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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

rba mcp

Bigred97

Community

Query the RBA in plain English — cash rate, FX, lending and deposit rates.

Aug 15, 2026AI ML
Local service39/100

deerdawn

HissingSpider

Community

AI session memory: the brief your AI reads before every session so no session starts cold.

Aug 14, 2026AI ML
Remote service39/100

statlyte — live LLM pricing

richardwilkinson9

Community

Live LLM pricing, context windows and model ids, read from each vendor's own page every 3 hours.

Aug 14, 2026AI ML
Local service39/100

Althea MCP

tiptreesystems

Community

Connect coding agents to your Althea and, through her, a consent-first network of ML researchers.

Aug 14, 2026AI ML
Local service39/100

goaltree

GOAL-T

Community

A multi-parent goal graph where value propagates, so what more things depend on ranks higher

Aug 13, 2026AI ML
Local service39/100

Grounder

rozetyp

Community

Web grounding for local & cloud LLMs: search, fetch, token-capped evidence packs, and research.

Aug 13, 2026AI ML
Local service39/100

byakugan

JayOfemi

Community

Private, on-device AI-text analysis including detection, AI-tell spans, and reuse overlap.

Aug 12, 2026AI ML
Local service39/100

precisioncalc mcp

inity13

Community

High-precision finance & business calculations for AI agents — exact decimals, never floats.

Aug 12, 2026AI ML
Remote service39/100

scenariosim mcp

inity13

Community

Deterministic what-if & scenario simulation for AI agents: projections, sensitivity & break-even.

Aug 12, 2026AI ML
Remote service39/100

agentstack mcp

inity13

Community

Deterministic reasoning stack for AI agents: simulate, decide & compute, plus cross-domain tools.

Aug 12, 2026AI ML
Remote service39/100

fetchmcp

labtoolsstudio

Community

Drop-in fetch MCP: clean Markdown from any URL, with JS rendering and anti-bot.

Aug 11, 2026AI ML
Local service39/100

checkmcp

H129hj

Community

Audit any MCP server's security & quality — OWASP MCP Top 10 + explainable 0-100 MCP Score

Aug 10, 2026AI ML
Local service39/100

data cleaner agent

wesseltl

Community

Clean messy CSVs: an LLM picks the steps, tested code does the work. Data untouched by the model.

Aug 10, 2026AI ML
Local service39/100

ithura

Ithura

Community

Manage tasks, sprints, projects, and wiki pages in your Ithura workspace.

Aug 9, 2026AI ML
Local service39/100

agentfenster

clemensjl

Community

Windows GUI automation on a hidden second desktop, driven from Claude Code over MCP.

Aug 8, 2026AI ML
Local service39/100

Algernon MCP

sammyboi81

Community

Fleet orchestration for AI agents: fan tasks out to cheap parallel workers on your own LLM key.

Aug 7, 2026AI ML
Local service39/100

creedspace mcp server

Creed-Space

Community

Constitutional-AI safety guardrails for any LLM — personas, constitutions, adjudication.

Aug 6, 2026AI ML
Local service39/100

ardhi mcp

gabrielmahia

Community

MCP server for land records and land-service coordination in Kenya (ardhi = land)

Aug 6, 2026AI ML
Local service39/100

mazingira mcp

gabrielmahia

Community

MCP server for environment and climate coordination in East Africa (mazingira = environment)

Aug 6, 2026AI ML
Local service39/100

jumuia mcp

gabrielmahia

Community

MCP server for community-group coordination in East Africa (jumuia = community)

Aug 6, 2026AI ML
Local service39/100

network diagram mcp

den-indance

Community

Network topology editor — Claude builds diagrams via MCP. nmap/CSV import, one-click SSH.

May 25, 2026AI ML
Local service39/1001

Gateco

fortisil

Community

Permission-aware retrieval for AI systems: policy-enforced access to organizational knowledge.

Aug 4, 2026AI ML
Local service39/100