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MCP servers tagged foundation-models

20 live MCP servers tagged "foundation-models", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with foundation-models.

20
live servers
39
avg trust
7.1K
most stars
1

Opensquilla

TokenRhythm

OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density

★ 7.1Kupdated 3 days agoApache-2.0
64
2

Opensquilla

OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density

★ 7.1K
64
3

Agentic AI

mahmoudrabie

Agentic AI research papers, benchmarks, frameworks, and tools curated across 24 domains.

★ 161updated 5 days agoMIT
52
4

Aria

Swift agent runtime for Apple platforms. Keeps tools, skills and history inside the 4,096-token on-device window, so connecting an MCP server doesn't break the turn. FoundationMod…

★ 7
39
5

Zer0Fit

Zero-shot forecasting, tabular classification, and regression via MCP — exposes Google TimesFM 2.5 and TabFM v1.0.0 to AI assistants. Just attach a CSV and describe what you want…

39
6

Retrace

A private, on-device macOS rewind: capture, search, and scrub back through your day. 100% local, no telemetry.

39
7

apple-fm-mcp

MCP server for Apple on-device Foundation Models

★ 2
37
8

Aria

prasadpamidi

Swift agent runtime for Apple platforms. Keeps tools, skills and history inside the 4,096-token on-device window, so connecting an MCP server doesn't break the turn. FoundationMod…

★ 3updated a month ago
34
9

Apple Fm MCP

yihan2099

MCP server for Apple on-device Foundation Models

★ 2updated 7 months ago
34
10

Agentic Frontier Observatory

lostlight530

Bilingual, source-grounded observatory tracing global AI from its intellectual and computational roots to the agentic frontier across models, protocols, runtimes, evaluation, safe…

★ 1updated 8 days ago
34
11

SwiftVectorKit

alexpospekhov

On-device semantic code search and vector indexing for Swift, Xcode, and AI agents. 100% local on Apple Silicon.

★ 1updated 19 days ago
34
12

Vacua

yuanweize

Explainable, safety-first storage intelligence for macOS.

★ 1updated 21 days ago
34
13

Apfel Harness

Local web GUI harness for Apple Intelligence via the apfel CLI (on-device FoundationModels). Streaming chat with an exact 4k context gauge, JSON-schema constrained decoding, batch…

34
14

Priorlabs

Prior Labs — independent third-party profile of a public API surface, by API Evangelist. Prior Labs builds TabPFN, a tabular foundation model that delivers strong predictions on s…

34
15

Pippin MCP

Apple's on-device AI (Vision, NaturalLanguage, Translation, Apple Intelligence) exposed as an MCP server. macOS 26+.

34
16

Apple Fm Bridge

turner-moore

Access Apple's on-device Foundation Models via a CLI, an MCP server, and Apple Shortcuts

34
17

Kumoai

api-evangelist

Kumo.AI — independent third-party profile of a public API surface, by API Evangelist. Kumo.AI builds predictive AI for relational data. Its flagship model, KumoRFM, is a pre-train…

34
18

Synthetic Sciences

api-evangelist

Synthetic Sciences — independent third-party profile of a public API surface, by API Evangelist. Synthetic Sciences is a Y Combinator-backed AI research lab building foundation mo…

34
19

Worldcup AI Forecaster

tpomerance

Can a time-series foundation model (TimesFM) predict the 2026 World Cup? An honest case study with Elo/Dixon-Coles baselines, a trained meta-model, TabPFN, a Monte-Carlo bracket s…

34
20

Recraft AI

api-evangelist

Recraft — independent third-party profile of a public API surface, by API Evangelist. Recraft is a London-based AI design platform — founded in 2023 by Anna Veronika Dorogush (cre…

34
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