Prototype · Preview: every server in the official registry, synced every 30 minutes. Reviews and accounts come in a later step.
PopNx MCPMCP servers for people who use AI · explained in plain words

Reference Data MCP Server

by cyanheadsversion 0.2.0i★ –iComputer or cloud
Registry nameio.github.cyanheads/reference-data-mcp-server

Install

Overview

Description from the maker (original English)

Countries, timezones, elements, constants, HTTP status codes, unit conversion, and MIME type lookup.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Install

Pick the AI app you use, then copy the settings.

Before you install

You need

  • Runs in the cloudNothing to install; it connects over the internet
  • npmNode.js installed (for the npx command)

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

  1. Open Settings → Connectors
  2. Press Add custom connector
  3. Paste the address below and press Add
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Add2https://…3
https://reference-data.caseyjhand.com/mcp

Or run it on your computer

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "reference-data": {
      "command": "npx",
      "args": [
        "-y",
        "@cyanheads/reference-data-mcp-server"
      ],
      "env": {
        "MCP_LOG_LEVEL": "your-value"
      }
    }
  }
}

Run this in your terminal

claude mcp add --transport http reference-data https://reference-data.caseyjhand.com/mcp

Or run it on your computer

claude mcp add reference-data --env MCP_LOG_LEVEL=your-value -- npx -y @cyanheads/reference-data-mcp-server

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "reference-data": {
      "url": "https://reference-data.caseyjhand.com/mcp"
    }
  }
}

Or run it on your computer

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "reference-data": {
      "command": "npx",
      "args": [
        "-y",
        "@cyanheads/reference-data-mcp-server"
      ],
      "env": {
        "MCP_LOG_LEVEL": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "reference-data": {
      "type": "http",
      "url": "https://reference-data.caseyjhand.com/mcp"
    }
  }
}

Or run it on your computer

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "reference-data": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@cyanheads/reference-data-mcp-server"
      ],
      "env": {
        "MCP_LOG_LEVEL": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

  1. Open ChatGPT on the web → Settings → Connectors (Apps)
  2. Press Create or Add (some plans need Developer mode under Advanced first)
  3. Paste the address below, give it a name and save
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Create2https://…3
https://reference-data.caseyjhand.com/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

Values you fill in

  • MCP_LOG_LEVEL env
    Sets the minimum log level for output (e.g., 'debug', 'info', 'warn').

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Tool names and descriptions exactly as the server reported them on Nov 7, 2026. The maker wrote them, not us; we show them as plain text.

  • ref_geo_lookup

    Look up a country by name, ISO alpha-2 code (2 letters), or ISO alpha-3 code (3 letters). Returns the full record: capital, region, official languages, currencies, calling codes, TLD, flag emoji, and IANA timezone IDs. Accepts fuzzy name matching — "Brasil" and "Brazil" both reso

  • ref_geo_search

    Search and filter countries by region, subregion, language, currency, or free-text keyword. At least one filter is required. Returns a ranked list of matching country summaries. Use ref_geo_lookup to get the full record for a specific result.

  • ref_timezone_lookup

    Get timezone info by IANA ID, country code, or partial city/region name. Returns current UTC offset, standard offset, whether DST is currently active, and major cities in the timezone. When querying by country code (ISO alpha-2), returns all timezones observed in that country. Ac

  • ref_timezone_convert

    Convert a local datetime from one timezone to another. Takes a local time string (no UTC offset, e.g., "2026-05-24T15:30:00") interpreted as local time in the source timezone, returns the equivalent local time in the target timezone. Shows both UTC offsets so DST transitions are

  • ref_element_lookup

    Look up a periodic table element by name, chemical symbol, or atomic number. Returns the full data record: atomic number, symbol, name, atomic mass (in unified atomic mass units), electron configuration, group, period, block, category (e.g., "noble gas", "transition metal"), Paul

  • ref_element_search

    Filter periodic table elements by category, group, period, atomic number range, or atomic mass range. At least one filter is required. Returns matching elements as a summary list. Use ref_element_lookup for the full record on a specific element. Valid categories: alkali metal, al

  • ref_constant_lookup

    Look up a fundamental physical constant by name, symbol, or common alias. Returns the CODATA 2022 value, SI unit expression, relative standard uncertainty, and a short description. Recognizes common names and symbols — "speed of light", "c", "Avogadro's number", "N_A", "Planck",

  • ref_unit_convert

    Convert a numeric value between compatible units of measure. Supports: length (mm, cm, m, km, in, ft, yd, mi), mass (mcg, mg, g, kg, oz, lb, mt = metric tonne / 1000 kg, t = US short ton / 907.18 kg), volume (ml, cl, dl, l, kl, tsp, Tbs, fl-oz, cup, pnt, qt, gal, m3), temperature

  • ref_http_status

    Look up an HTTP status code by number or keyword. Returns the reason phrase, description, category (1xx Informational, 2xx Success, 3xx Redirection, 4xx Client Error, 5xx Server Error), whether the code is cacheable by default, and the defining RFC with section reference. For key

