mcpField

MCP Servers

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

Science & Education

A
Academic Research Kernel
Academic Research Kernel
xngg1021

Deterministic research state, evidence validation and statistical recomputation

1Science & Education
Y
Yanki MCP Server ( Yet Another Anki MCP Server )
Yanki MCP Server ( Yet Another Anki MCP Server )
htlin222

MCP server implementation that connects to a locally running Anki, providing card review and creation. This is a fork of scorzeth/anki-mcp-server.

1Science & Education
V
VoxelSieve
VoxelSieve
yoshi5534

Analyse industrial CT scans locally: porosity, CAD comparison and inspection reports

1Science & Education
G
GWAS Bioinformatics MCP Server
GWAS Bioinformatics MCP Server
zaeyasa

Access 30+ bioinformatics tools from 14 databases

1Science & Education
K
knowledge-graph-mcp
knowledge-graph-mcp
zcsabbagh

Knowledge graph MCP for student learning with spaced repetition and mastery tracking

1Science & Education
D
Discrete Structures
Discrete Structures
ZohaibCodez

Comprehensive tools for discrete mathematics: logic, algorithms, number theory, cryptography

1Science & Education
Z
Zotero MCP Server
Zotero MCP Server
cr625

No description yet

1Productivity
A
Aevia LCA Modeler
Aevia LCA Modeler
aeviamodeler.ai

Aevia LCA Modeler is a remote MCP server available at https://app.aeviamodeler.ai

0Science & Education
D
DeepMark
DeepMark

DeepMark helps teachers deliver rapid, consistent marking with meaningful feedback for every student — in a fraction of the time. What once took a week, now takes one free period.

0Science & Education
R
Roboterradar RadarScore
Roboterradar

Evidence-based data on humanoid robots & quadrupeds from Roboterradar, the German robotics magazine: RadarScore ratings (21 robots, 6 axes) with evidence grades A-D, verified prices, DACH/EU availability, and a German im

0Science & Education
C
Conceptio Search
Conceptio Search
0x923041-dotcom

Search 1M+ open-access papers, standards, and case law from an AI agent

0Search
M
My Painting Club — Painting Lessons
My Painting Club — Painting Lessons
1nzpainter

Search transcribed painting lessons. Results cite the exact lesson and Vimeo timestamp

0Search
C
Chalkieboard iCloud
Chalkieboard iCloud
207studio

Read Chalkieboard (iPad) iCloud lesson folders, add materials, append lesson plans. No network

0Science & Education
P
psychosynth
psychosynth
3esign

Psychometric data marketplace: Big Five profiles, cognitive biases and behavioral data via x402

0Science & Education
C
Citation Dialogue
Citation Dialogue
6forwater29

Explore the active Zotero citation graph and save source-linked Obsidian or Notion research notes.

0Search
A
abji
abji
manojkumargogula

MCP package for scorzeth/anki-mcp-server

0Science & Education
O
oeradio-mcp
oeradio-mcp
achildrenmile

Amateur radio MCP server with band plans, EIRP, cable loss, antenna gains, and more

0Games & Entertainment
A
Acornonaut Mcp Server
Acornonaut Mcp Server
zerolve-io

AI-powered YouTube to flashcards with spaced repetition and Anki export

0Science & Education
G
gagelink
gagelink
Adeniyikayodee

River level, streamflow, floods and basins from USGS, NOAA, Hub'Eau, UK Environment Agency, SWOT

0Science & Education
A
AGHIST
AGHIST
Archiv-fur-Agrargeschichte

AGHIST is the search portal for agricultural, food and environmental history. It is run by the Archive of Rural History (ARH) in Bern (Switzerland) and provides direct access to online resources (films, photographs and written sources, as well as catalogue data of archive collections)

0Search
O
OpenAlex MCP Server
OpenAlex MCP Server
agenticsolutions-hq

Search OpenAlex papers, authors, institutions and citations. Hosted on Apify; needs an Apify token.

0Search
C
Capxule
Capxule
capxule.ai

The context marketplace: expert guided journeys your assistant runs step by step.

0Science & Education
C
Catalyst evidence graph
Catalyst evidence graph
catalystproject.ai

Findings on what compounds and supplements do in the body, with evidence strength, quote and paper

0Health
D
DeepDNA local
DeepDNA local
deepdna.ai

Reads a raw DNA file on your computer and reports the variants DeepDNA curates, with sources.

0Health
A
Ai Flashmob Card Mcp
Ai Flashmob Card Mcp
aiflashmob

This is an MCP server that can integrate with the services provided at

0Science & Education
P
Phaedrus
Phaedrus
qompass.ai

Research-feed MCP server: literature-watch findings, watchlist, and revenue-candidate drafts

0Memory & Knowledge
M
morosss-sdfsdf
morosss-sdfsdf
smithery.ai

Find academic papers across major sources like arXiv, PubMed, bioRxiv, and more. Download PDFs whe…

0Search
M
mrugankpednekar-mcp-optimizer
mrugankpednekar-mcp-optimizer
smithery.ai

Optimize crew and workforce schedules, resource allocation, and routing with linear and mixed-inte…

0Science & Education
S
shoumikdc-arxiv-mcp
shoumikdc-arxiv-mcp
smithery.ai

Discover the latest arXiv papers by category and keyword. Control how many results you get to spee…

0Search
A
ai2thor-mcp
ai2thor-mcp
pj0620

An MCP server to control an agent in AI2Thor

0Science & Education
A
AIND Metadata access MCP server
AIND Metadata access MCP server
AllenNeuralDynamics

MCP server for AIND metadata

0Science & Education
L
litra-paper-search
litra-paper-search
akkylab

MCP server for Litra.ai — AI-powered academic paper search with relevance scoring and summarization

0Search
O
own-words
own-words
alexslkgit

Turn notes into a study deck: answer each card in your own words, then compare.

