AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
simpliq-server
Simpliq Data Proxy MCP Server - Connects LLMs to SQL Databases via Semantic Mapping
outlook-mcp
A specialized MCP server for AEC professionals that provides RAG-based semantic search and Vision AI analysis for Outlook emails and technical architectural documents.
RPG Maker MZ MCP Server
A toolset for AI agents to interface with RPG Maker MZ projects, enabling direct manipulation of database assets, maps, and plugins through natural language.
CanvasXpress MCP Server
A specialized MCP server that uses RAG and 132 few-shot examples to convert natural language into precise CanvasXpress data visualization configurations with 93% accuracy.
pymupdf4llm-mcp
An MCP server that exports PDF documents to markdown format optimized for LLM processing.
@ameno/pi-minimax-mcp
MiniMax MCP tools for pi - Web search and image understanding via MiniMax's Model Context Protocol
Fuzzy Memory MCP Server
A persistent memory server for Claude that uses a local knowledge graph with fuzzy search capabilities to track entities, relationships, and user-specific information across sessions.
Uniquity
Analyzes GitHub repositories for code similarities using OpenAI and Tavily, generating detailed markdown reports for repository evaluation.
magentaa11y-mcp-remote
prompts.chat MCP Server
Search and retrieve AI prompts from prompts.chat, the social platform for AI prompts.
coverctl
A specialized MCP server for Go projects that enables AI agents to run test coverage checks, analyze reports, and manage domain-aware coverage policies.
File Finder
A Python-based MCP server that allows AI agents to search for files within a filesystem using path fragments, returning detailed metadata like size and creation dates.
codecov
A Model Context Protocol server for querying Codecov coverage data, supporting line-by-line file reports, commit-level statistics, and repository-wide metrics.
Remote MCP Server (Authless)
A foundational template for deploying authentication-free Model Context Protocol servers on Cloudflare Workers using Server-Sent Events (SSE). It serves as a starter kit for developers to build and host custom remote tools accessible by MCP clients like Claude Desktop.
twitterapi-io-mcp
Provides offline-first access to TwitterAPI.io documentation, including 54 API endpoints, authentication guides, and pricing details for AI assistants.
agentic-memory-server
@shin1ohno/sage
An intelligent task management assistant that analyzes tasks for priority and duration, intelligently routing them to Apple Reminders or Notion based on deadlines while coordinating with Google Calendar.
Google Sheets
A robust MCP server that enables AI systems to perform full CRUD operations on Google Sheets, including metadata retrieval, cell value manipulation, and sheet management.
Google Maps Places
A Google Maps Places MCP server that enables AI systems to perform text-based place searches and retrieve business information and photos. It operates as an OAuth proxy to securely interface with the Google Places API (New).
Google Calendar
A comprehensive MCP server for managing Google Calendar that enables AI agents to schedule meetings, RSVP to invites, check availability, and manage event details via OAuth proxy.
Vulnerable MCP Server
An educational MCP server demonstrating common security vulnerabilities like command injection, path traversal, SQL injection, and XXE attacks. Designed for security training purposes only, not for production use.
SMARD Energy Prices (x402)
Paywalled SMARD day-ahead electricity prices (DE-LU, 15‑minute resolution) via x402 on Base mainnet.
Google Contacts
A Google Contacts MCP server that enables AI assistants to list, search, create, update, and delete contacts and search organization directories.
TOON MCP Server
A utility server that converts JSON data and system prompts to Token-Oriented Object Notation (TOON), reducing LLM token consumption by 30-60%.
oracle-mcp
A tool-focused MCP server that provides a unified interface to consult expert AI models like Codex or Claude via CLI for architectural analysis and complex problem-solving.
EduChain MCP Server
A specialized MCP server that leverages the EduChain library and Grok's LLM to generate educational content such as quizzes, lesson plans, and flashcards.
OpManager MCP Server
A credential-less MCP server that provides AI assistants with access to 85+ ManageEngine OpManager API endpoints for monitoring network devices, alarms, and IT infrastructure.
Rememberizer MCP Server
Connects to Rememberizer.ai to perform semantic and agentic search across Slack, Gmail, Google Drive, and Dropbox repositories. It enables AI-powered retrieval of personal/team knowledge and allows users to save new information for future recall.
Context Injection MCP Server
This MCP server automatically injects development framework context, workflows, and Knowledge Graph references into Claude conversations based on keyword triggers. It is designed to help solo developers maintain consistent patterns and AI collaboration frameworks across different tasks.
polydev
Query GPT-5, Claude, Gemini, and Grok simultaneously through one MCP server