  • ref_mime_type

    Look up a MIME type by type string or file extension. Accepts "image/webp", ".webp", or "webp". Returns the canonical MIME type, known file extensions, whether the type is compressible (relevant for Content-Encoding decisions), and the data source (iana, apache, nginx). For exten

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified with the GitHub account cyanheads, which owns the repo

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • ✓ Pass

    Endpoint responds

    Responded in 244 ms (HTTP 200)

  • – Not applicable

    Sign-in with OAuth

    No sign-in needed

  • ✓ Pass

    No hidden instructions in tool descriptions

    Read 10 tool descriptions and found no hidden instructions to the AI

Compared with others in Otheri

  • More stars than 0% of the other 18428 servers in this category
  • Published to the registry more recently than 79% of the other 18428 servers in this category
  • Basic checks equal to or better than 100% of the other 18428 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Reference Data MCP Server safe?

It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

Either way works: install it on your computer or connect to the cloud version.

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.2.0) reached the registry 10 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, Winecellarbuilders

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Spec Driven Development

by formulahendry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

Runs on your computer★ 440MITUpdated 14 months ago
Install

Remote Desktop Commander

by desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

Runs in the cloud★ 211Updated 3 days ago
Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

@cyanheads/reference-data-mcp-server Look up countries, timezones, periodic table elements, physical constants, units, HTTP status codes, and MIME types via MCP. STDIO or Streamable HTTP. 10 Tools • 3 Reference Resource Families • 1 Agent Skill

Public Hosted Server: https://reference-data.caseyjhand.com/mcp


Overview

Countries, timezones, periodic table elements, physical constants, units, HTTP status codes, and MIME types in one place. Look up, search, and convert across all of them, entirely offline with no API keys or rate limits.

Tools
ToolDescription
ref_geo_lookupLook up a country by name, ISO alpha-2, or alpha-3 code.
ref_geo_searchSearch and filter countries by region, subregion, language, or currency.
ref_timezone_lookupGet timezone info by IANA ID, country code, or city name.
ref_timezone_convertConvert a local datetime from one timezone to another.
ref_element_lookupLook up a periodic table element by name, symbol, or atomic number.
ref_element_searchFilter periodic table elements by category, group, period, or property range.
ref_constant_lookupLook up a CODATA 2022 physical constant by name, symbol, or alias.
ref_unit_convertConvert a numeric value between compatible units of measure.
ref_http_statusLook up an HTTP status code by number or keyword.
ref_mime_typeLook up a MIME type by type string or file extension.
Resources
ResourceDescription
ref://countries/{alpha2}Full country record by ISO alpha-2 code.
ref://elements/{number}Full element record by atomic number.
ref://timezones/{iana_id}Timezone info by IANA ID (slashes percent-encoded as %2F).
skill://reference-data-guide/SKILL.mdAgent guide for resolving locations and converting meeting times across DST transitions.

The three reference families use four URI template routes: countries, elements, encoded timezone IDs, and an unencoded-timezone-slash route that returns retry guidance. The guide is a separate skill resource.

Reference data is also reachable via tools — use ref_geo_lookup, ref_element_lookup, and ref_timezone_lookup when you need flexible query modes or country search.

The reference-data guide is included in plugin installs and available through MCP resource discovery or the Skills extension (skills/list and skills/get). It covers location resolution, repeated-hour disambiguation, and search-completeness gates.


Capability reference

ref_geo_lookup tool
  • Accepts fuzzy name matching ("Brasil" resolves to "Brazil"); a fuzzy hit adds an enrichment notice naming the canonical result
  • Lookup modes: auto (alpha2 → alpha3 → name), name, alpha2, alpha3; numeric ISO codes are not supported
  • Returns capital, region/subregion, languages, currencies, calling codes, TLD, flag emoji, and IANA timezone IDs

ref_geo_search tool
  • At least one filter required (no_filters error otherwise): keyword (name, native name, capital, subregion), region, subregion, language (ISO 639-1 code or name), or currency (ISO 4217 code or name)
  • Limit 1–100 (default 20); truncated flag and totalMatches count when results are cut off
  • Empty result set returns a notice echoing the applied filters

ref_timezone_lookup tool
  • Lookup modes: auto (IANA ID → country code → city name), iana, country; partial city matching ("Tokyo" → "Asia/Tokyo", "NY" → "America/New_York")
  • Country-code queries return every timezone observed in that country
  • Optional at (ISO 8601) evaluates DST state at a specific moment instead of now; malformed values raise invalid_at
  • Returns current/standard UTC offsets, DST status and abbreviations, major cities, and country codes

ref_timezone_convert tool
  • datetime must be a local ISO 8601 string without an offset (regex-enforced, e.g. 2026-05-24T15:30:00); from_tz/to_tz accept full IANA IDs or unambiguous city names
  • Rejects out-of-range calendar dates and spring-forward DST gaps as invalid_datetime; unrecognized zones as invalid_timezone
  • Returns source and target local datetimes with their respective UTC offsets, plus the UTC equivalent

