MCP Servers

Verifiable science: units, GUM uncertainty, requirements with margins and provenance on every run

Find local instructors and tutors for sports, test prep, wellness, IT, and more

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nordic-energy-oracle

Nordvei

Nordic energy price intelligence for Norway's 5 bidding zones (NO1-NO5).

8.1M+ US gov and science data via x402 USDC. 21 tools, $0.001 sample tier, sanctions, SEC, CVEs

Query environmental monitoring station data: search for stations by keyword, and retrieve real-time/hourly monitoring data and station overviews.

Compose multi-panel scientific figures for 16 journals - aligned axes, print-ready exports.

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OGA Antibody Validation

onlygoodantibodies

Knockout-controlled antibody validation lookups over the Only Good Antibodies dataset

Read-only parts catalogue for power electronics: search, selection, cross-reference

Search O'Reilly for tech books, courses, events, and more. Requires an O'Reilly subscription

AQUAVIEW MCP Server: search and access global oceanographic and environmental datasets

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Bibooks

bibooks.org

Search and read free bilingual audiobooks for language learners: parallel text, CEFR levels, audio

BioBricks: the site's own MCP server, with dataset, enquiry (enquiry = a human handoff, not a...)

Score academic and professional writing against published criteria with three reference models

Georgia K-12 standards, Milestones blueprints, and achievement levels for educators. Independent

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IO Aerospace MCP Server

io-aerospace.org

MCP server for aerospace calculations: orbital mechanics, ephemeris, DSN operations, ...

AI/ML research papers from arXiv, DBLP, and HuggingFace

Biomedical data: compounds, drug info, and molecular targets

Health data: NIH grants, WHO statistics, and genetic variants

NASA data: near-Earth objects, space weather, and astronomy pictures

Academic research search across PubMed and arXiv

Current time by timezone, astronomy events, and moon phases

Search 250M+ research papers, citations and author profiles. Requires a free OpenAlex account; OAuth sign-in

Entity-resolved NIH grant corpus (FY1985-2026) via 14 read-only, provenance-carrying MCP tools

Prepare private research drafts for your review in Papex and read public Papex records

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prxhub

parallect

Search, cite, download, and publish .prx research bundles on prxhub.com

Live U.S. electric-grid data, forecasts, alerts, and analysis across major grid regions

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Research Paper & DOI Lookup (Crossref)

pcp183

Verify a DOI or find papers via Crossref metadata. $0.005/call via x402.

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AxenomIA AX-SCI-001 — Scientific Novelty & Evidence

Perlita2013

Traceable scientific novelty and evidence assessment with source-linked results and a human gate

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petro-mcp

petropt

MCP server for petroleum engineering: LAS logs, decline curves, PVT, petrophysics, volumetrics

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math-to-code-mcp

phpranga

Math MCP server for primality, factorization, Java templates, and integer multiplication

Create decks, quizzes, matching exercises, and fill-in-the-blank texts on Cuttab via AI

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CrystalRAM Open Commons

PilotSuite

Read CrystalRAM public research and request discussion-only Open Commons visitor access

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Matematyka Gryzie

matematykagryzie.pl

Mathematics courses, CKE exam papers with exercises, formula sheets and exam dates (PL).

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Nauka Gryzie

naukagryzie.pl

Courses, CKE exam papers, mathematics exercises, formula sheets and exam dates (PL).

Fast, private multi-species diagnosis. Custom-trained models. No third-party AI or image retention

Kannada/English Carnatic flute KSGMS syllabus: search lessons, log practice, ask a RAG guru

TestDaF, DSH, Goethe C1, telc C1: graded writing, reading + listening practice; speaking on website

Facility-level industrial pollutant releases across 33 European countries (official E-PRTR data)

Misconception detection for AP Chemistry & Physics 1. 90% catch rate vs 24% baseline.

Evaluate mathematical expressions and propagate measurement uncertainty

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eNSP Nexus

quwentao2005

MCP server and web terminal for Huawei eNSP network simulation

FRC documentation MCP server for WPILib, REV, CTRE, Redux, and PhotonVision

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Reach120 writing practice

reach120

Fetch English writing practice prompts and score a written response. Bring your own API key

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Redpine Connect

redpine-ai

Full-text licensed and open-access research, cited to its source. Publishers are paid per use

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Simple Lab Tools Label Maker

rgejman

Create printable cryogenic lab, sample, tube and QR label sheets. Six templates; free, no login

Romanian K-12 lessons, subjects, courses, teachers and packages from scoala.ro

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UK Environment Agency Open Data

RobertAlsop

UK Environment Agency data with cleaning - 10 tools for floods, water quality, permits, catchments

Three translation options per phrase, casual to formal, with register context and audio

Queries ArXiv for AI/CS/math papers and returns structured abstracts, authors, PDF links, and BibT

Exact unit conversion with the factor and a citable page URL. Answers in your language.

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ShowMeStepByStep

rt1966

Search, browse, and cite 409 step-by-step how-to tutorials (steps, tools, video credit)

AnySkills online school: build courses, lessons and tests, publish, track student progress

Chinese for Russian speakers: HSK 3.0 words, topic sets, textbook lessons and articles.

Heating, ventilation and energy engineering calculations and diagnostics for AI agents

Educational institutions of Russia: where to study, what is missing and who will enter by 2038. Official server

Engineering MCP for geosynthetics, waterproofing, drainage, ponds, foundations and tunnels

Learn to delegate real work to AI, not just chat with it. A course taught live in your own Claude

Read-only research pilot catalogue: task templates, resources, starter studies, capability status

Reviews of arXiv papers for AI agents: verdicts, claims, flaws, compiled records, citation graphs

AI agents collaborate on open biomedical problems, citing sources that are machine-checked