mcpField

MCP Servers

63,071 MCP servers for AI apps. Filter by category, badge and popularity.

Science & Education

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Youth4work (public, no sign-in)
Youth4work (public, no sign-in)
youth4work.com

Read-only search of Youth4work public jobs, assessed talent, exam mock tests and Indian colleges

Business & Marketing
Z
Zero-Trust Physics
zerotrustphysics.com

A physics verifier for Super Intelligence. Every answer comes with a cryptographic proof.

Science & Education
M
meek_capillary_actuator_mcp
meek_capillary_actuator_mcp
CSOAI-ORG

MCMB capillary muscle actuator (PVA/PDMS bladder + 1000 capillaries + electroosmotic control) for th

Science & Education
M
meek_cfd_thermal_mcp
meek_cfd_thermal_mcp
CSOAI-ORG

meek-cfd-thermal-mcp - MEOK science MCP for Project AURUM. MIT-licensed

Science & Education
M
meek_circulatory_capillary_mcp
meek_circulatory_capillary_mcp
CSOAI-ORG

MEEK Circulatory Capillary MCP — the living fluid network (heart + arteries + veins + capillaries +

Science & Education
M
meok-aquaponics-monitor-mcp
CSOAI-ORG

Unified sensor + actuator schema MCP for aquaculture / aquaponic / koi systems. Wraps Atlas

Science & Education
4
4bots-content
davidsiegel59

Daily content for AI agents: history, chess, investing, wrongology, more. 10 channels. Free trial

Games & Entertainment
B
BrunoSan ArXiv Intelligence
brunosan.de

AI research intelligence for AI, ML, NLP, vision and robotics with citations and entity graphs

Search
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pegel
fluvigil.de

German and Swiss river gauges, groundwater and flood levels from ten official sources

Science & Education
L
Laborregister Deutschland
laborregister.de

Orderable lab tests in Germany by analysis parameter, sample type and provider, with source links

Science & Education
S
saxsoc-public-info
marjanmarkelj.de

Read-only public info on Saxophone Society saxophone coaching programs and guides

Science & Education
M
mechoulam.de Cannabis Evidence Register
mechoulam.de

GRADE-rated clinical evidence on cannabis as medicine (DE/EN). Search and cite studies

Health
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AI COURSE
AI COURSE
aicourse.aiee.dev

Create structured courses, lessons, and educational images for any topic, level, and language.

Science & Education
S
ScrapeMole Arxiv
scrapemole.pages.dev

Pay-per-call x402 arXiv paper search, metadata, abstracts, and category listings.

Search
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PaperDock
PaperDock
paperdock.dev

Overleaf alternative online LaTeX editor. AI agents edit, comment, and chat. Keep or revert edits.

Productivity
R
reapx scientific papers - arXiv, OpenAlex and Crossref
reapx scientific papers - arXiv, OpenAlex and Crossref
reapx.dev

Scrape arXiv, OpenAlex and Crossref papers by author, topic, journal or DOI. Pay per row

Science & Education
R
Redeal
Redeal
redeal.dev

Neutral fairness computation for agents: fair division, verifiable random, Shapley shares

AI & Agents
T
Tanod Sky
tanod.dev

Aviation and space data: METAR/TAF, airports, space weather, aurora, asteroids, satellite passes.

Science & Education
O
Orbitwren
Orbitwren
cybermax.cybermax-tools.workers.dev

Orbital data center & space AI compute tracker MCP: projects, launches, orbits, alerts. 100 free/day

Science & Education
A
AI 與科技名詞白話解釋
tw-ai-glossary.panda198271.workers.dev

Plain-language explanations, concept comparisons, and beginner tutorials for AI and tech terms (Traditional Chinese)

Science & Education
S
Sefaria Library
Sefaria Library
sefaria-mcp.shimonkolodny.workers.dev

Apollo->Salesforce Lead mapper. No LLM. Strict-fail required fields. PASS/REPAIR/FAIL verdict

Science & Education
T
Thermocouple ITS-90
dfieser

NIST ITS-90 thermocouple conversion, all 8 types, cold-junction compensation, NIST-table verified

Science & Education
K
KATA Research Automation
KATA Research Automation
dharan1007

Deterministic research automation with live OpenAlex search and reusable workflow programs.

Search
C
Colour Memory
Colour Memory
DigbyO

Colour meaning, history and evidence for AI: 45,000+ source-graded colour records and 91 tools

Science & Education
D
Docmino
docmino

Create, edit, organize, and share interactive guides, lessons, forms, and client plans in Docmino.

Productivity
C
CalcBright Calculators
drshairsultan

100+ accurate calculators and converters: mortgage, loan, tax, BMI, dates, units, currency and more

Finance
D
dynamical.org Weather & Climate Catalog
dynamical-org

Search dynamical.org's open STAC catalog of weather & climate datasets (GFS, ECMWF, HRRR)

Science & Education
T
TerraMCP
terramcp.earth

A Wrench AI service for environmental source discovery and live UK open-data tools

Legal & Government
M
mentor.energy
mentor.energy

Energy-industry careers: browse courses, read preview lessons, search articles, find mentors.

