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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

mini_claude

7

A persistent memory and safety layer for Claude Code that prevents death spirals and context loss using local LLM analysis via Ollama. It tracks task state, mistakes, and project conventions to ensure high-quality, scoped code modifications.

21 tools

Wiki.js

7

A Wiki.js integration for Claude that enables full CRUD operations, page tree navigation, and advanced search within your self-hosted knowledge base.

8 tools

SolX402

7

A Solana-based MCP server for managing x402 micropayment protocols, allowing AI agents to discover services, handle USDC payments, and access expert Solana development resources.

10 tools

Inspector APM

7

A specialized MCP server for the PHP ecosystem that provides AI agents with direct access to Inspector APM's production error logs, performance transaction data, and execution timelines.

4 tools

NCBI Literature Search MCP Server

7

A specialized MCP server that provides access to over 35 million PubMed articles, offering advanced biological literature search, MeSH term integration, and research analytics.

8 tools

Stacks Clarity

7

A comprehensive development toolkit for the Stacks blockchain, providing tools for Clarity smart contract generation, SIP compliance, security analysis via post-conditions, and performance optimization.

32 tools

Hint-Services-obsidian-github-mcp

7

A specialized MCP server that connects AI assistants to Obsidian vaults hosted on GitHub, enabling file retrieval, advanced content searching, and project evolution tracking.

4 tools

mcp-limitless

7

MCP server for Limitless Pendant — search, retrieve, and analyze lifelog recordings from Claude.

Fuel Network & Sway Language MCP Server

7

A specialized MCP server that provides semantic search capabilities for Fuel Network documentation and Sway Language resources using a local vector database.

2 tools

Crypto Pro APIs (DefiLlama, CoinGecko, Arkham)

7

MCP (Model Context Protocol) Server. Integrates with professional cryptocurrency data APIs from DefiLlama Pro, CoinGecko Pro, and Arkham Intelligence to provide real-time token prices, market data, blockchain analytics, and on-chain intelligence for crypto researchers and traders.

SchemaFlow

7

Real-time PostgreSQL & Supabase database schema access for AI-IDEs via Model Context Protocol. Provides live database context through secure SSE connections with three powerful tools: get_schema, analyze_database, and check_schema_alignment. SchemaFlow

3 tools

Fizzy MCP Server

7

Fizzy MCP Server provides comprehensive access to Fizzy project management boards, giving AI assistants full API coverage for cards, tasks, comments, and notifications.

48 tools

MCP Chain

7

A middleware framework for building MCP server chains that enables transparent proxies for adding authentication, logging, and request transformation to existing MCP servers.

5 tools

Skill Vision Control (SVC)

7

A version control and management system for MCP skills that supports update detection, parallel version testing, and smart merging of custom modifications with official updates.

9 tools

Bernerspace (Slack)

7

A unified MCP server that provides Slack integration with OAuth 2.0 and JWT authentication, enabling secure messaging and workspace management.

ElevenLabs MCP Enhanced

7

An enhanced version of the ElevenLabs MCP server adding multi-speaker dialogue management, official v3 model support, and comprehensive conversation history retrieval with transcripts.

6 tools

Shopify Storefront

7

Unofficial MCP server that allows AI agents to discover Shopify storefronts and interact with them to fetch products, collections, and other store data through the Storefront API.

3 tools

Plotting MCP Server

7

A specialized MCP server that converts CSV data into professional visualizations including line charts, bar graphs, and geographic world maps, returning base64-encoded PNGs for AI interfaces.

1 tool

OpenProject MCP Server

7

A comprehensive project management MCP server for OpenProject that enables task creation, dependency mapping for Gantt charts, and user management via AI assistants.

15 tools

Layout Detector

7

An MCP server that utilizes OpenCV template matching to extract precise layout coordinates and spatial patterns from webpage screenshots, enabling AI to reconstruct UI with semantic accuracy.

3 tools

TheBrain MCP Server

7

A comprehensive MCP server that enables AI assistants to manage TheBrain's knowledge system, including thought hierarchy, relationships, file attachments, and markdown notes.

26 tools

stockreport-mcp

7

A comprehensive multi-market financial data server covering A-shares, Hong Kong, and US markets. It provides historical price data, financial statements, macroeconomic indicators, and automated analysis reports using a hybrid data source model (Baostock and AkShare).

44 tools

Amazon MCP Server

7

A tool that enables LLMs to search for Amazon products and scrape detailed information like price, ratings, and descriptions without requiring API keys.

2 tools

WebSearch

7

A powerful web search and content retrieval MCP server that combines Brave Search with AI-powered summaries and provides tools for fetching HTML, plain text, and metadata from websites.

4 tools

claude-team

7

A specialized MCP server for orchestrating multiple parallel Claude Code sessions via iTerm2. It enables multi-pane task management with features like git worktree isolation, automated messaging, and status monitoring across a 'team' of agents.

13 tools

NetBrain

7

NetBrain is a comprehensive network operations platform that connects LLMs to multi-vendor network equipment (Cisco, Huawei, H3C) using MCP. It features automated topology discovery, real-time command execution via SSH/Telnet, and an interactive web interface with terminal emulation.

32 tools

outlook-mcp

7

An MCP server that enables AI assistants to interact with Microsoft Outlook and SharePoint via the Microsoft Graph API, providing email, calendar, and document processing capabilities.

Canvas LMS MCP Server

7

A Canvas LMS integration for AI systems that provides seamless access to educational data including courses, assignments, quizzes, and syllabi via natural language.

10 tools

FHL Bible MCP Server

7

A comprehensive MCP server providing tools and resources for Bible study from the Faith, Hope, Love (FHL) API, featuring multilingual verse lookups, Strong's concordance, scholarly commentaries, and deep research capabilities for apocrypha and apostolic fathers.

22 tools

Conceal

7

A specialized MCP proxy server that automatically detects and pseudo-anonymizes personally identifiable information (PII) in real-time using regex and LLMs, ensuring privacy compliance while maintaining data semantic integrity.