ref_element_lookup tool
  • Lookup modes: auto (atomic number → symbol → name), name, symbol, number
  • Full property set: atomic mass (atomic_mass_estimated flag), electron configuration, group/period/block, category, Pauling electronegativity, density, melting/boiling points in kelvin, phase at STP, radioactivity, natural occurrence, discovery data
  • Data sourced from PubChem/IUPAC 2024; synthetic or unstable elements return null for experimentally inaccessible properties

ref_element_search tool
  • At least one filter required (no_filters error otherwise): category (partial match), group (1–18), period (1–7), atomic-number range, or atomic-mass range
  • Valid categories: alkali metal, alkaline earth metal, transition metal, post-transition metal, metalloid, reactive nonmetal, noble gas, lanthanide, actinide
  • Returns summaries (atomic number, symbol, name, mass, category) plus a totalMatches count and a notice when nothing matches

ref_constant_lookup tool
  • Fuzzy alias matching: "speed of light", "c", "Avogadro's number", "N_A", "Planck", "h", "Boltzmann", "k_B" all resolve against 32 CODATA 2022 constants
  • match_strategy discriminates how the query resolved: exact_symbol, exact_name, or fuzzy (closest candidate — verify before reuse)
  • Returns value, SI unit expression, absolute/relative uncertainty (exact flag for defined constants), CODATA identifier, and up to 3 related constants

ref_unit_convert tool
  • 11 measurement domains: length, mass, volume, temperature (non-linear C/F/K/R), speed, pressure, energy, power, frequency, digital storage, angle
  • Mass mt is the metric tonne (1000 kg); t is the US short ton (907.18 kg) — distinct units, easily confused
  • Typed errors: incompatible_units (mismatched quantities), unknown_unit (unrecognized abbreviation), below_absolute_zero (with the Kelvin equivalent)

ref_http_status tool
  • Numeric queries (e.g., "404") return an exact match; keyword queries (e.g., "not found", "too many requests") return the closest match plus alternatives
  • Returns reason phrase, description, category (1xx–5xx), cacheability per RFC 9110, and the defining RFC with section reference

ref_mime_type tool
  • Accepts "image/webp", ".webp", or "webp" interchangeably
  • Extension lookups return the canonical MIME type first; additional types sharing the extension are listed as alternatives
  • Returns extensions, a compressibility flag (relevant for Content-Encoding decisions), and the data source (iana/apache/nginx)

ref://countries/{alpha2} resource
  • Full country record as application/json — same fields as ref_geo_lookup
  • alpha2 accepts either case; an unmatched code returns a notFound error

ref://elements/{number} resource
  • Full element record as application/json — same fields as ref_element_lookup
  • number must be an integer string 1–118; out-of-range or unmatched values return notFound

ref://timezones/{iana_id} resource
  • Timezone record as application/json — same fields as ref_timezone_lookup, plus evaluated_at
  • Slashes in the IANA ID must be percent-encoded as %2F (e.g. America%2FNew_York); an unencoded slash matches a separate catch-all that returns an actionable error with the correctly encoded URI

Features

Built on @cyanheads/mcp-ts-core: stdio and Streamable HTTP transports, pluggable auth (none / jwt / oauth), swappable storage (in-memory, filesystem, Supabase, Cloudflare KV/R2/D1), structured logging with optional OpenTelemetry tracing.

Reference-data-specific:

  • Entirely in-memory — all datasets load at startup; no runtime network calls, no API keys, no rate limits
  • Works offline and in air-gapped environments
  • Seven specialized services: geo (countries-list), timezone (Node.js Intl + @vvo/tzdb), elements (PubChem/IUPAC 2024, 118 elements), constants (CODATA 2022, 32 entries), units (convert-units), HTTP status (IANA registry), MIME types (mime-db, ~1,000 types)

Agent-friendly output:

  • Structured error contracts on every tool — typed reason codes (no_match, no_filters, unknown_unit, incompatible_units, below_absolute_zero, invalid_timezone, invalid_datetime, invalid_at) with actionable recovery hints
  • Discriminated outputs where relevant — truncated flag on search results, alternatives arrays on MIME/HTTP keyword matches, atomic_mass_estimated flag on element data, match_strategy on constant lookups
  • Consistent null for genuinely unknown or inapplicable values rather than absent fields

Getting started

Public Hosted Instance

A public instance is available at https://reference-data.caseyjhand.com/mcp — no installation required. It serves Streamable HTTP; each client takes its own config shape.

For Claude Code:

claude mcp add --transport http reference-data-mcp-server https://reference-data.caseyjhand.com/mcp

For Cline (cline_mcp_settings.json):

{

"mcpServers": { "reference-data-mcp-server": { "type": "streamableHttp", "url": "https://reference-data.caseyjhand.com/mcp" } } }

For Cursor (mcp.json):

{

"mcpServers": { "reference-data-mcp-server": { "url": "https://reference-data.caseyjha

Only the beginning is shown; read the rest in the repo

Ask PopNx