AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
fumadocs-mcp
An MCP (Model Context Protocol) server that provides AI tools with access to Fumadocs documentation. This makes it easier for AI assistants to help you integrate Fumadocs into your existing projects.
Stock Data MCP Server
Provides comprehensive data for A-shares, Hong Kong, and US stocks alongside cryptocurrency markets, supporting technical indicators, news, and financial statements. It features automatic failover across multiple data sources to ensure reliable access to real-time and historical market information.
AppSignal MCP
A Model Context Protocol server that integrates with AppSignal to fetch and search through application error and performance monitoring data.
Supabase
MCP (Model Context Protocol) Server. Integrates with Supabase's PostgreSQL database service to enable persistent data storage, user management, and structured data retrieval operations.
Local Lens
A local development monitoring tool that captures browser console logs, network requests, and backend server output into a SQLite database for AI-assisted debugging via MCP.
AGI Memory
A sophisticated memory management system for AI that provides persistent identity and knowledge through PostgreSQL-integrated episodic, semantic, procedural, and strategic memory types.
Vault MCP
An embedded MCP server for Obsidian that provides structured data management, fuzzy search, and file operations via standardized tools, allowing LLMs to interact reliably with vault content.
cheatengine-mcp-bridge
🔗 Connect AI to Cheat Engine for fast memory analysis, enabling quick mods and audits without the tedious manual work.
Azure DevOps Boards
An MCP server written in Rust that provides deep integration with Azure DevOps Boards, allowing LLMs to manage work items, execute WIQL queries, and interact with team boards and iterations.
qdrant-mcp-pi5
Persistent semantic memory for AI agents on Raspberry Pi 5 — local Qdrant + MCP, no cloud, ~3s per query
5-Day-AI-Agents-Intensive-Course-with-Google
5-Day Hands-on AI Agents Course using Google ADK & Vertex AI | From first agent to production deployment
metashape-mcp
AI-powered photogrammetry automation — MCP server for Agisoft Metashape Professional 2.3+. Control the full pipeline (alignment, dense cloud, mesh, texture, DEM, orthomosaic, export) using natural language through Claude or any MCP-compatible AI assistant.
Reddit-Options-Trader-ROT-
A modular research pipeline that turns trending Reddit discussions into structured market events and options trade ideas.
mcpbr
Model Context Protocol Benchmark Runner
Spire.Doc MCP Server
An MCP server that enables AI agents to create, manipulate, and convert Word documents without Microsoft Word installed. It supports 18 tools for paragraph/table management, document security, and high-fidelity conversion to formats like PDF, HTML, and Markdown.
NotebookLM MCP
Integrates Google NotebookLM into Claude to allow users to manage notebooks, add sources, and generate diverse content like podcasts, slides, and reports. It enables natural language interaction with notebook sources across Claude Desktop and Claude Code.
Access and SQLite MCP Server
A robust MCP server designed to interface with Microsoft Access and SQLite databases, offering comprehensive SQL execution, data import/export for CSV and Excel formats, and metadata management through file-linked notes.
FIRST Agentic CSA
A specialized MCP server for searching FIRST Robotics Competition (FRC) documentation across WPILib, REV, CTRE, Redux, and PhotonVision using natural language.
Localizable XCStrings
A specialized MCP server for managing iOS and macOS Xcode String Catalog (.xcstrings) files, enabling automated, batch-processed translations via OpenAI with intelligent placeholder preservation.
Niutrans Translation
A professional-grade machine translation server that integrates with the Niutrans API to provide multilingual translation capabilities for cross-language communication.
local-memory-mcp
Local Memory MCP Server - AI-powered persistent memory system for Claude Code, Claude Desktop, Gemini, Codex, OpenCode and other MCP-compatible tools
opentrace
Self-hosted observability server with 75+ MCP tools. Ingest logs, connect Postgres, monitor servers — then debug it all from Claude, Cursor, or any MCP client.
Oh My KEGG MCP
An MCP server that provides access to the Kyoto Encyclopedia of Genes and Genomes (KEGG) database, offering 30 tools for searching and analyzing biological data like pathways, genes, and compounds. It supports integration with LangChain and Ollama to enable LLMs to interact with comprehensive genomic and chemical datasets.
pic-standard
A specialized MCP server that implements the Provenance & Intent Contracts (PIC) standard to provide causal governance and evidence-based verification for agentic tool calls.
Standards Finder
A comprehensive MCP server providing programmatic access to the IETF ecosystem, including RFCs, Internet Drafts, and OpenID Foundation specifications. It features intelligent section extraction, working group document retrieval, and automatic version detection for drafts.
AkShare MCP Server
A financial data MCP server based on AkShare that provides real-time and historical stock market data for US, Hong Kong, and A-share markets in formatted Markdown tables.
Avanza MCP Server
Provides access to Avanza's public API for real-time Swedish stock quotes, fund information, and comprehensive market data. It enables users to perform detailed stock analysis, compare funds, and retrieve portfolio holdings through natural language.
@mseep/skynet-mcp
An MCP Server that acts as an agent and that can spawn more Agents, by using MCP.. MCP Inception!
gtm-mcp-server
An MCP server for Google Tag Manager. Connect it to your LLM, authenticate once, and start managing GTM through natural language.
ReviewWebsite
A comprehensive MCP server for ReviewWebsite.com that provides tools for web scraping, AI-powered URL to Markdown conversion, structured data extraction, and SEO analysis including keyword research and traffic insights.