0Science & Education
B
Bunpro MCP Server
Bunpro MCP Server
Alexxanddr

Read-only access to Bunpro profile, reviews, study statistics, vocabulary, and search.

0Science & Education
K
Kani MCP Server
Kani MCP Server
Alexxanddr

Read-only access to WaniKani progress and study data through MCP.

0Science & Education
S
Stata MCP Server
Stata MCP Server
aliveranme

MCP server driving real Stata via pystata: data loading, cleaning, modeling, diagnostics, and graph export, with 75 tools covering the full econometrics workflow.

0Data & Analytics
A
analog-circuit-simulate-mcp-server
analog-circuit-simulate-mcp-server
abelzhao

The MCP server to run circuit simulation with ngspice.

0Science & Education
S
Scopus
Scopus
Anddrrew

Scopus search, author and affiliation profiles, citation data, and PlumX metrics via Elsevier APIs

0Search
P
Pondlog Nature Briefing
Pondlog Nature Briefing
andrewschristison

Seven nature sources in one MCP: iNat, eBird, NOAA, USGS, NPN, Mushroom Observer, night sky.

0Science & Education
P
Pondlog eBird
Pondlog eBird
andrewschristison

eBird MCP server. 21 tools covering eBird API v2: observations, hotspots, checklists, taxonomy.

0Science & Education
P
Pondlog Garden (Deprecated)
Pondlog Garden (Deprecated)
andrewschristison

DEPRECATED. Use @cropgraph/mcp instead. npx @cropgraph/mcp

0Games & Entertainment
P
Pondlog iNaturalist
Pondlog iNaturalist
andrewschristison

iNaturalist MCP server. Wildlife observations, species counts, taxa, and places worldwide.

0Science & Education
P
Pondlog Mushroom Observer
Pondlog Mushroom Observer
andrewschristison

Mushroom Observer MCP server. Mycology observations, fungal taxonomy, and region discovery.

0Science & Education
P
Pondlog Phenology (USA-NPN)
Pondlog Phenology (USA-NPN)
andrewschristison

USA National Phenology Network MCP. Bloom, leaf-out, and flight timing from NPN observers.

0Science & Education
P
Pondlog USGS Water
Pondlog USGS Water
andrewschristison

USGS Water Services MCP server. Real-time streamflow, gage height, and site metadata from NWIS.

0Science & Education
A
Anki MCP Server
Anki MCP Server
johwiebe

Anki MCP 服務

0Science & Education
A
anki
anki
manojkumargogula

MCP package for scorzeth/anki-mcp-server

0Science & Education
B
bibtex-reference-manager-mcp
bibtex-reference-manager-mcp
AnonymousOnyx22

BibTeX reference manager. Parse, convert, dedupe, lint BibTeX, RIS, CSL JSON and make cite keys

0Science & Education
C
Canvas LMS MCP for students
Canvas LMS MCP for students
AnonymousOnyx22

Canvas LMS MCP server for students. Read only Canvas courses, grades, due dates, plus .ics export.

0Science & Education
G
Google Classroom MCP for students
Google Classroom MCP for students
AnonymousOnyx22

Google Classroom MCP server for students: read-only assignments, due dates, grades, and announcements

0Science & Education
G
gpa-calculator-mcp
gpa-calculator-mcp
AnonymousOnyx22

GPA calculator MCP server. Calculate GPA, CGPA, SGPA, weighted GPA, final grades, and target grades.

0Science & Education
M
Moodle Student MCP
Moodle Student MCP
AnonymousOnyx22

Moodle MCP server for students. Read only access to courses, grades, due dates and announcements.

0Science & Education
O
open-textbook-finder-mcp
open-textbook-finder-mcp
AnonymousOnyx22

Open textbook finder MCP server for AI apps. Find free legal copies by title, ISBN or topic. No key

0Search
P
paper-finder-student-mcp
paper-finder-student-mcp
AnonymousOnyx22

Academic paper search MCP server through OpenAlex. No key needed

0Search
S
stem-calc-student-mcp
stem-calc-student-mcp
AnonymousOnyx22

STEM Calc MCP for chemistry and physics homework: molar mass, balancing, units. Works offline

0Science & Education
S
student-citations-mcp
student-citations-mcp
AnonymousOnyx22

Citation generator MCP server for APA, MLA and Chicago citations from a DOI or ISBN. No account.

0Science & Education
S
study-planner-mcp
study-planner-mcp
AnonymousOnyx22

Study planner MCP: exam schedules, topic hours, spaced repetition, ICS. Runs offline, no account.

0Productivity
A
Advanced Excel
Advanced Excel
antonio-castellon

Normalize messy lab Excel and CSV exports into structured tables.

0Data & Analytics
W
Watts Calculator
Watts Calculator
any1tan

Watts, volts, amps, kWh and electricity cost calculator tools for AI assistants.

0Science & Education
T
TrainTools
TrainTools
AparajeetS

Recommend paper-backed diagnostics for PyTorch and Hugging Face training problems

0Developer Tools
781–840 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.