3,277 live entries

AI & Model Tooling MCP servers

Model routers, embedding services, agent frameworks, LLM utilities. Meta-tooling for the stack you're already in — and the category with the highest churn, so watch the stamps.

claude-flowai

claude-flow

Verified · 2 days ago

AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

hand-reviewed68k starschecked 2 days ago

tldrawai

tldraw

Verified · 4 days ago

Draw and visually collaborate with your agents on tldraw's canvas.

hand-reviewed50k starschecked 4 days ago

codebase-memory-mcpai

Codebase Memory

Verified · 21 days ago

Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

hand-reviewed36k stars5.8k dl/wkchecked 21 days ago

openmetadata-mcpai

OpenMetadata

Verified · 16 days ago

Official OpenMetadata MCP: governed context and business semantics for AI assistants and agents.

hand-reviewed15k starschecked 16 days ago

mobilerunai

mobilerun

Verified · 5 days ago

Control real Android and iOS devices with LLM agents — tap, swipe, type, automate flows.

hand-reviewed9.1k starschecked 5 days ago

praisonaiai

PraisonAI

Verified · 20 days ago

AI Agents Framework with Self Reflection and MCP support

hand-reviewed8.5k starschecked 20 days ago

honchoai

Honcho

Verified · 7 days ago

Memory that reasons: continual learning for stateful agents. Better context, fewer tokens.

hand-reviewed6.6k starschecked 7 days ago

strataai

strata

Verified · 12 days ago

MCP server for progressive tool usage at any scale (see https://klavis.ai)

hand-reviewed5.8k starschecked 12 days ago

mcp-server-chartai

mcp-server-chart

Verified · 5 days ago

A Model Context Protocol server for generating charts using AntV.

hand-reviewed4.3k stars8.7k dl/wkchecked 5 days ago

ha-mcpai

ha-mcp

Verified · 18 days ago

Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants.

hand-reviewed4.2k starschecked 18 days ago

wigoloai

wigolo

Verified · 18 days ago

Local-first web intelligence MCP server for AI coding agents

hand-reviewed4.1k stars1.4k dl/wkchecked 18 days ago

agent-deviceai

agent-device

Verified · 12 days ago

MCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps

hand-reviewed4.0k stars131k dl/wkchecked 12 days ago

agent-deviceai

agent-device

Verified · 19 days ago

Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps

hand-reviewed3.8k stars139k dl/wkchecked 19 days ago

semai

sem

Verified · 21 days ago

Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI agents

hand-reviewed3.3k stars4.2k dl/wkchecked 21 days ago

edgartoolsai

EdgarTools

Verified · 19 days ago

Open-source SEC EDGAR toolkit — 11 tools, 7 prompts, every filing type. No API key required.

hand-reviewed2.5k starschecked 19 days ago

paperbananaai

PaperBanana

Verified · 18 days ago

Generate academic diagrams and statistical plots from text using multi-agent AI.

hand-reviewed2.2k starschecked 18 days ago

argentai

Argent

Verified · 9 days ago

Drive iOS Simulators, Android emulators, TVs and Electron/web apps from your coding agent

hand-reviewed2.0k stars51k dl/wkchecked 9 days ago

microsoft-learn-mcpai

Microsoft Learn MCP

Verified · 14 days ago

Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.

hand-reviewed1.8k starschecked 14 days ago

blitzai

blitz

Verified · 19 days ago

Give AI agents full control over iOS/macOS development via a native macOS app with 30+ MCP tools.

hand-reviewed1.7k starschecked 19 days ago

typeuiai

TypeUI

Verified · 19 days ago

Design systems, UI prompts, and layout variations for AI coding tools.

hand-reviewed1.7k starschecked 19 days ago

mcp-windbgai

A Model Context Protocol server for Windows crash dump analysis using WinDbg/CDB

hand-reviewed1.5k starschecked 13 days ago

nx-consoleai

nx-console

Verified · 17 days ago

A Model Context Protocol server implementation for Nx

hand-reviewed1.4k starschecked 17 days ago

ros-mcp-serverai

ros-mcp-server

Verified · yesterday

Connect AI models like Claude & ChatGPT with ROS robots using MCP

hand-reviewed1.4k starschecked yesterday

monitorai

monitor

Verified · 4 days ago

BetterDB MCP server - Valkey observability for Claude Code and other MCP clients

hand-reviewed1.3k stars125 dl/wkchecked 4 days ago

personal-modelai

Persome

Verified · 19 days ago

Local-first personal memory and model server for trusted MCP agents on macOS.

hand-reviewed1.3k starschecked 19 days ago

superlogai

Superlog

Verified · 8 days ago

Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents.

hand-reviewed1.2k starschecked 8 days ago

pm-claude-skillsai

pm-claude-skills

Verified · 17 days ago

1117 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.

