"Converting User Requirements to Technical Specifications" matching MCP servers:

Enables users to look up, search and compare the listing and submission requirements that Claude, ChatGPT, Cursor and the Official MCP Registry impose on connectors and plugins. Every answer comes from a bundled, read-only dataset and carries source citations, an evidence label and the date the requirement was last verified.

Enables AI assistants to convert recipe amounts between volume and weight for specific ingredients using measured densities, scale recipes, and convert oven temperatures, with source citations and alternative published values.

Enables AI assistants to look up US census tract, block group, block, county FIPS, and legislative districts from a street address or latitude/longitude via the Census Geocoder, and to decode census GEOIDs offline.

Enables AI assistants to convert raw and cooked weights for meat and poultry by cut and cooking method from USDA data, calculate how much raw meat to buy for cooked servings, and look up cooking yields and sample ranges.

Enables resolving the likely employer behind Gmail, Outlook, iCloud, Yahoo, and other free-mail signups by checking public Gravatar profiles, signed GitHub commits, and LinkedIn results. It returns the person’s name, employer, employer domain, confidence score, and evidence URLs.

MCP server for consulting vehicle data from DETRAN TO official source. Read-only, pay-per-use, works with any MCP-compatible client.

Enables querying of a locally pinned snapshot of the Education-to-Workforce Indicator Framework — 99 indicators and 11.8M observations — to browse questions, describe metrics, resolve places, and fetch or rank data across national, state, county, and district levels.

This project implements a Model Context Protocol (MCP) server providing Formula One racing data using the Python FastF1 library. Inspired by an existing TypeScript server, it offers similar F1 data functionalities natively in Python via FastF1.

Enables searching government awards through the Sell to State API by proxying JSON-RPC to the live HTTP MCP endpoint, requiring an API key.

Enables consultation of negative debt certificates (Certidão Negativa de Débitos) from the Palmas, TO city government through an official source.

Enables natural language queries to official dental council registration data in Tocantins, Brazil. Read-only, hosted, and works with any MCP client.

Serves the free Frankfurter exchange-rate API as MCP tools over stateless Streamable HTTP on Cloudflare Workers, letting clients list supported currencies, fetch the latest rates, and look up historical rates for a given date. Each OpenAPI operation becomes one tool, with argument validation and per-IP rate limiting.

Enables searching and retrieving UK research grants, award values, institutions, and publications from the UKRI Gateway to Research API without authentication.

MCP server that wraps the Korean government's '나라장터 사전규격정보서비스' API, enabling natural language search and retrieval of public procurement pre-specifications through simplified tools.

Enables LLMs to decode Vehicle Identification Numbers and look up vehicle makes, models, years, and specifications offline using a curated NHTSA vPIC database.

Enables querying Colombia's official TRM (USD/COP) exchange rate for any date, retrieving historical ranges with statistics, and converting between USD and COP at official rates.

Enables researchers to query public ENA and BioSamples genomics data in plain English through any MCP client, including counting records, searching samples, retrieving sample details, and checking metadata quality against project requirements.

Enables AI assistants to access and compare Japanese public data from e-Stat, corporate registration, real estate, and invoice APIs, automatically converting codes into human-readable formats with sources and timestamps.

Provides structured access to eRegulations API data, enabling querying of administrative procedures, steps, requirements, and costs through natural language.

Enables LLMs to access Swedish educational data through Skolverket's open APIs, allowing users to search curricula, courses, schools, adult education programs, and analyze educational requirements and standards. Provides comprehensive tools for teachers, students, guidance counselors, and educational researchers to interact with official Swedish education data.

Enables AI agents and MCP clients to look up Indian equities, retrieve transparent technical signals and trend regimes, and compare symbols using public Yahoo Finance data without API keys.

Enables local, zero-network access to yacht passport specifications and hydrodynamic coefficients for 93 models, with tools to list models, retrieve specs, compute coefficients, and check snapshot health without external API calls.

Enables searching WHO's published output through IRIS, including guidelines, technical reports, and governing-body documents, and retrieving full records with direct PDF download links.

MCP server for converting PLSS legal descriptions to GPS coordinates and vice versa, enabling AI agents to work with U.S. Public Land Survey System data.

Institutional Financial Intelligence MCP Server for Claude Desktop & AI Agents. Sub-second market data, technical indicators, SEC EDGAR 10-K parsing, and local SQLite backtesting.

Provides access to the French e-phy catalog for detailed information on pesticides, fertilizers, and other phytosanitary products. It enables users to search for products, retrieve authorized usage specifications, and check the approval status of active substances.

Enables AI assistants such as Claude, ChatGPT, and Cursor to search Korean public procurement bid announcements, view detailed bid information, access pre-specifications, and analyze award history from 나라장터 (Public Procurement Service), with source links and no installation or API key required for basic use.

Enables searching a multilingual terminology database for scientific, technical and IP legal terms, returning validated equivalents in 10 languages with reliability ratings, defining context, usage notes and sources. Also supports looking up full concept records by id and listing the accepted subject-field and language codes.

Enables consumer-goods exporters to get export plans, rank markets, identify responsive buyer types, check market-entry requirements, and estimate pricing through natural-language AI clients, backed by UN Comtrade statistics and anonymized outreach reply data.

Enables AI assistants to search and analyze Korean corporate disclosures, financial statements, ownership data, XBRL, insider trading signals, accounting-risk scores, and Buffett-style quality metrics, while converting HWP/PDF attachments into Markdown.

Enables querying Romanian leu reference exchange rates from the National Bank of Romania for any day since 2005, converting amounts to and from RON, exploring historical rate series, and computing ANAF-style annual averages.

Enables AI tools to browse all 14 NASA Space Apps 2026 challenges, get curated NASA datasets ranked by usefulness with their access requirements and runnable starter code, and search NASA's live CMR catalog. Read-only with no account or API keys required.

Provides comprehensive vehicle reports by aggregating data from multiple public sources to decode VINs, check recalls, and view safety ratings. It enables users to validate VINs locally and retrieve technical specifications, fuel economy, and vehicle photos without requiring API keys.

Provides geospatial data intelligence tools for inspecting, querying, and converting geospatial data using DuckDB Spatial.

Provides real-time access to menus from all six MIT Bon Appétit dining halls. It enables users to query daily or weekly schedules and filter options by specific dietary requirements such as vegan, halal, or gluten-free.

Enables querying cannabis testing limits, controlled substance schedules, and compliance requirements across US states, UN/EU, and Health Canada jurisdictions with source-linked data.

Provides real-time aircraft tracking data from OpenSky Network combined with FAA aircraft registry information, enabling rich aviation queries that merge live flight positions with technical specifications.

Enables AI assistants to query and analyze Korean OpenDART disclosures, financial statements, shareholding changes, XBRL data, insider trading signals, accounting-risk scores, and Buffett-style quality metrics, while converting HWP/PDF attachments into markdown for natural-language research.

MCP server that exposes the ehr_building_data tool to query the Estonian Building Register by EHR code, returning a compact summary of building info (address, technical data, usage, energy certificate, cadastral units) excluding geometry.

Provides TradingView-style market analysis with OHLCV candles, 19 technical indicators, a screener, and a backtester using public Yahoo Finance data without API keys.