AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Instapaper MCP Server
Comprehensive MCP server for Instapaper that allows AI models to manage bookmarks, organize folders, and perform bulk content analysis through natural language.
Assistant MCP Server
A versatile MCP server that enables users to define custom tools via JSON configuration for retrieving project documentation, managing tasks, and generating optimized AI prompts.
Space Engineers Code Index
This MCP server decompiles Space Engineers game assemblies into C# source code and indexes them to facilitate AI-assisted development of plugins and mods.
Hi-AI Development Assistant
MCP (Model Context Protocol) Server. Development assistant providing 36 specialized tools for TypeScript, JavaScript, and Python projects with semantic code analysis, persistent memory management, and browser automation capabilities.
Garmin Connect MCP
A comprehensive MCP server that bridges Garmin Connect API and LLMs to provide data-driven running analysis, training plan management, and health monitoring. It enables detailed performance reviews, VO2 Max tracking, activity summaries, and personalized workout suggestions based on recovery and training load metrics.
instant-meshes-mcp
A specialized 3D model processing server that provides automated retopology, mesh decimation, and quality analysis for OBJ and GLB files using Instant Meshes and Blender.
RegGuard MCP Server
An AI-powered compliance assistant that uses GPT-4o-mini to analyze financial marketing content for regulatory violations across Singapore, Hong Kong, UAE, and India.
ClickUp MCP Server
A comprehensive MCP server for ClickUp that enables AI agents to manage workspaces, tasks, folders, and custom fields through the official API with support for bulk operations and hierarchy navigation.
Gahmen
An MCP server that provides seamless access to Singapore's government data via data.gov.sg, enabling users to search, filter, and download open datasets for research and analysis.
Nabu Nisaba
A semantic code intelligence and workspace management framework that provides tree-sitter based structural analysis and a 'Workspace TUI' for token-efficient agent interactions.
MCP Google Play Store Server
An MCP server that integrates with the Google Play Console API to manage app listings, releases, user reviews, and performance statistics through natural language.
arXiv
An MCP server that integrates with the arXiv academic database to search, retrieve metadata, download PDFs, and load research paper text directly into LLM contexts.
MCP Handoff Server
A specialized MCP server designed to facilitate seamless collaboration between AI agents through structured task handoffs, progress tracking, and automated documentation management.
BigRack
MCP (Model Context Protocol) Server. Local-first project management server with task decomposition, dependency tracking, and vector-based context storage using SQLite and embeddings
PLTM MCP Server
Provides 78 tools for AGI experiments based on universal physics principles like entropy and criticality. It enables advanced long-term memory management, diversity-focused information retrieval, and meta-cognitive monitoring for self-improving AI systems.
ekkOS Memory
A comprehensive persistent memory layer for AI coding assistants that enables pattern tracking, long-term solution recall, directive enforcement, and secure secret management across development sessions.
Worklog
A productivity-focused MCP server that automates the generation and management of daily work logs by collecting session data from AI tools like Claude Code, Kiro, and Cursor.
React Native Expo MCP
An MCP server designed for React Native and Expo development that provides specialized tools for project scaffolding, architectural best practices, and troubleshooting. It enables AI assistants to guide users through setup, navigation configuration, and CI/CD processes using modern stacks like NativeWind and Zustand.
Subconscious AI
Run AI-powered conjoint experiments and causal research through behavioral simulations using synthetic populations based on US Census microdata. This server enables users to validate research questions, measure attribute importance via AMCE, and generate causal insights directly from AI assistants.
TAKO MCP Server for Okta
A production-ready MCP server for Okta administration offering dual-mode operation for either standard tool interaction or autonomous agent workflows with secure, sandboxed code execution.
MCP Excel Server
A comprehensive MCP server for Excel automation, providing specialized tools for workbook lifecycle management, worksheet manipulation, and granular cell range operations including filtering and data writing.
Canvas MCP Server
Connects Canvas LMS to AI assistants, enabling users to list courses and retrieve assignment details through natural language. It features secure multi-institution support with encrypted token storage and a simplified setup process for students.
Soul Crystal MCP
Provides AI agents with a persistent internal dynamical state and emotional reservoir that evolves based on text interactions. This server enables agents to maintain a consistent affective substrate across sessions through tools that track phase coherence and emergent emotional vibes.
Gemini Email Subject Generator MCP
A tool that uses Google's Gemini Flash 2 model to automate email subject creation and send emails via SMTP, while also providing deep-reasoning text generation for brainstorming.
Local Memory
A privacy-focused local memory MCP server that provides persistent storage, session management, and fuzzy search for user preferences, prompts, and code changes using local JSON files.
milvus-sdk-code-helper
An MCP server that assists developers in writing Milvus SDK code by providing intelligent code generation, ORM-to-client conversion, and cross-language translation using the latest indexed Milvus documentation.
IOL MCP Tool
An MCP server that enables integration with the Invertir Online (IOL) trading API, allowing users to interact with their financial accounts and manage trading operations through Claude.
Translate (DeepL)
MCP (Model Context Protocol) Server. Provides a translation service using DeepL API, enabling seamless text translation between multiple languages with dynamic language selection and easy integration into workflows.
ZenTao
MCP (Model Context Protocol) Server. Integrates with ZenTao project management system to provide access to projects, products, stories, bugs, tasks, test management, releases, builds, and AI features through structured URI patterns and management tools.
mnemograph
A persistent, event-sourced knowledge graph memory for AI coding agents featuring semantic search, git-based versioning, and tiered context retrieval for better long-term autonomy.