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AI & Machine Learning MCP Servers

Servers that call models, run inference, or give agents access to other AI systems and their outputs. The directory lists 929 in this category, of which 367 are hosted remote servers needing no local install. Ranking below reflects maintenance, documentation, install experience and adoption — never payment.

All servers

Oraclebone

sapuyou45-bit

Community

Audited tarot, I Ching, Xiao Liu Ren, Bazi (Four Pillars). Model never invents results.

Aug 23, 2026AI ML
Local service39/1004
Community

Audited tarot, I Ching, Xiao Liu Ren, Bazi (Four Pillars). Model never invents results.

Aug 23, 2026AI ML
Local service39/1004

i14y mcp

malkreide

Community13

MCP server for I14Y — Switzerland's national open-data metadata catalogue (DCAT-AP-CH)

Aug 29, 2026AI ML
Local service83/100
Community3

Connect your AI assistant to YNAB. Read-only by default, with reversible opt-in writes.

Aug 29, 2026AI ML
Local service73/1001

AgentSUMO

mw-jeong

Community

MCP server for LLM-driven SUMO traffic simulation, scenario design, and result analysis.

Jun 17, 2026AI ML
Local service39/1009

gagelink

Adeniyikayodee

Community13

River level, streamflow, flood forecasts and basins from USGS, NOAA and SWOT, with units and datums

Aug 28, 2026AI ML
Local service83/100

Animica

animicaorg

Community15

Read-only Animica chain data, free AI inference, verifiable quantum randomness, and mining stats.

Aug 14, 2026AI ML
Remote service86/100

AI AppSec

subodhkc

Community

Evidence-backed AppSec for AI applications and agents. Powered by HAIEC.

Aug 21, 2026AI ML
Local service39/1004

swiss ip mcp

malkreide

Community11

IGE/IPI Swissreg trademarks, patents, SPCs

Aug 29, 2026AI ML
Local service86/100

foura

fouradata

Community

Reliable web access for AI agents: smart HTTP, rotating proxies, and full-browser rendering.

Aug 19, 2026AI ML
Remote service39/1004
Community13

Swiss school & public holidays, 26 cantons, by Schulart (OpenHolidays + Nager.Date)

Aug 31, 2026AI ML
Local service80/100

engram

HBarefoot

Community

Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.

Jul 7, 2026AI ML
Local service39/1007

Promptibus MCP

promptibus

Community7

Model intelligence for AI agents — syntax, params, pricing for 67+ generative AI models.

May 11, 2026AI ML
Local service81/1003

hushdrop

maxtechera

Community

Open-source artifact sharing for AI agents: private, branded, zero-knowledge links.

Jun 23, 2026AI ML
Local service39/1008
Community8

Astrodynamics MCP server: TLE/SGP4, Lambert, access windows, porkchop, B-plane targeting.

Jun 7, 2026AI ML
Local service81/1002
Community10

WSL / EnviDat environmental research datasets via CKAN

Aug 30, 2026AI ML
Local service86/100

web access

usestring

Community3

The most accurate web access API. Stop getting blocked.

Aug 12, 2026AI ML
Remote service79/1001
Community11

BLV open data for food safety and veterinary inspections

Aug 30, 2026AI ML
Local service83/100

rootvine mcp

RagingOrangutan

Community

Cross-platform music and game resolution for AI agents across 15+ platforms.

Aug 31, 2026AI ML
Local service39/1003

LLM Usage

zhaoyue722

Community

Local-first, multi-provider tool that captures LLM API spend and exposes it to coding agents via MCP

Aug 31, 2026AI ML
Local service39/1003

molecare mcp

MoleCare

Community

Educational dermatology knowledge and lesion tooling. No credentials needed. Not a medical device.

Aug 31, 2026AI ML
Local service39/1003

misterdev

dcondrey

Community

Autonomous LLM build orchestrator that plans, edits, and verifies code across languages.

Aug 30, 2026AI ML
Local service39/1003

fedlex mcp

malkreide

Community

Swiss federal law, consultations (Fedlex) & TERMDAT terminology (LINDAS) via SPARQL

Aug 30, 2026AI ML
Local service39/1003

weeek mcp

YOLKINS

Community14

Local MCP server for Weeek (stdio transport) — read-only by default, opt-in write tools.

Aug 24, 2026AI ML
Local service77/100