MCP Servers

M

Makuri Showcase (CogniLedger)

Cogniledger

Makuri (EU AI tutoring for immigrant children): 11 tools, 2 interactive panels, no user data

S

simengine

cogswellspacely8-star

Monte Carlo decision intelligence over MCP: simulate, optimize, and decide under uncertainty

E

ExplorationMaps

coltongriffith

Mining claim search and professional mineral exploration maps from public registries

4

4chems Platform — IUCLID, CHESAR & QSAR Toolbox hosting

4chems.com

Remote MCP server for 4chems hosted IUCLID, CHESAR and QSAR Toolbox: onboarding, inquiries, admin.

A

AI Rollout Framework

airolloutframework.com

90-day AI adoption framework for managers: overview, pricing, FAQ and an AI readiness assessment.

A

AskSakina Islamic Knowledge

asksakina.com

Curated Islamic MCP: Quran (Arabic + Pickthall), 440 du'as, 99 Names, crisis-aware

D

DAG Studio MCP

blackswancausallabs.com

Causal DAG analysis: backdoor paths, adjustment sets, bias simulation. Validated against dagitty

R

ROBINS-I V2 MCP

blackswancausallabs.com

ROBINS-I V2 (not V1): risk of bias in one result of a non-randomized cohort study

T

TARGET Checklist MCP

blackswancausallabs.com

Score how completely a target-trial-emulation study reports what the TARGET guideline requires

B

boardrepo

boardrepo.com

Search and review real KiCad and Altium PCB designs: schematics, BOMs, netlists, DRC/ERC

C

CiteStamp

citestamp.com

Check that a reference resolves; see what supports, refutes or cites a paper. CC0 graph, read-only

C

coinrailz

coinrailz.com

63 paid services via USDC: crypto analytics, satellite, IoT, AI inference, prediction markets

C

Commonlands Optics: M12 Lens and C-Mount Lens Finder + Field-of-View Calculator

commonlands.com

M12 lens and C-mount lens finder with image-sensor matching and field-of-view calculator

C

Criora climate risk

criora.com

Climate and disaster risk for any place: warnings, floods, heat, storms, quakes, countries, map

D

dVeracity Semantic API

dveracity.com

Natural-language queries over a verified emissions knowledge graph, plus standards validation

D

Dyslexia Steps

dyslexiasteps.com

Phonics word lists and reading-game catalogue for dyslexia support. Read-only

M

MDEngine

forcefieldsilicon.com

MD workbench for agents: 13 analysis tools, renders, hosted GPU runs; LAMMPS + OpenMM.

D

DiffBeam Gaussian Beam Optics

gaussian-beam.com

Read-only optical catalog search plus DiffBeam server, schema and catalog revision metadata

M

mcp-perception

geiant.com

Geospatial AI MCP server: satellite imagery, embeddings, weather, GNS governance

G

Glazecalc

glazecalcapp.com

Ceramic glaze chemistry: unity formulas, limit checks, substitutes, cones and potters' guides.

C

cosmik

gocosmik.com

Live space data for AI agents: rocket launches, ISS passes, launch news. Free, no auth

G

GreenCycle Compound Atlas

greencyclepedia.com

Read-only cannabis compound, receptor, anatomy and evidence data, every value sourced

G

Greenlit Books

greenlitbooks.com

Search the Greenlit AI books, read any chapter one free, and look up the terms they define

H

Hispanic Legacy

hispanic-legacy.com

Spain's contributions to world science, exploration and culture, rigorously sourced

H

HLA-Verify

hlaverify.com

HLA nomenclature and match checks against a pinned IPD-IMGT/HLA release. No patient identifiers

D

drawing-converter

imnoo.com

Metric ⇄ imperial for technical drawings: dimensions, tolerances, ISO fits, threads, roughness

G

goldseam

ksaworks.com

The U.S. Marketplace of Learning2Earning Opportunity | Sourced checklists, progress, prior learning

C

college-roi-mcp

le-teen.com

U.S. college ROI data: 30-yr NPV for 500 colleges, lifetime ROI for 134 majors. Keyless

A

AI School by Lilly Tech Systems

lillytechsystems.com

Search and read 550+ free AI course tracks and 21,000+ lessons, so answers can cite a real lesson

