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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

Piia Engram

Patdolitse

Community

Local-first AI identity for MCP coding tools. Lessons, decisions, and context you control.

Aug 29, 2026AI ML
Local service39/100157
Community

Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.

Aug 23, 2026AI ML
Local service39/100132

dvalincode

arthurpanhku

Community

Deterministic security scanning, no model or API key, plus offline-verifiable proof a fix worked.

Aug 31, 2026AI ML
Local service39/100112

fred mcp server

stefanoamorelli

Community

Federal Reserve Economic Data (FRED) MCP Server - Access all 800,000+ economic time series

Aug 22, 2026AI ML
Local service39/100117

mcpspend

andreisirbu91-lab

Community

Query your MCPSpend usage: cost today, top tools, recent sessions, budget projections.

Aug 31, 2026AI ML
Local service39/100104
Community

Fetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.

Aug 26, 2026AI ML
Remote service39/100104

lm

houtini-ai

Community

Connect Claude to any OpenAI-compatible LLM endpoint and offload routine work to a local model.

Aug 15, 2026AI ML
Local service39/100113
Community

OpenAI-compatible MCP gateway cataloging 22 LLM providers, with routing, failover, and tools.

Aug 30, 2026AI ML
Local service39/10094
Community5

Store, query, and create YAML workflow playbooks for LLM agents.

Aug 21, 2026AI ML
Local service81/10031

mindbase

frankchu91

Community

LLM-maintained personal wiki: cross-references sources, flags contradictions. Local markdown.

Aug 24, 2026AI ML
Local service39/10089
Community

Manage Substack publishing, subscribers, analytics, reader feeds, comments, and images through MCP.

Aug 29, 2026AI ML
Local service39/10070

misata

rasinmuhammed

Community

Multi-table synthetic data with FK integrity and exact declared aggregates. No real data.

Aug 31, 2026AI ML
Local service39/10068

workflowy

mholzen

Community

Create, update, complete nodes, search & replace with regex and dry run, usage reports, transforms

Aug 14, 2026AI ML
Local service39/10072

MCP Gateway

MikkoParkkola

Community

Universal MCP gateway with Meta-MCP discovery, routing, and REST API capabilities.

Sep 1, 2026AI ML
Local service39/10058

MikroMCP

AliKarami

Community

MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and rollback.

Aug 23, 2026AI ML
Local service39/10061
Community

Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private.

Aug 22, 2026AI ML
Local service39/10055

AniList

yuna0x0

Community

AniList MCP server for accessing AniList API data

Jul 13, 2026AI ML
Local service39/10085
Community

PubNub Model Context Protocol MCP Server for Cursor and Claude

Jul 22, 2026AI ML
Local service71/10033

Bhived MCP

ArtKeyAi

Community

Shared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.

Jul 14, 2026AI ML
Local service72/10035

octen mcp

Octen-Team

Community4

URL to LLM-ready markdown — plus per-page category, page_structure, and query-driven highlights.

Aug 31, 2026AI ML
Local service78/10014

HackMD

yuna0x0

Community

A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.

Jul 13, 2026AI ML
Local service39/10067
Community7

MCP server for YADE — open-source DEM engine. Browse API docs, run simulations, manage tasks.

Aug 28, 2026AI ML
Local service71/10013
Community

Nextcloud MCP server — files, calendar, contacts, mail, maps, notes, tasks & 120+ more tools

Aug 30, 2026AI ML
Remote service39/10033
Community

Model Context Protocol (MCP) server for TestRail platform, enabling LLMs to manage test artifacts.

Aug 31, 2026AI ML
Local service39/10032