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Provides real-time stock price information from Yahoo Finance API for global markets with multi-currency support, market state tracking, and no rate limits.

Small Python MCP server that provides web search and page fetching tools via DuckDuckGo, requiring no API key.

This project replaces error-prone, 2-day manual structural reviews with a 4-minute Agentic AI workflow that parses IFC models for code compliance. It ensures structural safety through real-time 3D visual overlays, explainable reports, and automated "auto-fix" design suggestions.

data.govt.nz CKAN MCP.

Real-time crypto intelligence: technical analysis, sentiment, and funding rates

Macrostrat MCP — geologic map / column / unit data for North America and beyond.

Shakespeare Insult generates creative Elizabethan-era insults via the StupidAPIs insult API. Supports classical and targeted modes for personalized Shakespearean abuse. Access through the Pipeworx gateway with no authentication required.

Exposes every operation from the meloQA v1 API as MCP tools, enabling LLM clients to read and manage meloQA projects, test cases, cycles, executions, bugs, links, and reference data.

Yelp MCP — wraps the Yelp Fusion API (api.yelp.com/v3)

A read-only MCP server that searches Chinese and global public platforms and fetches public pages, marking evidence status without judging truth.

Provides real-time financial data including exchange rates, Bitcoin prices, gold prices, and S&P 500 index via MCP tools and resources.

Enables MCP clients to query and export KoboToolbox field data using natural language, allowing users to ask questions about submissions and export data without manual logins.

Read-only Hyperliquid and cross-exchange market research for AI agents, providing structured tools for live market data without requiring authentication.

A pluggable MCP server written in Bash and jq

MCP server providing automated code linting, rule explanations, and configuration templates for wemake-python-styleguide, with structured violation reports and offline rule database.

A general-purpose MCP server with utility tools including datetime information, safe math calculations, text statistics, JSON extraction, knowledge base search, and HTTP GET requests. It demonstrates server-side MCP implementation and can be connected to Claude Desktop or LangGraph agents.

Token Lens analyzes and optimizes context window token usage for AI agents. It audits tool definitions, measures prompt token footprints, and suggests compression strategies to maximize effective context utilization. The server helps developers reduce costs and fit more meaningful context within model limits.

Enables a voice-enabled AI assistant to call 7 built-in MCP tools including calculator, web search (DuckDuckGo), weather (wttr.in), date/time, and local file read/write/list operations, integrating with Gemini 2.0 Flash for tool-calling conversations.

Enables AI agents to manage Jira projects and issues using natural language, including creating, updating, searching issues, managing sprints, and more via the Jira API.