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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

Kagan

kagan-sh

Community

AI-powered Kanban TUI for autonomous development workflows with agent orchestration

Jul 28, 2026AI ML
Local service39/10010

proofite

hanicker

Community27

Read your AI-written daily briefing and retune the filter behind it: feeds, newsletters, topics.

Aug 17, 2026AI ML
Remote service80/100

Re:port Flow MCP

re-port-flow

Community6

Generate PDF reports from Re:port Flow templates via Claude and other AI agents.

Aug 30, 2026AI ML
Remote service90/1001
Community

Reasoning, code, anti-deception, memory harness MCP tools. Stdio or HTTPS api.ejentum.com/mcp

Jun 11, 2026AI ML
Remote service39/10016
Community3

Strips layout noise via DOM AST; with a query, BM25 filters to relevant sections. No model or API.

Aug 29, 2026AI ML
Remote service76/1002

CPersona

Cloto-dev

Community

Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.

Sep 1, 2026AI ML
Local service39/1006

Promptheus

abhichandra21

Community

AI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)

Mar 17, 2026AI ML
Local service67/10017
Community

MCP server with 100+ AI agent skills from Anthropic, Vercel, Trail of Bits, Hugging Face & more.

Apr 13, 2026AI ML
Local service39/10025
Community

OJP 2.0 journey planning, SIRI-SX disruptions, occupancy, fares, train formation

Aug 30, 2026AI ML
Local service39/1006

skeletongraph

yashdoke7

Community

Zero-LLM structural code retrieval for AI coding agents, served over MCP.

Aug 30, 2026AI ML
Local service39/1006
Community

Self-hosted MCP gateway for Codex, Cursor, and Cline with provider-free prompt enhancement.

Aug 29, 2026AI ML
Local service39/1006
Community13

Australian public data (ABS, RBA, ATO + 6 more) via the ausdata.io gateway. Free tier, no card.

Aug 15, 2026AI ML
Local service77/1001

decantr ai

decantr-ai

Community

Stable eight-tool MCP server for changed-UI assurance, authority-aware UI task context, and repair.

Aug 28, 2026AI ML
Local service39/1006

termdat mcp

malkreide

Community7

MCP server for TERMDAT — the terminology database of the Swiss Federal Administration

Aug 31, 2026AI ML
Local service81/1001

TracePass

malinoto

Community6

Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS supply-chain events.

Aug 17, 2026AI ML
Remote service91/1001
Community

MCP server for datos.gob.do — Dominican Republic open government data (CKAN 2.11).

Aug 16, 2026AI ML
Local service71/1003
Community

Find & fetch research datasets across 17 archives, omics registries, and literature sources.

Aug 23, 2026AI ML
Local service79/1002
Community

Query Google News RSS feeds and search interest over time via Google Trends.

Aug 31, 2026AI ML
Local service39/1005
Community

Google Flights itineraries with fares, legs, carbon emissions and price history, as JSON.

Aug 27, 2026AI ML
Remote service39/1005
Community

Airbnb stays by location and dates, and full listing details, as structured JSON.

Aug 27, 2026AI ML
Remote service39/1005
Community6

MCP server for Tessera's LLM cost-optimization layer: anchored spend, drift, recommendations.

Jun 6, 2026AI ML
Local service75/1004

neuromcp

AdelElo13

Community

Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation

Jul 13, 2026AI ML
Local service72/1004

meta data mcp

derekslinz

Community

Query 76 open data APIs — government, science, finance, environment, and more.

Aug 24, 2026AI ML
Local service39/1005

ollama handoff

Michael-WhiteCapData

Community8

Offload cheap work from your AI agent to a local Ollama model, at zero cloud cost.

Jun 23, 2026AI ML
Local service72/1003