Skip to content
MCP ThesaurusMCP Thesaurus

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

Community

Simulated investment committee: 27 investor lenses read the same filings, debate, and a PM decides.

Aug 29, 2026AI ML
Local service39/1003

cli2mcp

RonieNeubauer

Community

Wrap any CLI as a Model Context Protocol server - schema auto-inferred from --help.

Apr 29, 2026AI ML
Local service39/10012
Community10

Swiss energy data via SFOE/BFE and GeoAdmin REST APIs

Aug 29, 2026AI ML
Local service83/100

SignaTrust

SignaTrustDev

Community9

Blockchain-anchored e-signatures: send envelopes, manage templates, verify anchors on Solana.

Jul 17, 2026AI ML
Local service75/1001
Community

Read-only OpenIM search for institutional buy-side investment models and architecture.

Aug 28, 2026AI ML
Local service39/1003
Community12

SECO labour market: unemployment, vacancies, workforce indicators

Aug 30, 2026AI ML
Local service77/100

Scope

scope-bid

Community6

Dispatch litigation work to legal-services vendors from any MCP-compatible AI workflow.

Jul 30, 2026AI ML
Local service75/1001
Community

Booking.com stays by destination and dates, and full property details, as structured JSON.

Aug 27, 2026AI ML
Remote service39/1003
Community

Zillow for-sale, for-rent and sold listings, and full property details, as structured JSON.

Aug 27, 2026AI ML
Remote service39/1003
Community

Indeed job listings by keyword and location, and full postings, as structured JSON.

Aug 27, 2026AI ML
Remote service39/1003
Community

Google Trends interest over time, by region, and related queries and topics, as JSON.

Aug 27, 2026AI ML
Remote service39/1003

MCP Tenant Pair

studiomeyer-io

Community12

Multi-user tenancy library for MCP servers. Pairs, groups, bi-temporal shared state, DSGVO erasure.

Aug 24, 2026AI ML
Local service80/100

stellavault

Evanciel

Community

Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault. 21 tools, no keys.

Aug 25, 2026AI ML
Local service39/1003

openfoot mcp

bartokulus

Community12

Football fixtures, standings, lineups, live events and shot-level xG across 75 competitions.

Aug 31, 2026AI ML
Local service74/100
Community

Plant genomics MCP — 50 tools across 23 backends with cross-source synthesis.

Aug 23, 2026AI ML
Local service39/1003
Community9

Swiss public procurement (simap.ch): tenders, awards, CPV codes, all cantons + federal, read-only

Aug 30, 2026AI ML
Local service81/100
Community5

Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to.

Jul 29, 2026AI ML
Remote service75/1001

DialMCP

SkillfulAgents

Community4

Let AI agents place real phone calls from your verified number, with transcripts and recordings.

Jul 27, 2026AI ML
Remote service78/1001
Community

Spring Boot example that exposes SpringDoc OpenAPI operations as safe MCP tools.

Aug 2, 2026AI ML
Local service39/1004

mcp anything

Dror-Bengal

Community

Meta-MCP gateway: search, inspect and call any MCP server from the public registries.

Aug 21, 2026AI ML
Local service39/1003
Community1

Governed MCP server for DMTF Redfish BMCs. Read-only by default; writes are opt-in and dry-run.

Aug 12, 2026AI ML
Local service76/1001
Community3

Profile local CSV, Parquet, JSON and Excel files into a compact data-quality summary.

Aug 7, 2026AI ML
Local service73/1001

rippr mcp

mrslbt

Community

Rip YouTube transcripts to disk for AI agents, RAG pipelines, and LLM workflows.

Jul 31, 2026AI ML
Local service39/1004
Community

Control Ableton Live with 154 typed tools for music production and offline .als analysis.

Jul 13, 2026AI ML
Local service39/1005