Mirobody
Lab results to LOINC codes and UCUM units, symptoms and diagnoses to ICPC-3. Offline, no API key.
Description from the maker (original English)
10 tools on official open data: EU VAT/LEI, TED tenders, PubMed, trials, registries, weather.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
AuthorizationValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http open-data 'https://mcp.apify.com/?tools=dataandbeyond/eu-company-verify,dataandbeyond/dk-statistics,dataandbeyond/scholar-search,dataandbeyond/pubmed-search,dataandbeyond/eu-tenders,dataandbeyond/france-company-search,dataandbeyond/nordic-company-registry,dataandbeyond/clinical-trials,dataandbeyond/vin-decode…' --header 'Authorization: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"open-data": {
"url": "https://mcp.apify.com/?tools=dataandbeyond/eu-company-verify,dataandbeyond/dk-statistics,dataandbeyond/scholar-search,dataandbeyond/pubmed-search,dataandbeyond/eu-tenders,dataandbeyond/france-company-search,dataandbeyond/nordic-company-registry,dataandbeyond/clinical-trials,dataandbeyond/vin-decode…",
"headers": {
"Authorization": "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.
Paste into .vscode/mcp.json in your project
{
"servers": {
"open-data": {
"type": "http",
"url": "https://mcp.apify.com/?tools=dataandbeyond/eu-company-verify,dataandbeyond/dk-statistics,dataandbeyond/scholar-search,dataandbeyond/pubmed-search,dataandbeyond/eu-tenders,dataandbeyond/france-company-search,dataandbeyond/nordic-company-registry,dataandbeyond/clinical-trials,dataandbeyond/vin-decode…",
"headers": {
"Authorization": "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.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
Authorization secret required HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 6, 2026
The registry name was verified with the GitHub account markatdataandbeyond, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 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.
You need to fill in: Authorization
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 11 days ago.
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.
In the same category: Mirobody, FHIR MCP Server, Google Health MCP
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
Lab results to LOINC codes and UCUM units, symptoms and diagnoses to ICPC-3. Offline, no API key.
MCP server providing seamless access to FHIR APIs for AI tools and healthcare applications
Privacy-first unofficial Google Health API v4 MCP server for health, sleep, activity, HR agents
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.
Ten tools I built to get facts from official open data, not guesses. This repository is an open-source MCP server (stdio). Each tool calls the official source API directly from your machine — no Apify token required for the local server.
Optional env keys (never commit them):
OPENALEX_API_KEY — enables OpenAlex in scholar-search (free key from openalex.org)NCBI_API_KEY — higher PubMed rate limits (free from NCBI)npm ci
node scripts/demo-mcp-call.mjs dataandbeyond--eu-company-verify '{"queries":["DK24256790"]}'
Live output (2026-10-31, Europe/Copenhagen): DK24256790 → NOVO NORDISK A/S, VIES valid=true, LEI 549300DAQ1CVT6CXN342. No API key required for this call.
| Tool | Official source |
|---|---|
dataandbeyond--eu-company-verify | EU VIES + GLEIF |
dataandbeyond--dk-statistics | Statistics Denmark (Statbank) |
dataandbeyond--scholar-search | Crossref, arXiv (+ OpenAlex with key) |
dataandbeyond--pubmed-search | NCBI PubMed E-utilities |
dataandbeyond--eu-tenders | TED API v3 |
dataandbeyond--france-company-search | Recherche d'entreprises (INSEE/DINUM) |
dataandbeyond--nordic-company-registry | Brønnøysund + PRH/YTJ |
dataandbeyond--clinical-trials | ClinicalTrials.gov API v2 |
dataandbeyond--vin-decoder-recalls | NHTSA vPIC + Recalls |
dataandbeyond--weather-forecast | MET Norway (+ Nominatim geocode) |
npm ci
node src/index.js
Point your MCP client at the stdio command node /path/to/open-data-mcp/src/index.js (or the Docker image built from the Dockerfile in this repo). tools/list works with no environment variables.
Docker:
docker build -t open-data-mcp .
docker run --rm -i open-data-mcp
The same ten tools are also available as pay-per-event Apify Actors if you want a hosted endpoint instead of running the server yourself:
| Actor | Store | Price (USD) |
|---|---|---|
| eu-company-verify | VIES + GLEIF | 0.004 per company verified |
| dk-statistics | Statbank | 0.003 per table described + 0.002 per 100 rows |
| scholar-search | papers | 0.002 per paper |
| pubmed-search | PubMed | 0.002 per article |
| eu-tenders | TED | 0.003 per tender notice |
| france-company-search | Sirene | 0.003 per company |
| nordic-company-registry | NO+FI | 0.003 per company |
| clinical-trials | ClinicalTrials.gov | 0.003 per trial |
| vin-decoder-recalls | NHTSA | 0.001 per VIN / 0.003 with recalls |
| weather-forecast | MET Norway | 0.001 per forecast |
Hosted MCP URL (requires your Apify token):
https://mcp.apify.com/?tools=dataandbeyond/eu-company-verify,dataandbeyond/dk-statistics,dataandbeyond/scholar-search,dataandbeyond/pubmed-search,dataandbeyond/eu-tenders,dataandbeyond/france-company-search,dataandbeyond/nordic-company-registry,dataandbeyond/clinical-trials,dataandbeyond/vin-decoder-recalls,dataandbeyond/weather-forecast
Client config examples for the hosted path: examples/cursor.json, examples/claude-desktop.json, examples/vscode.json.
Short terminal recordings of the local stdio server calling official open data APIs. No API keys required for these demos.
| Tool | What you see | GIF | Screenshot |
|---|---|---|---|
eu-company-verify | EU VIES check for DK24256790 → NOVO NORDISK A/S | PNG | |
vin-decoder-recalls | NHTSA decode of a Honda Accord VIN + recall count | PNG | |
scholar-search | Crossref/arXiv papers for "knowledge graph embedding" | PNG |
Replay a cast with asciinema: asciinema play assets/demo/eu-company-verify.cast. Re-record with bash scripts/record-local-demos.sh.
MIT. See LICENSE.