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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

agence

l-agence

Community

AI governance MCP server — policy enforcement, skills, memory, multi-LLM consensus

May 11, 2026AI ML
Local service39/1004

paste

pasteapp

Community

Give AI tools access to your Mac clipboard history and pinboards from Paste. Runs locally.

Aug 12, 2026AI ML
Local service39/1001

arachne mcp

Samuelfmedeiros

Community

Arachne MCP — scraping, browser, vision, OCR, RAG, Social Research, GitHub + VRT (56 tools).

Aug 11, 2026AI ML
Local service39/1001

aegis

undercurrentai

Community10

Six-gate governance for AI agents: PROCEED/PAUSE/HALT decisions with hash-chained audit trails.

Jun 10, 2026AI ML
Remote service80/100

qorami

loicfontaine-max

Community

Check an email before an AI agent sends it: send / ask a human / block. Detects prompt injection.

Jul 3, 2026AI ML
Local service39/1002

rogertheunissenmerge oss

rogertheunissenmerge-oss

Community7

Wine pairing intelligence with 7 tools. Deterministic scoring, sommelier-calibrated.

Apr 30, 2026AI ML
Local service69/1001
Archived

MCP server for Yandex Direct — PPC campaigns, ads, keywords, statistics (Russia)

Aug 18, 2026AI ML
Local service39/1005

peak window

ByteOverDev

Community

Ranks the best weather windows to climb any peak worldwide, on the sharpest regional model.

May 30, 2026AI ML
Local service39/1003
Community

MCP server for Veeam Backup for Microsoft 365: read-only review + gated, audited restore tier.

Jul 1, 2026AI ML
Local service39/1002

college roi mcp

thomasthinks

Community7

U.S. college ROI data: 30-yr NPV for 500 colleges, lifetime ROI for 134 majors. Keyless.

Jul 15, 2026AI ML
Local service69/100

ArkHive MCP

sammyboi81

Community

ArkHive MCP: governed, tamper-evident local memory for AI agents. Where context gives meaning.

Aug 7, 2026AI ML
Local service39/1001
Community

Open, source-cited knowledge base of Belgian insurance products: search, compare, verify, overlaps.

Aug 6, 2026AI ML
Local service39/1001

Clipwise

mobileshop9991-star

Community3

MCP server for Clipwise - AI tools for TikTok, Reels, and Shorts video creators.

May 17, 2026AI ML
Local service70/1001

llmtest mcp

tjacquesson

Community14

Benchmark AI models on real prompts. Find cheaper, faster alternatives across 340+ models.

May 31, 2026AI ML
Local service71/100

finanzas mcp

MITDEVPRO

Community

25 calculadoras financieras en español: ratios, WACC, DCF, VAN/TIR, DuPont y tributario Chile

Aug 5, 2026AI ML
Local service39/1001

vaiz

vaizcom

Community

Connect AI assistants to your Vaiz workspace: tasks, projects, boards, documents and milestones.

Aug 4, 2026AI ML
Local service39/1001
Community

MCP server for Voximplant — cloud telephony, call history, SMS (Russia)

Jun 23, 2026AI ML
Local service39/1002

aemet mcp

jocarrd

Community

MCP server for AEMET — Spain's weather agency. Forecasts, CAP warnings, station observations.

Aug 2, 2026AI ML
Local service39/1001

agentcast

MukundaKatta

Community

Structured-output enforcer: extract and validate JSON from messy LLM text.

Aug 1, 2026AI ML
Local service39/1001

agentfit

MukundaKatta

Community

Token-aware message truncation: fit a chat history into your model's context budget.

Aug 1, 2026AI ML
Local service39/1001

agentguard

MukundaKatta

Community

Network-egress firewall for agent tools: check URLs against a declarative policy.

Aug 1, 2026AI ML
Local service39/1001

agentvet

MukundaKatta

Community

Validate tool-call args before execution. Returns LLM-friendly retry hints.

Aug 1, 2026AI ML
Local service39/1001
Community

GPU compute price indices over MCP; every value carries a verify URL. Five key-free tools.

Aug 1, 2026AI ML
Local service39/1001

rendoc mcp server

yoryocoruxo-ai

Community7

Generate professional PDFs (invoices, contracts, reports) from AI tools via rendoc templates.

Apr 14, 2026AI ML
Local service69/1001