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Search MCP servers and agent skills by name, description, category or topic — 884 results.

Agent Skill Active

phuryn/business-model

Generate Business Model Canvas with all 9 building blocks

24.8k Updated 29d ago Score 90
Agent Skill Active

huggingface/hugging-face-model-trainer

Train models with TRL: SFT, DPO, GRPO, GGUF conversion

10.9k Python Updated 2d ago Score 85
Agent Skill Active

microsoft/pydantic-models-py

Pydantic models for API schemas

2.9k TypeScript Updated 4d ago Score 85
Agent Skill Active

NVIDIA/Megatron-Bridge/adding-model-support

Guide for adding support for new LLM or VLM models in Megatron-Bridge.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Model-Optimizer/accessing-mlflow

Query and browse evaluation results stored in MLflow.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Model-Optimizer/debug

Run commands inside a remote Docker container via the file-based command relay (tools/debugger).

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Model-Optimizer/deployment

Serve a quantized or unquantized LLM checkpoint as an OpenAI-compatible API endpoint using vLLM, SGLang, or TRT-LLM.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Model-Optimizer/evaluation

Evaluates accuracy of quantized or unquantized LLMs using NeMo Evaluator Launcher (NEL).

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Model-Optimizer/launching-evals

Run, monitor, analyze, and debug LLM evaluations via nemo-evaluator-launcher.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Model-Optimizer/monitor

Monitor submitted jobs (PTQ, evaluation, deployment) on SLURM clusters.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Model-Optimizer/ptq

This skill should be used when the user asks to "quantize a model", "run PTQ", "post-training quantization", "NVFP4 quantization", "FP8 quantization", "INT8 quantization", "INT4 AW...

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Model-Optimizer/release-cherry-pick

Cherry-pick merged PRs labeled for a release branch into that branch, then open a PR and apply the cherry-pick-done label.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/TensorRT-LLM/ad-model-onboard

Translates a HuggingFace model into a prefill-only AutoDeploy custom model using reference custom ops, validates with hierarchical equivalence tests.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/deepstream/deepstream-import-vision-model

Use this skill to bring any vision model from HuggingFace or NVIDIA NGC into an NVIDIA DeepStream pipeline with end-to-end automation: ONNX download, SafeTensors export, TRT engi...

2.8k Python Updated today Score 84
MCP Server Active

modelcontextprotocol/server-everything

MCP server that exercises all the features of the MCP protocol

89.1k TypeScript Updated today Score 80
Agent Skill Active

openai/security-threat-model

Generate repo-specific threat models identifying trust boundaries

24.4k Python Updated 18d ago Score 70
Agent Skill Active

veniceai/venice-models

Model catalog, traits, and compatibility mappings

124 Python Updated 3d ago Score 66
MCP Server Active

SaravananJaichandar/world-model-mcp

Temporal knowledge graph for codebases. Captures decision traces, links test failures to code changes, learns co-edit patterns, predicts regression risk, and enforces learned constraints at the edit boundary via a PreToolUse hook. 22 MCP tools, 9 SQLite databases with FTS5, supports Python/TypeScript/JavaScript/Solidity/Go/Rust/Java. Install via `pip install world-model-mcp`.

21 Python Updated 2d ago Score 63
Agent Skill Stale

zscole/model-hierarchy-skill

Cost-optimized model routing based on task complexity

344 Python Updated 5mo ago Score 53
Agent Skill Stale

massimodeluisa/recursive-decomposition-skill

Handle long-context tasks (100+ files, 50k+ tokens) through recursive decomposition strategies based on RLM research

42 Updated 6mo ago Score 49
MCP Server Maintained

sachinuppal/modelcostsaver

Offline LLM cost prediction: estimate/predict request cost, select the cheapest capable model, compare models, list pricing, and optimize requests. 7 tools, no API keys, runs via npx @workswarm/modelcostsaver.

