AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Google-Scholar
An MCP server for Google Scholar written in TypeScript with Streamable HTTP transport, along with a `client` implementations that integrates with the server and interacts with `gemini-2.5-flash`.
Sequa.AI
Sequa AI is a Contextual Knowledge Engine that unifies codebase documentation and internal knowledge, providing AI agents with real-time, accurate context from repositories, tickets, and docs.
Nile
An MCP server that talks to Nile - Postgres re-engineered for B2B apps. Manage and query databases, tenants, users, auth using LLMs
Think Tool
MCP (Model Context Protocol) Server. Go-based server that provides LLMs with tools to record, retrieve, and analyze their reasoning processes during complex problem-solving tasks, enabling structured thinking and improved context management.
ScrAPI
Web scraping using ScrAPI. Extract website content that is difficult to access because of bot detection, captchas or even geolocation restrictions.
janee
Secure secrets proxy for AI agents — manages API keys so agents never see raw credentials.
ReportPortal
explore and analyze automated test results from ReportPortal using your favourite LLM.
Trusted Gmail
MCP (Model Context Protocol) Server. Securely accesses Gmail through AWS Nitro enclaves, enabling email search, retrieval, and sending while protecting sensitive credentials
Dify Workflow
MCP (Model Context Protocol) Server. Integrates with Dify to enable text generation, data analysis, and conversational flow management through Dify's API, streamlining AI-powered application development.
Inner Monologue MCP
A cognitive reasoning tool that enables LLMs to engage in private, structured self-reflection and multi-step reasoning before generating responses, improving response quality and problem-solving capabilities.
Python CLI MCP
A Python-based MCP server that exposes local command line applications as MCP tools, supporting frameworks like Click, Typer, and Argparse.
Substack
A specialized MCP server for retrieving and parsing content from Substack posts, including titles, authors, and full article text for localized analysis.
Extended Memory
Persistent memory across Claude conversations with multi-project support, automatic importance scoring, and tag-based organization. Production-ready with 400+ tests.
ChatGPT Responses
An MCP server that enables Claude Desktop to interact with OpenAI's ChatGPT API, supporting persistent conversation state and web-search capabilities.
AI Expert Workflow
A specialized workflow MCP that facilitates structured product development through three expert AI roles—Product Manager, UX Designer, and Software Architect—translating high-level ideas into comprehensive PRDs and technical specifications.
Human In The Loop
MCP (Model Context Protocol) Server. Facilitates human-in-the-loop processes for AI workflows, enabling seamless integration of human judgment in tasks like content moderation, complex problem-solving, and ethical AI implementations.
PapersWithCode
MCP (Model Context Protocol) Server. Integrates with PapersWithCode API to search and retrieve research papers, authors, conferences, and code implementations in machine learning, with tools for exploring papers by author, extracting PDF content, and accessing associated repositories, datasets, and results.
A Twitter/X platform integration for Claude that enables posting text and image tweets, replying to conversations, and searching for content using OAuth 1.0a authentication.
LinkedIn Spider
A robust LinkedIn data extraction server that provides tools for profile searching, post analysis, company scraping, and connection management using anti-detection web scraping techniques.
OpenAI Image Generation
MCP (Model Context Protocol) Server. Provides tools for generating and editing images using OpenAI's gpt-image-1 model, handling API interactions, error management, and local image storage.
macOS Tools
A specialized macOS system utility server providing real-time performance monitoring, historical metric tracking via SQLite, and advanced file searching with native tagging support.
plantuml-mcp-server
An MCP server that enables generation, encoding, and decoding of PlantUML diagrams with support for local file saving and automated error correction.
Outlook
MCP (Model Context Protocol) Server. Bridges Microsoft Graph API to enable seamless email, calendar, and messaging interactions through natural language commands and comprehensive management tools.
mcp-progressive-agentskill
A tool-management MCP client that implements three-layer progressive disclosure to optimize token usage by lazy-loading tool definitions and server metadata.
mcp-chatbot
MCP Chatbot powered by Anthropic Claude. Delivering on‐demand literature search and summarisation for academics and engineers
mcp-server-microsoft-paint
messages
A specialized MCP server for macOS that provides fuzzy search and browsing capabilities for Apple Messages (iMessage/SMS) with contact resolution and conversation threading.
KnowledgeGraph MCP Server
A persistent memory solution for LLMs that uses a knowledge graph to store and retrieve entities, relationships, and observations across sessions, with support for SQLite and PostgreSQL.
Paperclip
A unified academic research interface that searches and retrieves papers from ArXiv, OpenAlex, and the Open Science Framework, with the ability to convert full-text PDFs to markdown.
Replicate
A FastMCP server that integrates with the Replicate API to provide resource-based image generation, model discovery, and progress tracking for AI model inference.