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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

tubemind secure mcp

dewtech-technologies

Community

Secure MCP server for YouTube intelligence — 18 tools, OAuth2, OWASP Top 10 controls.

Jul 13, 2026AI ML
Local service39/100
Community

Comprehensive MCP server for the Robokassa payment gateway (18 tools, full API coverage).

Apr 23, 2026AI ML
Local service39/1001

LLM Brand Monitor

SerpstatGlobal

Community

Track how 350+ AI models mention your brand — manage projects, run scans, analyze results

Apr 22, 2026AI ML
Local service39/1001

agentic research

TheAiSingularity

Community

Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.

Apr 21, 2026AI ML
Local service39/1001

lethe

JesusGarcia9009

Community

Context GC for LLM agents: offload large tool outputs and recall them to save tokens.

Jul 10, 2026AI ML
Local service39/100
Community

An MCP server that fetches web pages and converts them to clean, readable Markdown.

Apr 11, 2026AI ML
Local service76/100
Archived9

Swiss federal geodata (geo.admin.ch): layers, spatial identify, zoning, heights, LV95 conversion

Jul 27, 2026AI ML
Local service67/100

negotiate mcp

sanjana-pier39

Community

Negotiate prices at any negotiate.v1 store. AI shopper tools for Claude.

Jul 8, 2026AI ML
Local service39/100

matih

matih-labs

Community

The grounded data layer for any LLM: governed SQL, metrics, lineage and catalog over your data.

Jul 6, 2026AI ML
Remote service39/100

WebUplink

webuplink-dev

Community

Give any MCP client the ability to browse and interact with the web via WebUplink.

Jul 2, 2026AI ML
Local service39/100
Archived

MCP server for Yandex Metrika — web analytics, counters, goals, traffic (Russia)

Aug 18, 2026AI ML
Local service39/1001

dentro

dentro-fyi

Community

Structured commerce data for AI agents. 22,000+ DTC brands, real prices, real stock.

Apr 29, 2026AI ML
Local service66/100

methods mcp

FlynnLachendro

Community

MCP server for structured methods extraction + reproducibility heuristics on academic papers.

Jul 1, 2026AI ML
Local service39/100

lightpaper mcp

lightpaperorg

Community

API-first publishing platform. Publish markdown as permanent web pages with quality scoring.

Jul 1, 2026AI ML
Local service39/100

middleBrick

middleBrick

Community3

Scan APIs for OWASP Top 10, LLM, and GraphQL security vulnerabilities.

Apr 3, 2026AI ML
Local service67/100
Community

x402-gated LLM token compressor: strip filler, collapse JSON, densify prose. Paid in USDC.

Jun 29, 2026AI ML
Local service39/100

Refinery MCP

LareLabs

Community

Clean raw HTML into LLM-ready text before agents spend tokens.

Jun 28, 2026AI ML
Local service39/100
Community

MCP server for Mango Office — cloud PBX, call management (Russia)

Apr 1, 2026AI ML
Local service39/1001

Gatewards

rtahabas

Community

Drop-in spend governance + cross-agent dedup proxy for AI agent fleets, with x402 settlement.

Jun 27, 2026AI ML
Local service39/100
Community

Intelligent web content fetcher MCP server that converts HTML to clean, AI-readable JSONL format

Apr 11, 2026AI ML
Local service70/100
Community

Basel III + SR 11-7 + ECB TRIM AI/ML model risk management for banks deploying AI in credit, cap...

Jun 26, 2026AI ML
Local service39/100
Community

Agent Cost Allocator MCP — multi-tenant LLM cost attribution for chargeback billing. Companion to

Jun 26, 2026AI ML
Remote service39/100

agentcite

Kevinx702

Community

Fabrication-free, DOI-backed citations for AI agents — real openAlex sources, never hallucinated.

Jun 24, 2026AI ML
Local service39/100