AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Templateio
An MCP server that integrates with Templated.io to programmatically generate images from templates using dynamic text and image layers.
Bitrix24 MCP Server
A comprehensive MCP server for Bitrix24 CRM integration that allows AI agents to manage contacts, deals, tasks, and leads while providing advanced sales monitoring and performance analytics.
Claude Memory MCP Server
A persistent memory architecture for Claude that enables tiered storage (short-term, long-term, archival) and semantic search for user preferences, facts, and conversation history.
Hugging Face MCP Server
Enables access to 200,000+ machine learning models through the Hugging Face Inference API. Supports text generation, image creation, classification, translation, speech processing, embeddings, and more AI tasks.
MCP Sequence Simulation Server
A specialized MCP server for bioinformatics that simulates DNA and protein sequence evolution, NGS read generation, and phylogenetic tree-based mutations.
JMAP Email
Email management via JMAP — mailboxes, messages, identities, and Sieve scripts
AegisX MCP
A comprehensive MCP server for the AegisX platform that provides tools for UI component documentation, CRUD command generation, development pattern discovery, and authenticated API testing.
Paperlib
MCP (Model Context Protocol) Server. Research paper management with semantic search and knowledge graphs.
Custom Elasticsearch MCP Server
A high-performance Elasticsearch MCP server that uses public-key authorization and async connection pooling to handle 100+ concurrent search and administrative requests.
Quantum Code Validator
A specialized MCP server for static validation and documentation lookup of quantum computing code, specifically focusing on the PennyLane library with version-specific accuracy.
MCP Mempool
A specialized MCP server that wraps mempool.space APIs to provide AI agents with real-time Bitcoin network monitoring, transaction tracking, and historical data queries.
AIO-Osint
All in one Osint tools
@zhigang1992/uploadfile-mcp
A tool that enables uploading local files to S3-compatible storage through MCP, providing instant public shareable URLs with automated UUID-based organizational indexing.
Obsidian Knowledge Management MCP Server
A robust MCP server for interfacing with Obsidian vaults, providing tools to read notes, manage YAML frontmatter, extract wikilinks, and perform full-text searches with strict path security.
SODAX Builders MCP
Live SODAX API data and SDK docs — chains, tokens, swaps, volume, and more.
Replicate Recraft V3 MCP Server
A Model Context Protocol server that integrates the Replicate Recraft V3 model for advanced image generation. It supports synchronous and asynchronous workflows, granular style controls, and automatic local image downloads in WebP format.
Regression-JIRA Integration System
Enables intelligent analysis of regression test failures and automatic discovery of solutions in JIRA. Analyzes test logs using AI-driven algorithms and matches errors with relevant JIRA issues through natural language interactions.
LangChain & LlamaIndex Coding Assistant
A specialized MCP server for Claude that retrieves real-time, official documentation for LangChain, LlamaIndex, and OpenAI to facilitate context-aware AI development.
Microsoft Fabric MCP Server
A Model Context Protocol server that allows AI assistants to manage Microsoft Fabric and Power BI services, including dataset querying, workspace management, and notebook creation.
Weather MCP Server
A weather integration server for the National Weather Service API that allows AI assistants to retrieve active weather alerts by state and detailed local forecasts using geographic coordinates.
SimDoc MCP Server
Enables access to scientific simulation documentation and code snippets for simulators like PyBaMM and Cantera. Provides AI-powered search and retrieval of simulation examples and documentation through natural language queries.
MCP LLMS-TXT Documentation Server
A documentation retrieval server that allows secure, audited access to documentation defined in llms.txt files with strict domain-based security controls.
Synergy/DE MCP Server
A robust MCP server for Synergy/DE documentation featuring full-text search, version-specific content retrieval, and LLM-optimized chunking for seamless technical assistance.
letsclarify-mcp
Human-in-the-Loop API: AI agents create forms, share URLs with humans, get JSON back.
Viral Shorts
A specialized MCP server for discovering and analyzing viral YouTube Shorts through natural language, featuring advanced metrics like Views Per Hour (VPH) and engagement rates.
RustFS File Management MCP Server
Enables AI to upload local files to RustFS storage service and download files from HTTP/HTTPS URLs to local paths. Built with FastMCP and RustFS SDK for seamless file operations through natural language.
Cloudflare MCP Lab
A remote MCP server deployed on Cloudflare Workers with Google OAuth authentication that enables users to interact with a SQL database containing employee data. Demonstrates how to build authenticated MCP servers with OAuth integration on Cloudflare infrastructure.
SQLite MCP Server
A comprehensive SQLite interface for AI agents featuring a context-preserving meta-table system that enables self-documenting database architectures.
Instagram MCP Investigator
Automates Instagram profile scraping using Playwright with saved login sessions and generates AI-powered analytical reports. Enables users to extract profile data, recent posts metadata, and receive OpenAI-generated summaries through natural language interactions.
AusLaw MCP
Enables users to search and retrieve Australian legislation and case law with full-text content extraction. Provides structured results with citation metadata and OCR support for archival PDFs.