MCP Servers

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unit-converter-ai-mcp

CSOAI-ORG

AI-powered unit converter ai MCP server for agents. Supports convert length, convert weight

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mcp-kicad

daedalus

MCP server exposing KiCad PCB Editor functionality via IPC API

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mcp-manimgl

daedalus

MCP server exposing manimgl mathematical animation functionality as tools for LLMs

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mcp-number-theory

daedalus

MCP server exposing number theory functions and factorization algorithms

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mcp-numpy

daedalus

An MCP server that exposes NumPy functionality

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mcp-qiskit

daedalus

MCP server exposing Qiskit 2.3.1 quantum computing functionality

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mcp-rpn

daedalus

MCP server that exposes an RPN calculator

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mcp-sympy

daedalus

MCP server that exposes SymPy's symbolic mathematics functionality

B

BioHarbor

danielLuo2

Run real bioinformatics from your AI agent. Reliable, reproducible, on your own GPUs

D

DCR MCP Server

cybersiddhu

DCR MCP Server - An MCP server implementation using mcp-go

S

slac-mcp

DennisPrediger

MCP server exposing SLAC (Simple Logic & Arithmetic Compiler) as tools for LLM agents

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hone

derekchoyai

Score your judgment over AI-assisted work. Hone scores you, not the model

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SciWeave

desci-labs

AI research grounded in 300M scientific works — every citation a verifiable DOI

C

costheta

costheta.dev

Verifiable physical randomness from cosmic-ray detections. Free beacon, paid signed decisions

I

InkQuest

inkquest.dev

Browse free InkQuest stories, openings, and HSK recommendations.

C

Cite Caddy

citecaddy.herbertkokholm.dk

Remote MCP server for full read/write access to a Zotero library

D

Dmap Ai Mcp Server

sohrab4748

DMAP-AI MCP Server provides AI-accessible drought monitoring and SPI drought analysis tools using NASA POWER and ERA5-Land/CDS data. It supports SPI tables, drought severity event detection, wavelet scalogram analysis, global wavelet periodicity diagnostics, and structured JSON output

D

DECIMER MCP Server

DocMinus

MCP server for DECIMER image-to-SMILES chemical structure recognition

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leadership-agent

drjoergkrauter

MCP server for the book 'Zukunft führen' (Dr. Jörg Krauter): BANI and leadership impulses

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Steel Brain

dryow1

Trade-verified steel grade properties, substitution verdicts, and mill-cert guidance for AI agents

D

DSAengine: Rust-Powered Algorithm Intelligence for AI Agents

sVm19

DSAengine is a high-performance Rust-powered algorithm engine built for modern AI agents and developer workflows. It delivers production-ready DSA APIs with memory-safe execution, fast iterative logic, and explainable complexity output in every response. Instead of rebuilding alg

C

ClassDojo Classroom MCP

Eason0in

Unofficial local-first MCP for ClassDojo roster imports and classroom skill synchronization

E

Elastica MCP Server

skim0119

Efficient server implementation that leverages the Elastica Cosserat-Rod simulation framework to facilitate Model Context Protocol (MCP).

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random-mcp

eldesh

Generate random values and probability distribution samples

B

baseline-mcp

elninyo-ops

Statistically rigorous weather and climate context: forecast plus 35-year historical ranking

E

Energy Transition Intelligence

apifyforge

Energy transition intelligence for AI agents — this MCP server gives any LLM client access to 7 live data sources and 4 scoring models covering energy transition readiness, grid stress prediction, stranded asset risk, and EV infrastructure gap analysis.

E

Energy Transition Resilience

apifyforge

Energy transition resilience analysis via the Model Context Protocol, combining 8 live data sources into a unified multi-factor assessment.

E

Epsg Mcp Server

shuji-bonji

An MCP server that provides knowledge about Coordinate Reference Systems (CRS).

E

Epwforge

guzz-labs

Weather files (EPW/DDY) for building energy simulation. Search 17,000+ stations, analyze any EPW, render charts (diurnal/wind rose/temp carpet/monthly boxplot), generate TMY/AMY/CMIP6-morphed scenarios with UHI/extreme events/wildfire smoke + EnergyPlus DesignDay IDF. 3 of 4 tool.

