The request asks what to use to find AI models. Hugging Face is the most direct fit: its page describes a hub to create, discover and collaborate on ML models, and it indexes model search and retrieval actions such as search_models and get_model 2. Replicate offers a cloud API to run open-source models and lists models with run counts 3, and GitHub indexes a model-recommendation action that recommends AI models for a task 1.
- 1
Hugging Facehuggingface.cofound in code, not yet checked
A hub to discover, host and collaborate on machine learning models, with model search and lookup actions such as search_models and get_model 2.
official:MCP server · @huggingface/mcp-clientSDK · huggingface-hubCLI · text-embeddings-inferencerepository · pwc-cliskill · hf-cli+23 community tools built for it
for agents: get_model · search_models · list_models
- 2
Replicatereplicate.comverified and signed
Lets you find and run open-source machine learning models through a cloud API, with a find-models action for searching models 3.
+14 community tools built for it
for agents: find-models · sakemin/musicgen-fine-tuner · matt-bornstein/nspm1
- 3
GitHubgithub.comverified and signed
Offers a model-recommendation action that analyzes task files and recommends suitable AI models based on required capabilities 1.
official:MCP server · @github/mcp-registrySDK · @github/copilot-sdklibrary · CodeQL: StubCLI · specifyrepository · copilot-engine-sdk+2,577 community tools built for it
for agents: model-recommendation · sponsor-finder · powerbi-modeling
Sources
- 1GitHub · Change is constant. GitHub keeps you ahead. · GitHub · GitHubgithub.com · read 2026-10-29
- 2Hugging Face – The AI community building the future.huggingface.co · read 2026-10-29
- 3Replicate - Run AI with an APIreplicate.com · read 2026-10-29
For agents: the 10 actions behind this answer
model-recommendation · model-recommendation verified and signed
Analyze chatmode or prompt files and recommend optimal AI models based on task complexity, required capabilities, and cost-efficiency
get_model · dell-ai found in code, not yet checked
Get detailed information about a specific model.
find-models · find-models verified and signed
Find AI models on Replicate using search and curated collections.
find-stl · find-stl verified and signed
Search and download ready-to-print 3D model files (STL/3MF/ZIP) for a concept or specific part by querying Printables (first). Use when an agent needs to find an existing model, capture license/attribution, download the source files, and output a local folder + manifest for quoting/printing.
workers-ai-search-model · Cloudflare API verified and signed
Model Search
generate_image · MCP-Brave-Search found in code, not yet checked
Generate images using EverArt Models and returns a clickable link to view the generated image.
finding-data-lake-assets · finding-data-lake-assets verified and signed
Resolve data lake and lakehouse asset references across Glue Data Catalog, S3, S3 Tables, and Redshift. Triggers on: find the table, where is our data, which table has, locate dataset, find data for, search catalog, what tables match, Redshift table, lakehouse table, data lake table, warehouse table
get_db_home · mcp found in code, not yet checked
Retrieves a DB Home by OCID and maps it to the server model.
get-recommendations-catalog · azqr found in code, not yet checked
Get the complete catalog of AZQR recommendations
setup-pstack · setup-pstack verified and signed
Configure which models pstack uses per role and at what reasoning budget. Detects your available models and writes an always-applied rule that overrides the skill defaults. Use for /setup-pstack, "configure pstack models", "pstack budget", or changing pstack's model choices.
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.