Model and agent tools MCP servers

8,866 servers

Call other models, run sub-agents, manage prompts and evaluate outputs.

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PerceptionDLM Region Captioning co.huggingface.hugging-apps/perception-dlm

Parallel region captioning with multimodal diffusion LLM

99.52% up · 30 days

Model and agent tools Hugging Face Spaces Remote 11 tools
pulumi-prompts-mcp-server com.npmjs/pulumi-prompts-mcp-server

Pulumi Prompts MCP Server (test)

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Model and agent tools npm Local 3 a week MIT
FLUX.1 [dev] co.huggingface.hysts-mcp/flux.1-dev

100% up · 30 days

Model and agent tools Hugging Face Spaces Remote 2 tools MIT
llm-mask com.npmjs/llm-mask

MCP server + library + CLI for masking sensitive data before sending to LLMs

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Model and agent tools npm Local 1 a week
mcp-gateway com.npmjs/mcp-gateway

Model Context Protocol Gateway

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Model and agent tools npm Local 13 a week
@bytefun/mcp-prompt-optimizer com.npmjs.bytefun/mcp-prompt-optimizer

ByteFun MCP服务：智能提示词优化，支持AI处理完成回调监听，提升Cursor使用体验

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Model and agent tools npm Local 3 a week MIT
Llmstxt co.huggingface.agents-mcp-hackathon/llmstxt

Access documentation in your IDE with llms.txt

100% up · 30 days

Docs and knowledge bases Hugging Face Spaces Remote 2 tools APACHE-2.0
@iflow-mcp/sequential-thinking-recall com.npmjs.iflow-mcp/sequential-thinking-recall

An MCP server that enables dynamic, reflective problem-solving by structuring thought processes and automatically logging each session to Recall.

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Memory and context npm Local
mcp_prompt com.npmjs/mcp_prompt

MCP tool to validate and fix the accessibility bug fixes

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Model and agent tools npm Local 2 a week ISC
human-mcp com.npmjs/human-mcp

MCP server for using Amazon Mechanical Turk as a human-in-the-loop service

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Model and agent tools npm Local 3 a week ISC
Agentry — AI Agent Directory com.agentry/agent-directory

AI agent directory — search and compare 120+ agents across 12 categories.

99.63% up · 30 days

Model and agent tools Official MCP Registry Remote
Gemini Image Edit co.huggingface.ameerazam08/gemini-image-edit

100% up · 30 days

Model and agent tools Hugging Face Spaces Remote 1 tool
bika-mcp-server com.npmjs/bika-mcp-server

A Model Context Protocol server that provides read and write access to Bika.ai. This server enables LLMs to list spaces, list nodes, list records, create records and upload attachments in Bika.ai.

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Model and agent tools npm Local 3 a week ISC
taipei-gov-mcp-proxy com.npmjs/taipei-gov-mcp-proxy

MCP proxy client for Taipei Government API server

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Model and agent tools npm Local 1 a week MIT
openapi-mcpify com.npmjs/openapi-mcpify

Turn any OpenAPI spec into a live MCP server — with built-in confirmation prompts for mutating operations.

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Developer tools npm Local 1 a week
@feedbacked/mcp-server com.npmjs.feedbacked/mcp-server

MCP server for creating forms with built-in feedback workflow by LLM interface such as Claude Desktop

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Office documents and spreadsheets npm Local 1 a week MIT
Sapiom io.github.sapiom/mcp-server

AI agent tools: web search, browser, 400+ LLMs, image gen, TTS, phone verify. Pay-per-use.

100% up · 30 days

Design and media Official MCP Registry Remote
@iflow-mcp/human-loop-mcp-server com.npmjs.iflow-mcp/human-loop-mcp-server

A server for coordinating human-in-the-loop operations with AI agents

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Model and agent tools npm Local
Chess Reasoning LLM co.huggingface.hugging-apps/chess-reasoning-llm

Play chess against a tiny reasoning LLM that thinks first

100% up · 30 days

Model and agent tools Hugging Face Spaces Remote 8 tools
@iflow-mcp/context-engineering-mcp com.npmjs.iflow-mcp/context-engineering-mcp

MCP server for AI Guides API with Gemini integration

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Model and agent tools npm Local
@iflow-mcp/ollama-mcp com.npmjs.iflow-mcp/ollama-mcp

An ollama MCP server designed to allow Cline or other MCP supporting tools to access ollama

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Model and agent tools npm Local
cjc-orchestrator-mcp com.npmjs/cjc-orchestrator-mcp

MCP Orchestrator for Cracked Jacked Claude - Enables infinite context workflow

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Model and agent tools npm Local 2 a week MIT
mastra-browser-mcp com.npmjs/mastra-browser-mcp

Model Context Protocol (MCP) client implementation for Mastra, providing seamless integration with MCP-compatible AI models and tools.

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Model and agent tools npm Local 3 a week ISC
mcp-atom-of-thoughts com.npmjs/mcp-atom-of-thoughts

A Model Context Protocol (MCP) server implementation of Atom of Thoughts, a decomposition-based reasoning framework.