hand-reviewed1.2k starschecked 17 days ago

llm-sandboxai

LLM Sandbox

Verified · 17 days ago

Securely run LLM-generated code in isolated containers across 7 languages and 3 container backends.

hand-reviewed1.1k starschecked 17 days ago

vet-mcpai

SafeDep Vet MCP

Verified · 16 days ago

Protect your AI agents and IDEs from malicious open-source packages.

hand-reviewed1.1k starschecked 16 days ago

pyscnai

pyscn

Verified · 3 days ago

Python code analysis for AI agents: complexity, dead code, clones, coupling, and a health score.

hand-reviewed1.0k starschecked 3 days ago

Browse all 3,277

Stale (40) — silent for 6+ months, shown collapsed
hypertool-mcpai

hypertool-mcp

Stale · 10 mo silent

Dynamically expose tools from proxied servers based on an Agent Persona

hand-reviewed155 stars102 dl/wkchecked 12 days ago

flow-nexusai

flow-nexus

Stale · 11 mo silent

Cloud-powered AI platform with multi-agent swarms, sandboxes, and workflow automation

hand-reviewed100 stars1.6k dl/wkchecked 2 days ago

time-mcpai

time-mcp

Stale · 7 mo silent

Time MCP Server, giving LLMs time awareness capabilities.

hand-reviewed69 stars1.6k dl/wkchecked 16 days ago

agent-mcp-gatewayai

Agent MCP Gateway

Stale · 9 mo silent

On-demand tool discovery for all your MCPs and per-subagent MCP controls to preserve context window.

hand-reviewed41 starschecked 2 days ago

HALai

HAL

Stale · 10 mo silent

HAL (HTTP API Layer) - An MCP server that provides HTTP API capabilities to Large Language Models

hand-reviewed38 stars75 dl/wkchecked 3 days ago

a-mem-mcpai

a-mem-mcp

Stale · 7 mo silent

Self-evolving memory system for AI agents

hand-reviewed34 starschecked 3 days ago

hatago-mcp-hubai

hatago-mcp-hub

Stale · 11 mo silent

Unified MCP Hub for managing multiple Model Context Protocol servers

hand-reviewed27 stars80 dl/wkchecked 3 days ago

oura-ring-mcpai

oura-ring-mcp

Stale · 6 mo silent

Connect your Oura Ring to Claude AI assistants. Health metrics with smart analysis tools.

hand-reviewed26 stars95 dl/wkchecked yesterday

mcp-as-a-judgeai

mcp-as-a-judge

Stale · 8 mo silent

MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via explicit LLM evaluations

hand-reviewed17 starschecked 23 days ago

mirror-mcpai

mirror-mcp

Stale · 13 mo silent

Mirror MCP: Introspection for LLMs

hand-reviewed15 stars65 dl/wkchecked 4 days ago

meta-api-mcp-serverai

meta-api-mcp-server

Stale · 12 mo silent

You can connect any API to LLMs. This enables AI to interact directly with APIs

hand-reviewed12 stars98 dl/wkchecked 16 days ago

mcp-server-taiwan-weatherai

mcp-server-taiwan-weather

Stale · 11 mo silent

用於取得臺灣中央氣象署 API 資料的 Model Context Protocol (MCP) Server

hand-reviewed10 starschecked 21 days ago

mcp-bench-routerai

MCP Bench Router

Stale · 6 mo silent

Routes design tasks to designarena.ai's top-ranked model via OpenRouter across 14 categories.

hand-reviewed7 stars126 dl/wkchecked 8 days ago

athena-protocolai

athena-protocol

Stale · 8 mo silent

AI tech lead for coding agents with validation and impact analysis

hand-reviewed7 stars32 dl/wkchecked 17 days ago

agent-never-give-upai

agent-never-give-up

Stale · 9 mo silent

An escape guide for coding agents, providing structured thinking tools to help agents unstick.

hand-reviewed5 stars46 dl/wkchecked 20 days ago

excalidraw-mcpai

excalidraw-mcp

Stale · 9 mo silent

Model Context Protocol server for Excalidraw diagrams.

hand-reviewed4 starschecked 19 days ago

mcp-refactoringai

Refactoring MCP Server

Stale · 9 mo silent

MCP server exposing Martin Fowler's refactoring catalog to LLMs with 71+ refactorings

hand-reviewed4 starschecked 18 days ago

mcp-relayai

Relay

Stale · 7 mo silent

MCP relay server for Claude Desktop <-> Claude Code communication

hand-reviewed4 starschecked 17 days ago

mercury-spec-opsai

mercury-spec-ops

Stale · 8 mo silent

Modular MCP server for dynamic prompt generation and software development analysis tools

hand-reviewed4 starschecked 17 days ago

tildeai

tilde

Stale · 7 mo silent

Your AI agents' home directory — privacy-first MCP server for portable AI identity.

hand-reviewed4 starschecked 14 days ago