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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Personal Knowledge MCP Server

16

A unified personal knowledge base MCP server that indexes local documents (PDF, DOCX, MD) and enterprise platforms like Feishu and WeChat Work for AI client access.

5 tools

OpenTK Dutch Parliament

16

MCP (Model Context Protocol) Server. Provides a bridge to Dutch parliamentary data through Bert Hubert's tkconv service, enabling search across documents, MP information retrieval, and access to official records for political research and civic engagement.

17 tools

Google Maps

16

A Google Maps Platform MCP server that grounds Gemini AI responses with real-world spatial data, including places, routing, elevation, and 3D map visualization.

janee

Needs Setup
16

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

Code Runner

16

MCP (Model Context Protocol) Server. Executes code snippets in isolated Docker containers with resource limits and security controls for safe testing and debugging across multiple programming languages.

QDrant RagDocs

16

A robust RAG implementation that enables semantic document indexing and retrieval using Qdrant vector database with support for Ollama and OpenAI embeddings.

4 tools

mcp-server-ollama-deep-researcher

16

A deep research MCP server that performs advanced topic synthesis by automating web searches via Tavily, Perplexity, or Exa and processing information using local or remote LLMs.

3 tools

Claude Runner MCP

16

An MCP server for scheduling and executing Claude Code CLI tasks via cron expressions, featuring a web dashboard and webhook support. It enables users to dynamically create custom MCP servers, manage recurring AI jobs, and track execution history with token and cost analytics.

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

Bybit Crypto Exchange

16

MCP (Model Context Protocol) Server. Provides read-only access to Bybit's cryptocurrency exchange API for retrieving real-time market data, order book information, and account details.

12 tools

MCP Picnic

16

A comprehensive MCP server enabling AI assistants to manage Picnic supermarket tasks including product search, real-time delivery tracking, and intelligent cart management for users in the Netherlands and Germany.

29 tools

MkDocs Search

16

An MCP server that enables AI to search and retrieve content from MkDocs-powered documentation sites by leveraging Lunr.js search indexes and converting HTML results into structured Markdown.

2 tools

Red Hat Jira

16

A comprehensive MCP server for Red Hat's Jira instance, enabling AI assistants to manage issues, sprints, boards, and project administration via 30 specialized Jira tools.

30 tools

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.

Chess

16

MCP (Model Context Protocol) Server. Integrates with chess engines and libraries to provide game analysis, move generation, and position evaluation for chess applications and research.

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

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

BoostSecurity

16

Powered by BoostSecurity, the MCP guardrails coding agents against introducing dependencies with vulnerabilities, malware or typosquatting.

1 tool

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

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

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

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

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

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

mcp-email-client

16

Email Client as MCP Server. Feature: multiple configuration, more than just gmail

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

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

Together AI Image Generation

16

MCP (Model Context Protocol) Server. Integrates with Together AI's Flux.1 Schnell model to generate images from text prompts for creative and visual design tasks.

1 tool