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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Google-Scholar

16

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`.

1 tool

Sequa.AI

16

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

16

An MCP server that talks to Nile - Postgres re-engineered for B2B apps. Manage and query databases, tenants, users, auth using LLMs

13 tools

Think Tool

16

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.

4 tools

ScrAPI

16

Web scraping using ScrAPI. Extract website content that is difficult to access because of bot detection, captchas or even geolocation restrictions.

2 tools

janee

Needs Setup
16

Secure secrets proxy for AI agents — manages API keys so agents never see raw credentials.

ReportPortal

16

explore and analyze automated test results from ReportPortal using your favourite LLM.

13 tools

Trusted Gmail

16

MCP (Model Context Protocol) Server. Securely accesses Gmail through AWS Nitro enclaves, enabling email search, retrieval, and sending while protecting sensitive credentials

Dify Workflow

16

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

16

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.

1 tool

Python CLI MCP

16

A Python-based MCP server that exposes local command line applications as MCP tools, supporting frameworks like Click, Typer, and Argparse.

Substack

16

A specialized MCP server for retrieving and parsing content from Substack posts, including titles, authors, and full article text for localized analysis.

1 tool

Extended Memory

16

Persistent memory across Claude conversations with multi-project support, automatic importance scoring, and tag-based organization. Production-ready with 400+ tests.

5 tools

ChatGPT Responses

16

An MCP server that enables Claude Desktop to interact with OpenAI's ChatGPT API, supporting persistent conversation state and web-search capabilities.

2 tools

AI Expert Workflow

16

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.

1 tool

Human In The Loop

16

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

16

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.

20 tools

Twitter

16

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.

3 tools

LinkedIn Spider

16

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.

7 tools

OpenAI Image Generation

16

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.

2 tools

macOS Tools

16

A specialized macOS system utility server providing real-time performance monitoring, historical metric tracking via SQLite, and advanced file searching with native tagging support.

2 tools

plantuml-mcp-server

16

An MCP server that enables generation, encoding, and decoding of PlantUML diagrams with support for local file saving and automated error correction.

3 tools

Outlook

16

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.

1 tool

mcp-progressive-agentskill

16

A tool-management MCP client that implements three-layer progressive disclosure to optimize token usage by lazy-loading tool definitions and server metadata.

6 tools

mcp-chatbot

16

MCP Chatbot powered by Anthropic Claude. Delivering on‐demand literature search and summarisation for academics and engineers

2 tools

mcp-server-microsoft-paint

16

9 tools

messages

Failed
16

A specialized MCP server for macOS that provides fuzzy search and browsing capabilities for Apple Messages (iMessage/SMS) with contact resolution and conversation threading.

6 tools

KnowledgeGraph MCP Server

16

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.

11 tools

Paperclip

16

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

16

A FastMCP server that integrates with the Replicate API to provide resource-based image generation, model discovery, and progress tracking for AI model inference.