AI & ML

An unofficial MCP server for Perplexity AI that uses Pro subscriptions and browser cookies instead of API keys to provide real-time web searches and access to various LLMs.

A comprehensive threat analysis MCP server that provides detailed risk assessments and reputation scores for IP addresses, file hashes, domains, and URLs through the Ioc Search API.

A comprehensive MCP server for graph analysis and visualization, offering tools for relationship extraction, centrality calculations, and generating interactive D3.js force-directed layouts.

A comprehensive PDF management server offering advanced form filling, structural editing (merge, extract, rotate), signing, and both native and OCR-based text extraction.

An MCP server and CLI for extracting structured data from invoices, receipts, and bank statements using local Vision AI (Ollama) or Gemini, with persistent SQLite storage.

A specialized MCP server designed to automate RPG Maker MZ game development, allowing AI to programmatially edit database files, manage assets, create map events, and execute automated playtests.

A Model Context Protocol server that enables AI models to fetch, parse, and manage RSS and Atom feeds, including support for feed registration and content retrieval.

MCP server for Gleba - Manage your farm from Claude, ChatGPT or any MCP-compatible AI assistant. Potager, verger, élevage, comptabilité.

A tool that enables LLMs to send emails through the Blastengine API, supporting automated notifications and messaging workflows.

A write-enabled extension for Braze that allows developers and solution engineers to manage user profiles, trigger campaigns, and handle catalogs within test environments with built-in safety features.

A TypeScript-based MCP server that connects LLMs to Prometheus, enabling PromQL queries, metric discovery, and monitoring of alerts and system status.

A Model Context Protocol server that facilitates secure interaction with Slack workspaces using OAuth 2.0. It enables LLMs to list channels and post messages while managing token persistence and dynamic client registration.

A versatile MCP server providing image generation capabilities using Google Gemini 2.5 Flash and real-time US weather alerts and forecasts via the National Weather Service API.

An enterprise-grade data analysis MCP server that provides tools for discovering data sources, configuring analyses, and executing workflows with intelligent caching and secure session management.

A comprehensive MCP server that bridges Manufacturing Execution Systems (MES), Maintenance Management (CMMS), and IoT devices to streamline factory operations and asset tracking.

Enables AI models to query and analyze Kubernetes cluster logs through Grafana Loki, supporting semantic operations like error aggregation and pod restart detection. It provides tools for regex-based log searching and namespace discovery to facilitate natural language troubleshooting.

An academic research MCP server that provides deep integration with the OpenAlex database to search over 260 million scholarly works with metadata like citation counts and institutional affiliations.

A threat intelligence MCP server for performing IP reputation checks, CIDR analysis, and log enrichment using the AbuseIPDB database with built-in caching and rate limiting.

Enables AI agents to record and rank learnings, facts, and methods through a collaborative voting framework. It provides tools for agents to surface the most useful information across sessions using persistent memory storage.

A Model Context Protocol server that facilitates AI interaction with MySQL databases through query execution, schema inspection, and table listing.

A specialized MCP server for RAG (Retrieval-Augmented Generation) workflows, enabling AI agents to generate OpenAI embeddings and perform semantic vector searches using ChromaDB.

A specialized MCP server for building and querying a cardiology-focused knowledge graph in Neo4j using LLM-powered extraction from medical documents and PDFs.

A specialized MCP server for local file analysis, offering tools for text metrics, file reading, and directory browsing to help LLMs process local data securely.

A comprehensive MCP server providing 31 tools for Google Sheets management, data manipulation, and structured table-level operations with support for Service Account and OAuth 2.0 authentication.

A Python-based MCP server for managing Paytm payment services, including creating payment links and retrieving transaction details.

A specialized MCP server for Microsoft Dynamics 365 Finance & Operations that facilitates full lifecycle management of X++ objects including creation, modification, and dependency-safe deletion.

A financial analysis tool for South Korean listed companies that integrates the DART (OpenAPI) system into Claude for detailed financial metrics and company comparisons.

Integrated with the EduChain library, this server provides tools for generating educational content like MCQs, lesson plans, and flashcards using Gemini LLMs via LangChain.

The DiSH MCP Server enables AI assistants to interact with the DiSH room booking platform to search availability, create, cancel, and reschedule meeting room reservations.

Enables AI assistants to search documentation, read and update configuration files, and discover settings across your development workspace. Supports JSON, YAML, TOML, and Markdown files with seamless integration for GitHub Copilot and other MCP clients.