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JCGE Agent Interface

equicirco

JCGE MCP server for CGE discovery, guidance, examples, solving, validation, and reporting

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Replio

replio.eu

Replio AI voice-training projects from chat: knowledge, goals, personas, quizzes, trainees, results.

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HYRR

exoma-ch

Radio-isotope production, activity and dose for charged-particle beams on stacked targets

E

Extreme P Value MCP Server

koido

No description yet

E

EcoBack Local Climate and Energy Tools

f-tiger

Local climate and energy calculators with optional public weather and guide lookup for Germany/EU

F

faculti

facultidev42FacultiDevelopment

Search academic expert insights, papers and contributions from Faculti

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professor-mind-reader

farssaadeldin7-ux

Reverse-engineer a marking rubric into the handful of criteria that actually move the mark, then...

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MathPoint

Fermion-company

TeX math, TikZ figures, and tables in the PowerPoint or Word file you have open, from chat.

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Groundline

fhs1220888

Verifiable test-data analysis: deterministic tools, evidence ledger, number-level checks

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Figviz

jyjyxt

Figviz is an AI-powered diagram generator built for STEM education and visual learning. Describe the diagram you need, choose a subject, grade level, style, or layout, and generate classroom-ready visuals in seconds.

F

first_mcp_server

neeraj-jhawar

No description yet

F

FlagQuantum MCP Server

FlagQuantum

Build, compile, run and export FlagQuantum circuits locally. No credentials or outbound network.

D

dsh-lit-search

Flan246

Literature search, GB/T 7714/APA citations and BibTeX via Crossref, OpenAlex, Semantic Scholar.

F

flashcardmcp

Moonzhang

A FastMCP-based MCP server for converting JSON-formatted Markdown content into interactive flashcard pages.

F

Flashcards MCP Server

No-Smoke

MCP server for managing flashcard decks and study sessions with AI-powered generation and spaced repetition.

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methods-mcp

FlynnLachendro

MCP server for structured methods extraction and reproducibility heuristics on academic papers

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Chalkcast

FredMichel

Author, render and visually verify Manim math animations from natural language

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Unicode Logic Kit

fvossel

Parse, check, prove and translate logic formulas: first-order, modal, description, higher-order.

D

decision-intelligence-mcp

gabrielmahia

Public-domain military strategy and philosophy texts as MCP tools: Sun Tzu, Napoleon and more

E

elimu-mcp

gabrielmahia

Kenya education guides: exams, HELB loans, TVET, literacy; template school list. Sample data

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historia-mcp

gabrielmahia

Kenya and East Africa history reference: timeline, leaders, heritage sites, ethnic groups, archives

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kilimo-mcp

gabrielmahia

Kenya farming guides: crop calendar, fertilizer, pests, market timing, varieties, input costs

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mazingira-mcp

gabrielmahia

Kenya environment guides: NEMA permits, climate data sources, protected areas, climate adaptation

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tafsiri-mcp

gabrielmahia

Swahili, Kikuyu and Luo civic glossaries and language guides for Kenya. Small reference sets.

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MatrixCalculator.net

gamestarry

Exact matrix calculations with step-by-step results for six core matrix operations.

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LingJing

genesis-plan

LingJing classroom MCP: human teaches, AI student questions; returns blindspots & summary.

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Lingshu Solver

genesis-plan

Deterministic MCP solver for real equation systems (<=6 vars), Krawczyk-certified.

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Flow Learning System

ghlee0786

Build motion-graphics lessons with sentence-synced TTS for any subject: one sentence, one scene

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Mycelium Emissions Database

mycelium.global

Search company carbon emissions: scope 1, 2 and 3 figures, Mycelium Scores and rankings.

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GNNEPCSAFT MCP Server

wildsonbbl

Model Context Protocol server for GNNePCSAFT tools

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Google Scholar MCP Server

shiwenbin1617

No description yet