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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

Impri

sekera-radim

Community

Impri MCP server — human-in-the-loop approval inbox for AI agents

Aug 31, 2026AI ML
Local service39/1002

mcp aichat

AceDataCloud

Community4

MCP server for AI dialogue using various LLM models via AceDataCloud

Aug 31, 2026AI ML
Remote service84/100
Community

AI-driven penetration testing - 22 security tools behind safety-hardened MCP endpoints

Aug 31, 2026AI ML
Local service39/1002

LLM Preflight

feronovak

Community

Local, cross-provider preflight checks for LLM integration changes.

Aug 31, 2026AI ML
Local service39/1002

ai·rete·rag

zaharajabeen13-create

Community7

Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.

Aug 23, 2026AI ML
Remote service81/100

rag vault

RobThePCGuy

Community

Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup

Aug 31, 2026AI ML
Local service39/1002

BeeL

beel-es

Community

Spanish e-invoicing with VeriFactu (AEAT): issue invoices, manage customers, validate NIFs.

Aug 30, 2026AI ML
Remote service39/1002

clawfetch

clawfetch

Community10

Web intelligence for AI agents: fetch, render, extract, research. x402 micropayments, no API keys.

Aug 6, 2026AI ML
Remote service83/100
Community

MCP server for Pi-hole v6 API — manage multiple instances: queries, lists, groups, stats

Aug 29, 2026AI ML
Local service39/1002

Routara LLM Gateway

36412749-collab

Community5

OpenAI-compatible LLM, image and video APIs via Routara (api.routara.ai).

Jul 20, 2026AI ML
Local service69/1001

rmbr

SRock44

Community

Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key.

Aug 28, 2026AI ML
Local service39/1002

moysklad mcp

theYahia

Community

MCP server for MoySklad — warehouse, inventory, orders, reports (Russia)

Jun 23, 2026AI ML
Local service39/1005
Community

Servidor MCP com dados oficiais brasileiros: IBGE, Banco Central, INMET, Câmara e Senado.

Aug 25, 2026AI ML
Local service39/1002

memkeeper

teflon07

Community

Local-first memory for AI agents: on-device hybrid retrieval over a single SQLite file.

Aug 24, 2026AI ML
Local service39/1002
Community

MyAnimeList MCP server: Tenrai-powered reads plus official MAL personal-list management.

Aug 24, 2026AI ML
Local service39/1002

veriswarm mcp

veriswarm

Community

VeriSwarm MCP Server — Trust infrastructure for AI agents via Model Context Protocol

Aug 24, 2026AI ML
Local service39/1002
Community1

Driflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub.

Oct 2, 2025AI ML
Remote service75/10011

Linkonda

Verano-DE

Community7

Create and manage Linkonda short links and QR codes, with no per-visitor tracking.

Aug 16, 2026AI ML
Local service81/100
Community5

Delegate heavy tasks from Claude Code to the Antigravity CLI (Gemini) with quota-aware failover.

Aug 28, 2026AI ML
Local service78/100

PrintYourDuck Quote

printyourduck

Community4

Find and submit local 3D print files for manual PrintYourDuck quote review.

Aug 27, 2026AI ML
Remote service81/100
Community

Profiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.

Aug 22, 2026AI ML
Local service39/1002

homebox mcp

dgahagan

Community

Homebox home inventory: search, intake, warranties, attachments, locations, tags, QR labels

Jul 6, 2026AI ML
Local service39/1004
Community6

PayPay QR payments for AI agents: QR codes, status, refunds, cancels. Bilingual JP/EN.

Aug 12, 2026AI ML
Local service84/100

mcp probe

incultnitollc

Community

Inspect and score any MCP server 0-100 on publishability, schema and protocol before publish.

Aug 20, 2026AI ML
Local service39/1002