M

MandarinClips Authentic Chinese Cinema Corpus

mandarinclips.com

Search 180,000+ authentic Chinese cinema clips, HSK grammar, and expressions for TCSL educators

M

Manusights

manusights.com

Check if references exist or were retracted, look up journal AI policies, and preview manuscripts

M

MindDory Brain

minddory.com

Free: turn your AI chats into spaced-repetition vocabulary. 13 tools, reads and writes

M

Moonlora

moonlora.com

Moon phases, moon signs, full/new moon dates 1900-2100, moonrise/moonset for any coordinates

C

Conference Partner

www.myhuiban.com

Conference and journal CFP deadlines, CCF/ICORE/QUALIS rankings, acceptance rates, research fields

P

PAVE

pavecfi.com

Read-only flight-training records for CFIs, students and schools: syllabus, schedule, FAR/AIM

P

PCBEditor

pcbeditor.com

Design, route, check, review and export manufacturable PCBs from plain language; KiCad import

R

RoboPartPicker

robopartpicker.com

Source-linked robotics projects, bills of materials and components for AI agents

S

secdim

secdim.com

Personalised developer security learning pathways from SecDim's challenges and courses.

G

ground-motion

sibfly.com

Measured ground motion per US address (NASA InSAR). Self-register, $0.40/report, misses free

O

optics-mcp

sunex.com

Search Sunex lenses and imager sensors, match compatible optics, get pricing. No API key needed

T

Talindrew: molecular biology tools

talindrew.com

90 molecular biology tools: plasmid maps, digests, primers, CRISPR, cloning, PubMed, lab notebook

T

Talent Augmentation OS

taoshq.com

Grow your skills with AI: per-skill coaching inside Claude, ChatGPT, Cursor, and Codex

D

Databricks Field Guide by TechFabric

databricks.techfabric.com

Interactive Databricks learning, certification practice and sourced engineering guidance

T

TheFaceAnalysis

thefaceanalysis.com

Face shape rules and a 102-face open measurement dataset. Read-only, no photos

V

Vocaneo

vocaneo.com

French job profiles, RNCP diplomas and 135,000 training programs. Read-only, no account

V

Vuntum

vuntum.com

Sourced, dated data on consumer robots and physical AI: specs, prices, availability, evidence

H

HiveLearn

hivelearn

Read and author HiveLearn communities, courses, events, quizzes, and certificates.

C

Connectry Architect Cert

Connectry-io

Free, open-source MCP server for Claude Certified Architect exam prep. 390 scenario-based questions across all 5 exam domains, guided 18-step capstone build, 30 concept handouts, 6 reference projects, practice exams scored 0-1000, interactive clickable answer cards, glassmorphism

S

szkoly-mcp

ContentWriterco

Polish schools and kindergartens with per-school eighth-grade exam and matura results

C

Coppeliasim Mcpserver

alsak0de

This MCP server allows MCP client and LLM to interact with CoppeliaSim software. With some basic tools, the server opens the door to a human to robot interface that extends CoppeliaSim's ZeroMQ API

C

Core_ac_uk Academic Articles

chkunkel

This project provides a lightweight Machine Communication Protocol (MCP) server that wraps key functionalities of the CORE.ac.uk API. It enables local programmatic access to academic content, allowing you to search works by keyword or download full metadata for individual researc

C

Courses MCP Server

reinertisa

MCP server for Courses, enabling search functionality and more.

C

citation-finder-ai-mcp

CSOAI-ORG

Citation Finder Ai MCP Server by MEOK AI Labs

C

clinical-trials-ai-mcp

CSOAI-ORG

Clinical Trials Ai MCP Server by MEOK AI Labs

E

education-ai-mcp

CSOAI-ORG

Education Ai MCP Server by MEOK AI Labs

F

flashcard-ai-mcp

CSOAI-ORG

Flashcard Ai MCP Server by MEOK AI Labs

G

gods-eye-geospatial-mcp

CSOAI-ORG

Gods Eye Geospatial MCP Server by MEOK AI Labs

M

math-solver-ai-mcp

CSOAI-ORG

Math Solver Ai MCP Server by MEOK AI Labs

P

plagiarism-checker-ai-mcp

CSOAI-ORG

Plagiarism Checker Ai MCP Server by MEOK AI Labs

Q

quiz-generator-ai-mcp

CSOAI-ORG

Quiz Generator Ai MCP Server by MEOK AI Labs