0 TypeScript Updated 1mo ago Score 43
MCP Server Archived

modelcontextprotocol/server-puppeteer

Browser automation for web scraping and interaction

293 JavaScript Updated 1y ago Score 40
MCP Server Archived

modelcontextprotocol/server-postgres

PostgreSQL database integration with schema inspection and query capabilities

293 JavaScript Updated 1y ago Score 40
MCP Server Archived

modelcontextprotocol/server-sqlite

SQLite database operations with built-in analysis features

293 JavaScript Updated 1y ago Score 40
MCP Server Archived

modelcontextprotocol/server-filesystem

Direct local file system access.

293 JavaScript Updated 1y ago Score 40
MCP Server Archived

modelcontextprotocol/server-memory

Knowledge graph-based persistent memory system for maintaining context

293 JavaScript Updated 1y ago Score 40
MCP Server Archived

modelcontextprotocol/server-google-maps

Google Maps integration for location services, routing, and place details

293 JavaScript Updated 1y ago Score 40
MCP Server Archived

modelcontextprotocol/server-fetch

Efficient web content fetching and processing for AI consumption

293 JavaScript Updated 1y ago Score 40
MCP Server Archived

modelcontextprotocol/server-git

Direct Git repository operations including reading, searching, and analyzing local repositories

293 JavaScript Updated 1y ago Score 40
MCP Server Archived

modelcontextprotocol/server-gitlab

GitLab platform integration for project management and CI/CD operations

293 JavaScript Updated 1y ago Score 40
MCP Server Stale

mikan-atomoki/text-to-model

Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets, and JIS standard parts.

6 Python Updated 4mo ago Score 36
MCP Server Inactive

nguyenvanduocit/all-in-one-model-context-protocol

Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab

105 Go Updated 1y ago Score 35
MCP Server Stale

itsalissonsilva/ModelSafetyMCP

MCP server for scanning machine learning model artifacts for unsafe serialization, malicious model patterns, risky packaging, URL-based artifact scanning, and directory-level triage using ModelScan, PickleScan, and heuristic inspection.

1 Python Updated 3mo ago Score 31
MCP Server Official Active

exa-labs/exa-mcp-server

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

4.8k TypeScript Updated today Score 97
MCP Server Official Active

metorial/metorial

Connect AI agents to 600+ integrations with a single interface - OAuth, scaling, and monitoring included

3.3k TypeScript Updated yesterday Score 95
MCP Server Official Active

Fetch

Web content fetching and conversion for efficient LLM usage.

89.1k TypeScript Updated today Score 90
MCP Server Official Active

Filesystem

Secure file operations with configurable access controls.

89.1k TypeScript Updated today Score 90
MCP Server Official Active

Git

Tools to read, search, and manipulate Git repositories.

89.1k TypeScript Updated today Score 90
MCP Server Official Active

Memory

Knowledge graph-based persistent memory system.

89.1k TypeScript Updated today Score 90
MCP Server Official Active

Sequential Thinking

Dynamic and reflective problem-solving through thought sequences.

89.1k TypeScript Updated today Score 90
MCP Server Official Active

Time

Time and timezone conversion capabilities.

89.1k TypeScript Updated today Score 90
Agent Skill Active

phuryn/startup-canvas

Generate Startup Canvas combining Product Strategy and Business Model

24.8k Updated 29d ago Score 90
Agent Skill Active

google/cloud/alloydb-basics

Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB model context protocol (MCP) tools for automated database operations.

15.4k Python Updated yesterday Score 90
Agent Skill Active

wanshuiyin/Auto-claude-code-research-in-sleep

Autonomous ML research with cross-model review loops and GPU deployment

14.1k Python Updated 2d ago Score 90
MCP Server Active

mrexodia/ida-pro-mcp

MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically.

11k Python Updated 2d ago Score 90
MCP Server Official Active

ArcadeData/arcadedb

Built-in MCP server for ArcadeDB, a multi-model database (graph, document, key-value, time-series, vector) with SQL, Cypher, Gremlin, and MongoDB QL support.

1.1k Java Updated today Score 90
MCP Server Official Maintained

antv/mcp-server-chart

A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).

4.3k TypeScript Updated 2mo ago Score 89
MCP Server Official Active

dbt-labs/dbt-mcp

Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.

596 Python Updated yesterday Score 88
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