MCP Servers

E

exact-calc

flacales

Exact arithmetic for AI agents. Two independent engines cross-check every result

I

Islam West Africa Collection (IWAC)

fmadore

Read-only access to the Islam West Africa Collection via Hugging Face datasets

K

KBBI

gaato

Look up Indonesian words in KBBI, the official Indonesian dictionary (unofficial client)

B

Biblical Atlas

GeiserX

Spanish Bible atlas as MCP tools: people, places, events, passages, each linked to its source

P

piaso-mcp

genecell

PIASO single-cell ecosystem docs (PIASO, COSG, cytome, LARIS, cytorete) + live PIASOmarkerDB

P

preprint-fulltext

genecell

bioRxiv/medRxiv/arXiv preprint full text as structured sections for AI agents, plus search

M

MOFi

harrisonmo

Query MOF database survey metadata and connect a bounded MOFi scientific workspace

H

hko_mcp

louiscklaw

Fetch data from Hong Kong Observatory with MCP

I

Infercnv-MCP

scmcphub

MCP server for CNV analysis using infercnv

M

mcp-piazza

jadenpxrk

Read-only Piazza access: activity, search, unread posts, full threads, and course info

M

mcp-server-proj MCP server

radial-hks

MCP Server PROJ (cartographic projections and coordinate transformations)

M

mcp-server-pskreporter

rokhmanov

No description yet

A

aboard

untype.me

Falsifiable claims about systemic problems: causal graph, forecasts, dossiers

E

Embedded / IoT Mentor

mh-mansouri

Embedded/IoT mentor: picks the board and toolchain, estimates cost and battery life

M

Molecule Visualizer MCP Server

leelasd

MCP server for visualizing molecules in Claude Desktop

N

Neurosift Mcps

magland

MCP servers for neurosift

L

LearnWorlds

ohneben

All 94 LearnWorlds LMS API endpoints as safety-categorized MCP tools (read/write/destructive)

O

Ookcite Mcp

TurtleTech-ehf

MCP server for OokCite citation validation and formatting

O

OpenAlex MCP Server

dgitj

An MCP server for the open science and open access platform OpenAlex

P

paperqa-mcp-server

menyoung

MCP server exposing PaperQA2 for deep synthesis across scientific papers

A

aviation-mcp

Perufitlife

Live aviation data for AI agents: METAR weather, airports, aircraft, glossary & FAA questions

P

Physbound

JonesRobM

PhysBound is a specialized "Physics Linter" for AI that deterministically validates RF and thermodynamic claims against hard physical limits, preventing hallucinations in engineering workflows.

W

Wiktionary

pipeworx-io

Wiktionary MCP — multilingual dictionary via Wikimedia REST + MediaWiki Action API

P

Practera MCP Server

intersective

MCP server for Practera

S

Scholar MCP

pvliesdonk

FastMCP server for scholarly papers, patents, books and standards with docling PDF conversion

Q

Q-Anon Posts/Drops MCP Server

jkingsman

Model Context Protocol server for sociological research into QAnon

D

doiget

QAtlasHub

OA-first paper fetcher: DOIs and arXiv IDs to local PDFs and metadata via Open Access APIs

B

biolit

rachadele

LLM-assisted biomedical literature screening and extraction for PubMed, GEO, and preprints.

K

korean-vocational-learning-map-mcp

raphysicst-create

Learning graph MCP server for Korea's 2022 revised vocational high school specialized curriculum (528 subjects, 47,625 achievement standards, all official original texts included)

R

Rapidapi_mcp

SecurFi

No description yet

Z

zotero-library-mcp

RaulSimpetru

Add papers and books to Zotero by DOI, arXiv ID, or ISBN and manage your library

U

Umbra open SAR archive

reesehammer

Search, preview, and measure Umbra open SAR data from any MCP client. Umbra ships no search API

S

Scanpy-MCP

scmcphub

MCP server for scanpy

C

ChemCP

scottmreed

MCP App that renders 2D molecular structures from SMILES using RDKit.js

O

OAHelper

SirjanSingh

Your OAHelper Pro account: OA sets, MCQ answers, solutions and interview experiences, offline

D

doiget

sotashimozono

OA-first paper fetcher: DOIs and arXiv IDs to local PDFs and metadata via Open Access APIs

S

SpinQit MCP Tools

SpinQTech

SpinQit MCP Tools is a Python MCP server that connects AI assistants to SpinQ Cloud, enabling QASM circuit submission, platform discovery, and quantum task result retrieval through the Model Context Protocol

S

Starfetch

starfetch-js

Query public astronomy catalogs through metadata-first TAP and ADQL tools.

W

Wikipedia Summarizer MCP Server

codingaslu

An MCP (Model Context Protocol) server that fetches and summarizes Wikipedia articles using Ollama LLMs, accessible via both command-line and Streamlit interfaces. Perfect for quickly extracting key information from Wikipedia without reading entire articles

C

calculator-mcp

tech-sushant

A simple Model Context Protocol calculator server

O

openemis-pro

tixuz

Read and write MCP server for OpenEMIS, a free open-source school management system. 675 resources

G

gonzalgo

vince-gonzalez

Reports what a checked Lean 4 or Metamath proof rests on: inherited sorry, compiler trust, axioms

S

SSTIM MCP: Senses, Stimuli and Perception

w3c-cg

SSTIM reference for senses, stimuli, perception, and scientific contributions

S

SciX / NASA ADS

yipihey

Search the astronomy and physics literature (SciX / NASA ADS): papers, citations, metrics, BibTeX.

G

gonzalgo

zengineco

Reports what a checked Lean 4 or Metamath proof rests on: inherited sorry, compiler trust, axioms

Z

Zotero MCP

BirdInTheTree

Read+write MCP server for Zotero with full write support — create items, manage collections, find and merge duplicates, import BibTeX

G

gujarati-lexicon-mcp

aarshbharat

Grounded Gujarati dictionary for AI assistants: meanings, synonyms, idioms, inflections

A

Apex AI Academy

apexai.academy

Co-learn with your agent: fact-checked AI lessons with Human and Agent views

A

Adversarial Geopolitical Equilibrium

apifyforge

Adversarial geopolitical equilibrium analysis for AI agents via the Model Context Protocol.

A

Assessment Intelligence

saifs.ai

Analyse tests for item quality, true ability, reliability and learner mastery.

M

Mathematical Code Execution

saifs.ai

Run sandboxed Python for calculations and PDFs; no other languages, installs or network.

L

Learning Optimizer

saifs.ai

Schedule spaced reviews and exam study plans from each learner's forgetting curve.

M

Mastery Pathing

saifs.ai

Map prerequisites, track mastery and recommend the next topic each learner is ready for.

S

Scientific Calculator

saifs.ai

Exact arithmetic, algebra, calculus, physics, chemistry and finance with a checkable formula.

L

lineex-pubmed-mcp-smithery

smithery.ai

Search PubMed with precision using keyword and journal filters and smart sorting. Uncover MeSH terms…

N

neuro-mcp

AImplifier

MCP for NeuroAgents assisting clinicians: MNE processing, EHR store and NeuroII visualization.

C

CiteNexus

akougkas

Search scholarly sources, verify references, and export citations with traceable evidence

R

RNCP / RS — certifications professionnelles (France compétences)

ALDEBERTArnaud

RNCP / RS — certifications professionnelles (France compétences)

A

AMIRA — Africa Multiple Research Data

AM-Digital-Research-Environment

Read-only access to AMIRA, the Africa Multiple research-data platform on Omeka S.

A

AQICN MCP Server

mattmarcin

An MCP server to get Air Quality Data using AQICN.org