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Startup ecosystem intelligence for VC deal sourcing gives your AI assistant instant access to 8 public data sources — patents, GitHub activity, job postings, ArXiv research, tech stacks, corporate registries, and SaaS competitive data — all fused into a single structured deal memo.

Estimates token costs and compresses prompts before LLM requests, enabling teams to optimize spending and stay within budget constraints. Provides accurate pre-execution cost predictions across multiple LLM providers with configurable compression strategies.

Used vehicle inspection scoring and live dealer B2B auction platform (Carsome style)

Open-Meteo MCP — weather forecast + historical reanalysis + sister APIs

GapBase provides access to a curated database of 474 validated business opportunity gaps sourced from Reddit, LinkedIn, and X, organized across seven industries including ecommerce, healthcare, legal, and accounting. Each gap includes a problem statement and suggested solution direction, searchable by keyword or industry. The server operates entirely offline with no network calls or data collection, and surfaces five weekly trending gaps from live social signals.

Edge-quantized multimodal spatial point locator (MiniCPM-V / Molmo style)

opencode can do all the things related to code.

Knowledge graph causal discovery over multi-domain research data, delivered through a single Model Context Protocol interface.

This BlueSky MCP server, developed by berlinbra, provides access to BlueSky social network data through its official API. Built with Python and leveraging the Model Context Protocol, it offers tools for retrieving user profiles and social graph information. The implementation features built-in authentication handling, session management, and comprehensive error handling. It's particularly useful for AI assistants and applications needing to incorporate BlueSky social data, enabling use cases such as user analysis, network visualization, and content discovery without directly dealing with the complexities of the BlueSky API.

GenPark AI Skill - Design tiered customer loyalty programs with points systems, rewards and ROI projections

Minimal MCP server that provides access to Google's Gemini API with Google Search grounding for up-to-date information through a single ask_gemini tool.

FlareOracle MCP Server — 12 DeFi risk & compliance tools for Flare Network. FTSOv2, FAssets, FDC, protocol health, compliance screening. MIT licensed.

A minimal implementation of a Model Context Protocol (MCP) server

Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal registrations, view menus, and track billing. It supports conversational commands for tasks like cancelling meals, estimating nutrition, and checking account balances.

Provides custom prompts for Amazon Q by serving markdown files from the local filesystem as prompt templates through the Model Context Protocol.

A Model Context Protocol (MCP) server for integrating ArgoCD GitOps continuous delivery tool with GenAI applications, enabling intelligent Kubernetes deployment management.

AI Automation Engineer building AI agents, n8n workflows, RAG chatbots, and MCP integrations using Claude AI and ChatGPT. Helping businesses automate repetitive tasks with smart, reliable AI-powered systems.

Agentic Code Intelligence Engine — MCP server that converts Git history into stakeholder-ready engineering reports with 18+ productivity metrics

MCP server for Radicale/CalDAV servers, enabling AI agents to manage calendars and task lists by listing, creating, and deleting events and reminders.

Provides weather forecasts and alerts for US locations via the National Weather Service API, enabling AI assistants to deliver real-time weather information.