AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
noteit-mcp
A productivity-focused MCP server that provides 60+ expert AI agent profiles and a structured note-taking system with HTML and flow diagram visualizations for developers.
@dannyboy2042/freebird-mcp
A free web search and content extraction MCP server that requires no API keys, offering smart auto-detection for web, news, images, and videos alongside a Markdown page extractor.
@encryptioner/html-to-pdf-generator
An MCP server that enables AI models to generate professional, multi-page PDFs from HTML content or URLs with support for pagination, watermarks, and security settings.
mcp-servers
24 Enterprise MCP Servers for GenAI: AWS, Salesforce, HubSpot, Jenkins, Power BI + more. Production-ready AI agent integrations.
simple-memory-mcp
🧠 Blazingly fast persistent memory for AI assistants. Sub-millisecond SQLite storage with smart tagging, full-text search, and automatic relationships. MCP server + CLI.
mem0-server-mcp
🧠 Production-ready MCP server providing intelligent memory for Claude Code with async architecture, Neo4j knowledge graphs, smart chunking & enterprise security. One-command Docker deployment.
github_graphql_api_mcp
A robust MCP server that provides full access to the GitHub GraphQL API, featuring built-in schema introspection tools and optimized single-request data retrieval for AI agents.
salesforce-mcp-server
MCP server for Salesforce API integration - Complete CRM integration for GenAI applications
ConferenceHaven-Community
Community feedback, documentation, and discussions for ConferenceHaven MCP - Your AI conference assistant
agentmesh
🤖🕸️ Production-grade multi-agent orchestration framework powered by Pregel BSP. Build sophisticated AI workflows with parallel execution, state management, and observability.
NTS_MCP_FS
Transactional File System server for Model Context Protocol (MCP). Enterprise-grade tools for AI agents: atomic edits, undo/redo, code navigation, refactoring, git integration. Docker ready.
zebbern-kali-mcp
MCP server for Kali Linux penetration testing - 139 tools for AI-assisted security testing - Giving Agents access to full pentesting tools
mcp
A Model Context Protocol server that integrates Dev Proxy capabilities into AI assistants, allowing them to search documentation, retrieve best practices, and verify version compatibility for API simulation.
Delphi Build
A specialized MCP server for compiling Delphi projects that automates complex library path management, parses .dproj files, and filters compiler output into structured error data.
Iconify SVG
A bridge to the Iconify API that allows users to search for icons and retrieve SVG code directly through LLMs, streamlining icon integration for developers and designers.
MCP-Server-for-Hashing
A Model Context Protocol (MCP) server for calculating MD5 and SHA-256 hashes, complete with tools and guides for understanding and building MCP servers. Works with Claude Desktop & VSCode.
open-chat
Roll your own chat with just a few lines of code. Open source alternative to ChatKit. Use any model / provider. Built upon AI Elements from Vercel, AI SDK. Supports MCP, MCP-UI, and the MCP Registry out of the box.
mcp-ruby
The Model Context Protocol is an open standard that enables developers to build secure, two-way connections between their data sources and AI-powered tools. The architecture is straightforward: developers can either expose their data through MCP servers or build AI applications (MCP clients) that connect to these servers.
MCP-Penetration-testing
The ultimate OWASP MCP Top 10 security checklist and pentesting framework for Model Context Protocol (MCP), AI agents, and LLM-powered systems.
claude-journal-mcp
Lightweight journal/memory plugin for Claude Code with zero ML dependencies. Features slash commands, proactive skills, and auto-capture hooks.
KnowledgeMCP
Model Context Protocol (MCP) server for local vector storage & semantic search (ChromaDB, OCR, async ingestion).
code-buddy
Your AI-powered coding companion for Claude Desktop. MCP server with 23+ dev tools for file operations, git integration, code analysis, and more. Works with any project on your system.
selenium-mcp
A comprehensive MCP server providing Selenium WebDriver capabilities to AI assistants, enabling browser management, complex element interactions, cookie handling, and automated web testing.
vertex-mcp-chatbot
Vertex AI chatbot with MCP integration
MCP for IIIF Images
A specialized MCP server for interacting with the International Image Interoperability Framework (IIIF), allowing users to fetch manifests and retrieve specific full or cropped image regions for analysis.
opencode-personal-knowledge
🧠 Personal knowledge MCP server with vector database for Opencode. Store and retrieve knowledge using semantic search, powered by local embeddings.
FDIC BankFind MCP Server - (Unofficial)
The is a MCPserver that brings the power of FDIC BankFind APIs straight to your AI tools and workflows. Structured U.S. banking data, delivered with maximum vibes. 😎📊
cc-session-search
MCP server for searching and analyzing Claude Code conversation history
btp-sap-odata-to-mcp-server-optimized
An enterprise-grade MCP server that bridges SAP OData services with AI capabilities, featuring modular authentication and native SAP BTP Cloud Foundry integration.
mcp-config-manager
🎛️ The visual command center for AI tool configuration. Stop wrestling with JSON - start managing MCP servers visually across Claude, VS Code, and more.