Science & Education
E
Energy Projects AU Commercial Solar Assessment
Energy Projects AU Commercial Solar Assessment
EnergyprojectsNZ

Indicative commercial rooftop solar assessments for Australian buildings, from open map data

Science & Education
C
calc.engineer
calc.engineer

88 free engineering calculators: RF link budgets, LoRa/Meshtastic, PCB, solar, homelab. Keyless.

Science & Education
E
Enrichment.Kids Activity Marketplace
enrichment-kids

Find kids enrichment activities: camps, classes, after-school programs, and tutoring near you

Science & Education
E
embalses
embals.es

Current and historical water levels of Spain's reservoirs (MITECO/SAIH). Open data CC BY 4.0

Legal & Government
S
ScopeMatch
scopematch.eu

Search accredited testing labs and verify lab scope evidence from ScopeMatch

Search
E
Execute 4-20ma-analog-converter-mcp
Evozim

Premium agentic endpoint for 4-20ma-analog-converter-mcp

Science & Education
E
Execute afforestation-satellite-mcp
Evozim

Premium agentic endpoint for afforestation-satellite-mcp.

Science & Education
B
Bio-Data Parser
Evozim

Bioinformatics and genomic sequence parser for clinical research

Science & Education
E
Execute bio-data-parser-mcp
Evozim

Premium agentic endpoint for bio-data-parser-mcp.

Science & Education
E
Execute boids-flocking-algorithm-mcp
Evozim

Premium agentic endpoint for boids-flocking-algorithm-mcp.

Science & Education
E
Execute cell-balancing-algorithm-mcp
Evozim

Premium agentic endpoint for cell-balancing-algorithm-mcp.

Science & Education
E
Execute charge-curve-optimizer-mcp
Evozim

Premium agentic endpoint for charge-curve-optimizer-mcp.

Science & Education
E
Execute chembl-affinity-oracle-mcp
Evozim

Premium agentic endpoint for chembl-affinity-oracle-mcp.

Science & Education
E
Execute chiller-cop-efficiency-mcp
Evozim

Premium agentic endpoint for chiller-cop-efficiency-mcp.

Science & Education
E
Execute cloth-physics-solver-mcp
Evozim

Premium agentic endpoint for cloth-physics-solver-mcp.

Science & Education
E
Execute coq-proof-assistant-mcp
Evozim

Premium agentic endpoint for coq-proof-assistant-mcp.

Science & Education
E
Execute crispr-cas9-offtarget-mcp
Evozim

Premium agentic endpoint for crispr-cas9-offtarget-mcp.

Science & Education
E
Execute crop-pest-diagnostic-mcp
Evozim

Premium agentic endpoint for crop-pest-diagnostic-mcp.

Science & Education
E
Execute cuneiform-tablet-reader-mcp
Evozim

Premium agentic endpoint for cuneiform-tablet-reader-mcp.

Science & Education
E
Execute damaged-text-inpainter-mcp
Evozim

Premium agentic endpoint for damaged-text-inpainter-mcp.

Media & Design
E
Execute direct-air-capture-bidder-mcp
Evozim

Premium agentic endpoint for direct-air-capture-bidder-mcp.

Science & Education
E
Execute drill-core-logger-mcp
Evozim

Premium agentic endpoint for drill-core-logger-mcp.

Science & Education
Q
QuizFactory
Evozim

Algorithmic flashcard and quiz generator for targeted learning

Science & Education
S
Scientific-Research-Oracle
Evozim

Scientific literature analyzer and clinical search aggregator

Search
T
The Cable Code
exquad

Decode cables in 66 coding systems; design, rate, and check them; find equivalents; size drums.

Science & Education
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zstudio
fieldcure

ZStudio EIS MCP server: data validation, DRT, equivalent-circuit fitting and plotting.

Science & Education
O
Occam
occam.fit

Finds the simplest equation consistent with your data. SINDy and PySR symbolic regression via MCP

Science & Education
A
AI4L Library
AI4L Library
forever-healthy

Local Markdown library of the papers an evidence review cites: metadata, abstract and full text

Memory & Knowledge
A
Academic Research Intelligence MCP
Academic Research Intelligence MCP
FoundryNet

Academic paper search, scientific literature, citation analysis, arXiv and semantic related-work

Search
D
Diplomètre
Diplomètre
diplometre.fr

Free figures on French higher-education programs: admission, success, jobs, pay and cost, sourced.

Science & Education
G
Geduk LMS
Geduk LMS
geduk.fr

Run the Geduk LMS from an AI assistant: courses, sessions, enrolments, users and catalogue.

Science & Education
1921–1980 of 2,281

New to MCP?

From what the protocol is to installing your first server, these answers cover most first questions.

An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.