC), enabling AI models to parse S-57 format data, perform spatial queries, and extract maritime navigation features like lights, buoys, and depth soundings.

4 tools

LayerZero OFT

1

MCP (Model Context Protocol) Server. Deploys and manages LayerZero OFT tokens across multiple blockchain networks with automated cross-chain bridging, consistent address deployment using CREATE2 factories, and seamless token transfers between Arbitrum Sepolia and Base Sepolia testnets.

2 tools

MCP IDE Bridge

1

A stateless messaging relay that enables real-time, bidirectional communication between different IDEs and AI agents using the MCP protocol.

5 tools

tellfigma

Needs Setup
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

Google Search

1

MCP (Model Context Protocol) Server. Provides Google Custom Search functionality for web searches, returning structured results including titles, links, and snippets without leaving the conversation interface.

mindpm

Needs Setup
1

Persistent project memory for LLMs via SQLite. Never re-explain your project again.

GitViz MCP

1

A VS Code extension and MCP server that provides animated visualizations of Git history and repository operations combined with AI-powered analysis tools.

4 tools

DataMaker MCP Server

1

A tool for generating synthetic data and managing templates via DataMaker, featuring large dataset handling through S3 storage and a remote Python execution environment.

2 tools

Sassy Fact Check Bot

1

A fact-checking MCP server that roasts health myths and misinformation with witty, citation-backed Instagram DM responses and automatic tone adjustment for sensitive topics.

8 tools

Evo2 MCP Server

1

A specialized MCP server for genomic sequence analysis using the Evo 2 model, providing tools for DNA sequence scoring, embedding, generation, and variant effect prediction.

6 tools

Motion MCP Server

1

A comprehensive MCP server that enables AI assistants to manage Motion workspaces, tasks, projects, and recurring schedules with built-in smart rate limiting and state persistence.

22 tools

Pixabay MCP Server

1

A tool for searching and retrieving professional, royalty-free stock images and videos from Pixabay with support for advanced filtering by dimensions, orientation, and quality.

4 tools

Bidding MCP Server

1

A comprehensive MCP server providing access to Chinese bidding and tendering big data, including bid winning statistics, procurement analysis, and planned project discovery.

7 tools

Vitally MCP Server

1

The Vitally MCP Server enables AI assistants to interact with Vitally customer success data, supporting account and user searches, health score analysis, and task/note management.

9 tools

kmux

1

A terminal emulator MCP server engineered for LLMs that uses block-oriented design to organize command input/output into segments. It prevents context overflow by allowing models to target specific commands and manage multiple shell sessions with semantic metadata.

Developer Roadmaps MCP Server

1

Provides access to developer roadmap content from roadmap.sh, allowing users to list available roadmaps and fetch detailed Markdown content for specific career paths.

UNLOCK MLS RESO Reference MCP Server

1

A professional MCP server providing standardized access to UNLOCK MLS real estate data through the RESO Web API, enabling natural language property searches and detailed market analysis.

4 tools