MCP Servers

AI interview practice and career preparation with user-controlled guidance

IELTS writing practice, study plans, lessons and vocabulary with optional account tools.

Signed citation-integrity reports and retraction-checked evidence packs, paid per call via x402/USDC.

No-key live data for agents: FX, macro, weather, research, dev tools, task bundles, history

Read-only UniProtKB via MCP: entries, sequences, features, GO, taxonomy, ID mapping

Instant Gakushu, which provides AI learning and online study materials for qualification exams, certification tests and business skills, イ…(Searches and answers from the content of instant.aigakushu.online. Via Yomitasu)

Online Instant Gakushu provides online study materials and learning content useful for qualification exams and various kinds of study. Also usable for employee training. (Searches and answers from the content of online.instantgakushu.jp. Via Yomitasu)

Read-only MCP server for FormLab formulation data: a local export file or your live cloud workspace.

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FTIR.fun Spectral Search

jxbaoxiaodong

FTIR spectral search and material identification for AI agents via MCP

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AIGC Radar MCP

Kaixxrua

AI vertical index: arXiv papers, curated GitHub AI projects, daily rankings. Zero-setup, read-only

Flashcards for Claude: create, edit and study StudyCards decks with FSRS spaced repetition.

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Japanese Skills · 言の葉

Keith-CY

Japanese words with pitch accent and conjugation, kanji and grammar for JLPT learners

Search, cite and verify research papers on World Innovation, timestamped on Soneium.

Community-driven Egyptian Arabic slang dictionary with Arabic and Franco-Arabic search and lookup

STIL lab at ETS Montreal: knowledge base and paper search via ArXiv and Semantic Scholar

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KIRUPA Tutorials & Code Library

kirupa

Search and read hundreds of web development, JavaScript, CSS, canvas, and DSA tutorials from KIRUPA.

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paperee-mcp

paperee.co.kr

Create AI-generated exam questions and save them to your paperee question bank for review.

Research portfolio management — organize projects and track research artifacts

Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection

The Chinese almanac, lunar dates, Four Pillars, solar terms and the sky, calculated from astronomy.

MCP server untuk pencarian data PDDikti: perguruan tinggi, dosen, mahasiswa, prodi (9 tools).

MCP server untuk pencarian dosen, jurnal, dan artikel SINTA Indonesia (9 tools).

A great map with info on capitals all around the world

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tutoring

LouisVanh

Find and book verified 1-on-1 online tutors: search by subject, price and rating, then book

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laboratory.love

laboratory.love

Lab results for phthalates and bisphenols in consumer products, plus crowdfunded testing

TX/RX/T-R chains, OTA link, radar, PCB filters, patch antennas, stackup, thermal, PDN, compliance

Check a paper for AI-written text and plagiarism before Turnitin, with the exact lines to fix

EU Horizon Europe grant & consortium partner intelligence over 27k+ CORDIS projects, 59k orgs.

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LearnThat MCP

Masmedeam

Remote MCP learning coach for coding agents

Homeschool planning with private child selection and parent-reviewed curriculum and record drafts

Read-only search over Tesoro High School's public documents. Unofficial, unaffiliated

Access Smartschool courses, grades, assignments, and messages through the Model Context Protocol

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Fabling

maximepeabody

Practice Spanish and French using saved vocabulary, grammar progress, and practice focus.

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Rising Shores Singapore

mazeasdamien

Sea-level rise in Singapore: when a place or address floods, areas and people affected, IPCC AR6.

Search public Australian environmental evidence with provenance across authoritative catalogues

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material-simulator-mcp

meszarosjan

No-key MCP server for steel equilibrium, TTT/CCT kinetics, phase-boundary and measured-data tools

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steel-metallurgy-material-simulator-mcp

meszarosjan

No-key MCP server for steel equilibrium, TTT/CCT kinetics, phase-boundary and measured-data tools

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CourseForge

michaeljmoody

AI-powered LMS course builder: 89 tools, 17 skills, SCORM/xAPI export, agentic UI

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c3fst Biomedical Search

mjandrews1

Biomedical search: FDA drugs, MeSH headings, ClinVar genomic variants with BM25 ranking.

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Japan National Exam Schedules

mk-career-planning

Japanese national exam and result dates as published by MHLW, with tracked date changes

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Japan Weather Forecast Archive (JMA, as issued)

mk-career-planning

What did Japan's weather agency forecast, as issued at a past time? Archive of JMA bulletins.

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Japan Tuition Support Eligible Schools

mk-career-planning

MEXT list of schools eligible for Japan's tuition support system, with revocations. Tracks changes

ESQ 1.0 question bank package toolchain (Mori quiz machine): build(auto_fix) → validate (dual-track validation) → upload/publish + kajweb vocabulary parsing and hot word statistics

Specs of commercially available robots, each figure citing its source document

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arxiv-mcp

mrfentmen

Search academic papers on arXiv by keyword, author, or title. No key required

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biorxiv-mcp

mrfentmen

Biology preprints from bioRxiv. No key required

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carbon-intensity-mcp

mrfentmen

UK grid carbon intensity, forecast, and regional breakdown. No key required.

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celestrak-mcp

mrfentmen

Fetch satellite TLE orbital elements and catalog data from CelesTrak. No key required.

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chembl-mcp

mrfentmen

Drug molecules and bioactivity from the ChEMBL database. No key required.

C

clinvar-mcp

mrfentmen

Clinical variants from ClinVar. No key required.

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codeforces-mcp

mrfentmen

Codeforces competitive programming API: contests and user info. No key required.

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college-scorecard-mcp

mrfentmen

US college data from the College Scorecard API. No key required.

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core-mcp

mrfentmen

Academic search from CORE. No key required.

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crossref-mcp

mrfentmen

Search scholarly works and resolve DOIs through Crossref. No key required.

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datacite-mcp

mrfentmen

Search research datasets and DOIs from DataCite. No key required.

D

dblp-mcp

mrfentmen

Search computer science publications on DBLP. No key required.

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doaj-mcp

mrfentmen

Open access journals from DOAJ. No key required.

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ebi-search-mcp

mrfentmen

EBI Search API: search EMBL-EBI biomedical databases.

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electricitymap-mcp

mrfentmen

Electricity zones from Electricity Map. No key required.

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ensembl-mcp

mrfentmen

Genome lookup from Ensembl. No key required.