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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

earth

Mireye-Labs

Community

MCP server for Mireye Earth — federal-source-cited geospatial data for any MCP-aware agent.

Aug 3, 2026AI ML
Remote service39/100

agentsnap

MukundaKatta

Community

Snapshot tests for AI tool-call traces: diff, validate, and catch silent regressions.

Aug 1, 2026AI ML
Local service39/100

dart query

standardbeagle

Community

Dart AI task management MCP with batch operations, DartQL selectors, CSV import, zero context rot

Aug 1, 2026AI ML
Local service39/100

Mundane

sttruji

Community

Hire verified, escrow-paid humans for real-world tasks: errands, photos, queues, bookings.

Jul 31, 2026AI ML
Local service39/100

Agent Toolbox

solhammer

Community

26 deterministic, offline pre-action safety gates for AI agents, each with a signed verdict.

Jul 31, 2026AI ML
Local service39/100
Community

Multi-model consensus: 2-6 frontier LLMs answer, an independent judge synthesises one answer.

Jul 30, 2026AI ML
Local service39/100

aemo mcp

Bigred97

Community

Query the AEMO NEM in plain English — 5-min prices, demand, generation, rooftop PV.

Jul 27, 2026AI ML
Local service39/100

wgea mcp

Bigred97

Community

Query the WGEA in plain English — employer pay gap, workforce composition, leave.

Jul 27, 2026AI ML
Local service39/100

p402

Z333Q

Community

Multi-provider AI router with x402 micropayment settlement on Base L2. 1% flat fee.

Jul 27, 2026AI ML
Local service39/100
Community

Full CRUD MCP server for FactorialHR: employees, teams, time off, projects, ATS, payroll.

Jan 24, 2026AI ML
Local service39/1003
Community

Search past Claude Code conversations. Local BM25 over JSONL with one-click claude --resume.

May 11, 2026AI ML
Local service39/1001
Community

TokenLab MCP server: 31 default and 80 full-profile tools for models, media, tasks, and files.

Jul 25, 2026AI ML
Local service39/100

agentcents

labham-llc

Community

Local LLM cost proxy: forecasts each call and recommends the cheapest model that clears the task.

Jul 24, 2026AI ML
Local service39/100

TrainTools

AparajeetS

Community

Recommend paper-backed diagnostics for PyTorch and Hugging Face training problems.

Jul 22, 2026AI ML
Local service39/100
Community

Model inventory and governance: trace deployed models and their dependencies as an append-only log

Jul 21, 2026AI ML
Local service39/100

mcp ephemeris

kairosastro-sketch

Community

NASA-validated computed planetary positions for your AI: 19 astrology tools, never hallucinated.

Jul 21, 2026AI ML
Local service39/100

webnav

lucyfuur94

Community

A zero-LLM MCP server that replays recorded site maps instead of re-exploring browser routes.

Jul 20, 2026AI ML
Local service39/100
Community

Create focus spaces and read user-authorized focus history summaries.

Jul 20, 2026AI ML
Local service39/100

send16 mcp

spruikco

Community

Email for AI agents: send mail, manage contacts, automations & webhooks. Zero-DNS first send.

Jul 19, 2026AI ML
Remote service39/100

usafiri mcp

gabrielmahia

Community

MCP server for transport coordination in East Africa (usafiri = transport)

Jul 18, 2026AI ML
Local service39/100

nyumba mcp

gabrielmahia

Community

MCP server for housing coordination in East Africa (nyumba = house)

Jul 18, 2026AI ML
Local service39/100

nishati mcp

gabrielmahia

Community

MCP server for energy coordination in East Africa (nishati = energy)

Jul 18, 2026AI ML
Local service39/100

habari mcp

gabrielmahia

Community

MCP server for news and public-information coordination in East Africa (habari = news)

Jul 18, 2026AI ML
Local service39/100

llmgraph

abahocodes

Community

Invoke deployed LLMGraph no-code LLM workflows (chat, RAG, automations) as MCP tools.

Jul 15, 2026AI ML
Local service39/100