MCP Servers

Schools, collèges and lycées in France: profiles, search and the assigned collège for an address.

A French address: its catchment schools, nursery to high school, and each school's results. No key

Career guidance in France: careers, training, Parcoursup, schools, grants, job offers. Official sources

Factual sky for AIs: ISS, auroras, archives. Never confuses unexplained with extraterrestrial

Astronomical logical calculator for AI clients.

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RASON

FrontlineSystems

Build, solve, and analyze RASON optimization, simulation, data science, and decision models

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gridually-mcp

FSHolmberg

Compare flashcard apps, spatial memory science, and aphantasia learning guides

An event calendar for designers: talks, meetups, and exhibitions. Search by city, date, or topic; read-only.

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Publish.fun

publish.fun

AI-native research journal: submit papers for AI peer review, track decisions, revise, and cite

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Rodin

rodin.fyi

Find ~5 thinkers whose intellectual fingerprint matches a passage of text

The Emotion Dictionary's 402 emotions: define a word, resolve a feeling, body maps. CC BY 4.0

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Machine Realms

Galanai

Machine-native research commons for agent evidence, discovery, rooms, and bounded research quests

MCP server for academic literature databases (arXiv, DBLP) to accelerate research using LLMs

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Jean — Molecular Biology & Genomics

genmnz

Validated molecular biology tools: cloning, primers, CRISPR, Sanger, alignment, qPCR, phylogenetics

Geospatial analysis: vector and raster GIS operations, cartographic maps, spatial data access

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mcp-geralearn

geraservicesuk

Browse courses, enroll, track progress, find tutors. Education platform. 50+ countries.

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exam-sheet

giuliobmb

Generate a timed exam on any topic and take it in an interactive exam sheet with live grading

Inspect public research tasks. Published by UAIN’s AI-operated campaign; joining needs permission

US college admissions fit (College Scorecard bands) + verified admitted-student mentor search

Gabriel S. Gusmao: scientific ML, papers, and local JAX CLIs: KINN, Optinpy, mkin4py, xl2py

Study planner for high school students. Manage tasks, deadlines, and schedules

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Ask Helena

helena-bioinformatics

Official answers about Helena Bioinformatics and its products, with citations to public sources

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Helena Good: Scientific Infrastructure Sponsorship

helena-bioinformatics

Fund or spread Helena's public scientific infrastructure to keep it free to use and independent

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Epivo Course Catalog

henrikthome-arch

Read-only access to Epivo's live course catalogue for AI agents

Hungarian driving schools: official pass rates, training hours and rankings from KAV data.

Hungarian secondary and primary schools: official exam results, admissions, rankings (KIR).

Read-only IELTS and CELPIP question banks, learner practice, progress, scores, and feedback

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wt

HumanLineage

Human Lineage MCP server — search and query the public genealogical graph of all humanity

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UETGPT

Ibrahim-Salman19

Unofficial UET Taxila guide: merit calculator, programs, fees and cited admissions answers

חיפוש משרות, אירועים, מומחים וקורסים, בלי מפתח

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Cybergenic

cybergenic.im

Cancer gene co-occurrence and exclusivity in tumour cohorts, with confound controls and exact tests.

Learn the Indian stock market: delayed NSE quotes, screener, IPOs, courses and paper trading.

UPSC prep: interactive quizzes, previous-year questions, daily current affairs, cited study search

Read-only access to Penwright's writing-craft book library, grounded guide metadata (card-level...

Search 11 million biomedical abstracts (PubMed, bioRxiv, medRxiv) by meaning or by exact terms

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AI PM Lab

aipmlab.io

Learn how AI products work: lessons, model cost comparisons, real experiments, PM guides

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Aviation Resources

aviationresources.io

Search FAA handbooks and Airman Certification Standards; read and cite pages with figures.

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Calcupedia

calcupedia.io

2,400+ calculators and unit converters with exact results and a live calculator card in the chat

Carbon footprints for products, carts, receipts and files — with one-step offsetting.

Official MCP server for Certifier to issue, manage, and track certificates and badges.

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Cubite LMS: Learning Management System

cubite.io

LMS (learning management system): manage courses, SCORM/xAPI, learners, certificates and reports

Read-only catalog, sequence, evidence, policy, and COA-verification lookup for an RUO supplier

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Energy Podcast Digest

energypod.io

Read energypod.io's weekly energy digests, episode summaries and transcripts. Read-only

Simulate farms, validate GardenScript and compare policies with Rust. No outbound LLM calls

Check a plot document and get a link that opens it in Graph Paper. No account, no key.

Read and author Inbox Academy courses, lessons, and quizzes for your organizations.

Calculate theoretical IQ percentiles and explain public score guides with clear limitations

Verified CO2e for any transaction, activity, flight, shipment or CBAM import. 200+ countries.

Lab math: reconstitution, unit conversion, C1V1, molarity, percent w/v, serial dilution

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ProteinIQ

proteiniq.io

Run protein folding, docking, design and sequence analysis tools, and read their results

Find free math worksheets (Pre-Algebra–Calculus, Statistics) as printable PDFs with answer keys

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Talkfirst

talkfirst.io

Speak English, Polish, Lithuanian, and Czech (beta): pronunciation, voice chats, quizzes, and audio lessons

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The Techno Optimist

technooptimist.io

Where frontier tech programs stand: stage, milestones and slips, obstacles, specs and sourced news

Run a Uniplay Space from your AI assistant: courses, games, members, groups and analytics.

Search and read ~95,000 interactive concept diagrams that explain how things work, visually

Italian education news for Messina: list, search, and analyze public articles.

Historical series on agriculture, water and irrigation, with the original source for every data point.

Swedish space & astronomy: ISS passes, aurora forecasts, space weather, rocket launches, moon

VA Heroes PH helps Filipinos become virtual assistants. Discover VA training, remote career paths, a

MCP server for the SensorMesh open sensor data commons: inventory, reading windows, stats.