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Model and agent tools npm Local 3 a week ISC
@pleaseai/mcp-gateway com.npmjs.pleaseai/mcp-gateway

MCP server and CLI for tool search

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Model and agent tools npm Local
DeepSeek-V4-Pro-0813 Demo co.huggingface.rahulthespy/deepseek-v4-pro-0813-demo

Chat demo for DeepSeek-V4-Pro-0813

100% up · 30 days

Model and agent tools Hugging Face Spaces Remote 2 tools
@manet/mcp-agent com.npmjs.manet/mcp-agent

An event-stream driven MCP Agent Framework for building effective multimodal Agents.

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Calendar and scheduling npm Local
Moondream Pointer co.huggingface.gf-john/moondream-pointer

inference for moondream2 point API

100% up · 30 days

Model and agent tools Hugging Face Spaces Remote 1 tool
Perceive-to-Reason co.huggingface.hongxingli/perceive-to-reason

P2R fine-grained visual reasoning with Qwen3-VL

100% up · 30 days

Model and agent tools Hugging Face Spaces Remote 1 tool
Embodied-R1.5 co.huggingface.hugging-apps/embodied-r1-5

Embodied VLM for robot task planning and grounding

100% up · 30 days

Project management Hugging Face Spaces Remote 1 tool
InterleaveThinker co.huggingface.zhengli1013/interleavethinker

Multi-agent interleaved text-image generation pipeline

99.48% up · 30 days

Design and media Hugging Face Spaces Remote 2 tools
TRIAGE Clinical Risk Predictor co.huggingface.hugging-apps/triage-clinical-risk-predictor

Dialectical reasoning for ICU mortality risk prediction

100% up · 30 days

Science and research Hugging Face Spaces Remote 1 tool
InternVideo3-8B-Instruct Demo co.huggingface.hugging-apps/internvideo3-8b-instruct-demo

Video understanding with InternVideo3 M²LA multimodal LLM

100% up · 30 days

Design and media Hugging Face Spaces Remote 1 tool
VIEW2SPACE-4B co.huggingface.hugging-apps/view2space-4b

Multi-view visual reasoning VLM based on Qwen3-VL 4B

100% up · 30 days

Model and agent tools Hugging Face Spaces Remote 1 tool
DiffusionGemma Radiology VQA co.huggingface.hugging-apps/diffusiongemma-radiology-vqa

Radiology VQA & report infill with a discrete-diffusion LLM

100% up · 30 days

Design and media Hugging Face Spaces Remote 2 tools
EM3M-Gen co.huggingface.nnnan/em3m-gen

Generate electron micrographs from text prompts

99.15% up · 30 days

Model and agent tools Hugging Face Spaces Remote 3 tools
MET-D Multilingual Ethics co.huggingface.hugging-apps/met-d-multilingual-ethics

Theory-grounded culture-aware multilingual moral reasoning

99.72% up · 30 days

Model and agent tools Hugging Face Spaces Remote 1 tool
GeoChrono co.huggingface.hugging-apps/geochrono

Temporal reasoning over multi-temporal satellite imagery

100% up · 30 days

Maps and location Hugging Face Spaces Remote 1 tool
ScaleReasoner-R1 Pathology co.huggingface.hugging-apps/scalereasoner-r1-pathology

Cross-scale pathology VLM with multi-magnification reasoning

100% up · 30 days

Model and agent tools Hugging Face Spaces Remote 1 tool
SpatialCLI-8B co.huggingface.hugging-apps/spatialcli-8b-demo

Spatial-reasoning VLM (image+text -> text answer)

100% up · 30 days

Design and media Hugging Face Spaces Remote 1 tool
SpatialAxiom-9B co.huggingface.spatialaxiom/spatialaxiom-9b-demo

Spatial reasoning VLM for 3D relations and perspective

100% up · 30 days

Design and media Hugging Face Spaces Remote 1 tool
DEFT-RLVR Autonomous Driving VLM co.huggingface.hugging-apps/deft-rlvr-autonomous-driving

Autonomous driving scene reasoning with DEFT-RLVR

99.86% up · 30 days

Model and agent tools Hugging Face Spaces Remote 1 tool
Succinct Router co.huggingface.pmarquees/succinct-router

Route prompts across Luna, Terra, and Sol in real time.

100% up · 30 days

Model and agent tools Hugging Face Spaces Remote 1 tool
CodeFuse-SVR-8B co.huggingface.hugging-apps/codefuse-svr-8b

Structured visual reasoning for screenshots and diagrams

99.42% up · 30 days

Design and media Hugging Face Spaces Remote 1 tool
SpatioLM Spatial Understanding co.huggingface.hugging-apps/spatiolm-spatial-understanding

Spatial reasoning VLM demo powered by SpatioLM

99.76% up · 30 days

Model and agent tools Hugging Face Spaces Remote 1 tool
Step1X-Edit-v1p2 co.huggingface.emocjepro/step1x-edit-v1p2

Reasoning-enhanced image editing with thinking & reflection

100% up · 30 days

Design and media Hugging Face Spaces Remote 1 tool
ReGround Qwen2.5-VL-7B co.huggingface.hugging-apps/reground-qwen2-5-vl-7b

Two-round visual reasoning with self-diagnosis and re-exam

99.87% up · 30 days

Model and agent tools Hugging Face Spaces Remote 1 tool
OneEmo Affective Reasoning co.huggingface.hugging-apps/oneemo-affective-reasoning

Unified multimodal reasoning for emotion perception

99.8% up · 30 days

Model and agent tools Hugging Face Spaces Remote 1 tool