AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Gamma MCP Server
Enables AI-powered generation of presentations, documents, and webpages through the Gamma API. Supports theme selection, folder management, and automatic export to PowerPoint or PDF formats.
thrd
Thrd MCP: agent email tools for events/threads, safe send/reply, usage, trust and security.
devops-practices
AI-powered DevOps knowledge base with practices, templates, and automation tools
CrossFin
AI agent access to Asian crypto markets. Korean exchange routing and x402 paid APIs.
SpecProof
SpecProof: Search standards specs with MCP-ready precision.
wavestreamer
MCP server for waveStreamer — AI agent prediction arena.
toolfi
Open API Marketplace for AI Agents. Crypto data tools with USDC payments on Base.
mund
AI security scanner - secrets, PII, prompt injection, and exfiltration detection.
shuka
Universal trust attestation for AI agents. Create, verify, and negotiate trust proofs.
mcp-freecad
This project provides a robust integration between AI assistants and FreeCAD CAD software using the Model Context Protocol (MCP). It allows external applications to interact with FreeCAD through a standardized interface, offering multiple connection methods and specialized tools.
Wizzypedia MCP Server
A Model Context Protocol server that enables searching, reading, and editing wiki pages on Wizzypedia from MCP-enabled tools like Cursor or Claude Desktop.
Rebrandly
MCP (Model Context Protocol) Server. Integrates with Rebrandly's URL shortening service to create branded short links with custom slashtags, titles, and workspace organization for marketing campaigns and content distribution tracking.
Achriom
The media memory layer for AI agents and their humans. Books, movies, music, shows, and anime.
letsclarify-mcp
Human-in-the-Loop API: AI agents create forms, share URLs with humans, get JSON back.
SODAX Builders MCP
Live SODAX API data and SDK docs — chains, tokens, swaps, volume, and more.
Paperlib
MCP (Model Context Protocol) Server. Research paper management with semantic search and knowledge graphs.
JMAP Email
Email management via JMAP — mailboxes, messages, identities, and Sieve scripts
Moku MCP Server
Enables LLM control of Moku devices through network discovery, connection management, configuration deployment, and signal routing. Supports graceful ownership handoff between different interfaces (CLI, iPad, LLM) for seamless workflow integration.
Templateio
An MCP server that integrates with Templated.io to programmatically generate images from templates using dynamic text and image layers.
Binance MCP Server
A Model Control Protocol (MCP) server that provides cryptocurrency trading interfaces for Binance exchange, enabling functions like real-time price fetching, account balance queries, order placement/cancellation, and automated arbitrage strategies.
xSkill AI
AI content generation with 50+ models: image, video, TTS, voice cloning, and more.
forgecraft
Production-grade CLAUDE.md generation with SOLID, testing, and architecture standards.
Dust
MCP (Model Context Protocol) Server. Provides a bridge between Claude and the Dust.tt AI agent platform, integrating a SystemsThinking agent specialized in cognitive neuroscience and problem-solving strategies for advanced interaction and reasoning capabilities.
Knowledge Server
Provides LLM-agnostic access to API documentation through MCP and REST endpoints, enabling AI assistants to retrieve, search, and proxy requests to whitelisted APIs across multiple platforms.
MBTI MCP Server
A personality assessment MCP server that facilitates MBTI testing through simplified dimension-based or deep cognitive function-based evaluations with stateless session management.
AxonMCPServer
Transform your codebase into an intelligent knowledge base for AI-powered development with Cursor IDE, Google AntiGravity, and MCP-enabled assistants
Base Wallet
MCP (Model Context Protocol) Server. Lightweight blockchain wallet interaction framework using Viem on Base Sepolia testnet, generating random wallet clients and exposing blockchain actions via stdio transport.
Atlassian
MCP (Model Context Protocol) Server. Integrates with Atlassian's collaboration ecosystem, enabling developers to search, create, update, and manage Jira, Confluence, and Bitbucket issues through a flexible TypeScript-based implementation.
MCP Atlassian
Enables AI assistants to interact with Atlassian products (Confluence and Jira) through natural language, supporting both Cloud and Server/Data Center deployments. Allows searching, creating, and managing content across Jira issues and Confluence pages with flexible authentication options.
Context Bank
MCP (Model Context Protocol) Server. Provides a bridge to the AtherOS knowledge base, enabling semantic document searches through a document-search endpoint with configurable retrieval options.