"Understanding Boss Mode" matching MCP servers:

Enables reading and understanding NetCDF files, providing tools to inspect structure, variables, metadata, and data quality for scientific datasets.

Enables AI assistants to search and retrieve peer-reviewed academic articles exclusively from Springer Nature's open access collection. It provides a specialized mode for research-driven conversations, allowing users to toggle scholarly-only search and fetch full article content.

Enables AI assistants to search and retrieve enriched European tech freelance job listings from EURES and Arbeitnow, with filtering by keyword, category, seniority, work mode, or contract type and access to full job details via ID.

Connects Claude, ChatGPT, and other AI agents to Caixa Econômica Federal accounts via Open Finance Brasil, enabling natural language queries about balances, transactions, credit card bills, and investments in read-only mode.

MCP server for querying official Campo Grande (MS) electronic service invoices (NFS-e) data in read-only mode, with a single consult tool and prepaid credit pricing.

Enables AI assistants to search and retrieve French job profiles, RNCP certifications, training programs, training centers, and skills comparisons in read-only mode without requiring an account.

MCP server for consulting official ANTT transport data in read-only mode via a hosted HTTP endpoint. Works with any MCP-compatible client, including Claude, ChatGPT, and Cursor.

Queries South Korean building register data (e.g., floor area, parking, seismic design) via a single unified tool, converting API responses to Korean field names for easy AI understanding.

Live and historical electricity prices, demand, generation mix and carbon intensity for 25 grid zones (US, Europe, GB, Australia). Hosted endpoint plus local stdio bridge; free sample mode, free API key, or x402 pay-per-call.

A read-only MCP server exposing Toss Securities Open API tools for Korean and US stock quotes, symbol search, order books, candles, exchange rates, market calendars, rankings, and market indicators. It does not implement account access or order placement, ensuring no side effects.

A bridge between large language models and Dutch parliamentary data, providing access to Dutch parliamentary documents, debates, and member information from the Tweede Kamer.

Provides access to Japanese statistical standard area codes (標準地域コード) from official government data, enabling users to list and search area codes by prefecture or municipality name.

Enables users to search Japanese schools by name or prefecture and retrieve school codes and location details from MEXT school-code data.

Enables MCP clients to query live OpenRouter LLM pricing and monthly price history back to 2023 without API keys. It supports finding the cheapest model for a job, estimating workload costs, tracking price changes, and comparing providers.

Enables MCP clients to search and analyze monthly Hacker News "Who is hiring?" threads by parsing free-form job comments into structured fields such as company, role, location, work mode, salary, visa, and technologies, with tools for listing threads, searching jobs, retrieving individual posts, and viewing hiring trends.

Enables AI builders to discover trending open-source projects for a given task by ranking repos based on GitHub momentum, npm/PyPI growth, and Hacker News buzz, with tools to recommend, search, assess health, and compare repositories.

Enables lookup of prefecture, municipality, and town area information from 7-digit Japanese postal codes using Japan Post data. Returns all matching town areas when a postal code maps to multiple areas.

Provide access to the LittleSis API to track corporate power and accountability. Enable querying and exploring relationships and entities related to corporate influence. Facilitate integration of corporate data into LLM applications for enhanced context and insights.

MCP standards server that grounds K-12 lesson plans by providing tools to look up standards, progressions, curriculum, misconceptions, and learning components from open educational data.

An MCP server that integrates AI retrievals with NASA's Common Metadata Repository (CMR), allowing users to search NASA's catalog of Earth science datasets through natural language queries.

Enables natural-language access to Chess.com's public API, exposing player, club, tournament, puzzle, and leaderboard data through tools and resources without authentication.

Provides access to Seoul public data including subway passenger statistics and cultural event information through a Model Context Protocol server.

Access to many public datasets right from your LLM application.

Enables AI agents to interact with RuneScape 3 and OSRS ecosystems through tools for Grand Exchange prices, player stats, and server data.

MCP server for querying official court process data from TRF5 (Brazil's 5th Regional Federal Court) in read-only mode, with pay-per-use credit. Enables natural language consultation of tribunal processes via MCP-compatible clients.

Enables AI agents to retrieve Official Code of Georgia Annotated statutory text by citation or full-text topic search, returning section status, catchlines, editor's notes, cross references, and every stored historical version along with the enacting and amending Acts. Keyless and requires no signup, with citation parsing and error handling delegated to the upstream Georgia Commons API.

This server enables large language models to access and interact with real-time transport alerts from Transport for NSW's network, supporting filtering by transport mode and returning formatted alert information about disruptions and planned works.

Serves read-only public datasets over the Model Context Protocol, starting with the PrivacyMatrix dataset of AI app privacy practices.

Enables retrieval of South Carolina Code of Laws sections by statute citation, returning the corresponding legal text from public legislative data.

Enables retrieval of Minnesota state statutes by citation, returning official public-record statute text and distinguishing missing sections with 404 responses.

Provides MCP tools for retrieving active weather alerts by U.S. state and short-term forecasts by latitude/longitude using the National Weather Service API.

Enables querying AI model lifecycle and deprecation data across OpenAI, Anthropic, Google Gemini, and Amazon Bedrock, including model status, sunset dates, and recommended replacements via MCP tools.

Enables AI agents to retrieve current weather conditions and 3-day forecasts for cities through standardized MCP tools over stdio.

Enables users to retrieve live pricing data for AI models across vendors, including input and output prices per 1k tokens, via a simple API.

Enables users to retrieve real-time weather, multi-day forecasts, and air quality data for cities worldwide through MCP tools in Cursor or other clients, using free Open-Meteo data with no API keys required.

Verifies Texas plumbing contractor licenses in real time from official TSBPE data, supporting lookups by contractor name, license number, and county. It charges $0.05 USDC per paid query using the x402 protocol, with free discovery tools.