5,095 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 · 18 days ago

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

hand-reviewed73k stars19k dl/wkchecked 18 days ago

tldrawai

tldraw

Verified · 19 days ago

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

hand-reviewed50k starschecked 19 days ago

codebase-memory-mcpai

Codebase Memory

Verified · 9 days ago

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

hand-reviewed45k stars12k dl/wkchecked 9 days ago

openmetadata-mcpai

OpenMetadata

Verified · yesterday

Official OpenMetadata MCP: 21 read and write tools for search, lineage, data quality, governance.

hand-reviewed15k starschecked yesterday

mobilerunai

mobilerun

Verified · 21 days ago

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

hand-reviewed9.4k starschecked 21 days ago

praisonaiai

PraisonAI

Verified · 8 days ago

AI Agents Framework with Self Reflection and MCP support

hand-reviewed9.1k starschecked 8 days ago

honchoai

Honcho

Verified · 27 days ago

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

hand-reviewed7.1k starschecked 27 days ago

strataai

strata

Verified · 33 days ago

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

hand-reviewed5.8k starschecked 33 days ago

wigoloai

wigolo

Verified · 4 days ago

Local-first web intelligence MCP server for AI coding agents

hand-reviewed5.4k stars909 dl/wkchecked 4 days ago

pollinationsai

Pollinations

Verified · 6 days ago

Access Pollinations models and API capabilities through agent tools.

hand-reviewed5.1k starschecked 6 days ago

ha-mcpai

ha-mcp

Verified · 6 days ago

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

hand-reviewed4.9k starschecked 6 days ago

agent-deviceai

agent-device

Verified · 8 days ago

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

hand-reviewed4.8k stars236k dl/wkchecked 8 days ago

agent-native-analyticsai

Agent-Native Analytics

Verified · 26 days ago

Agent-Native Amplitude/Mixpanel - connect data sources, prompt for charts

hand-reviewed4.7k starschecked 26 days ago

mcp-server-chartai

mcp-server-chart

Verified · 22 days ago

A Model Context Protocol server for generating charts using AntV.

hand-reviewed4.4k stars3.1k dl/wkchecked 22 days ago

agent-deviceai

agent-device

Verified · 33 days ago

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

hand-reviewed4.3k stars138k dl/wkchecked 33 days ago

semai

sem

Verified · 10 days ago

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

hand-reviewed3.4k stars6.7k dl/wkchecked 10 days ago

edgartoolsai

EdgarTools

Verified · 7 days ago

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

hand-reviewed2.8k starschecked 7 days ago

paperbananaai

PaperBanana

Verified · 5 days ago

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

hand-reviewed2.4k starschecked 5 days ago

argentai

Argent

Verified · 31 days ago

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

hand-reviewed2.4k stars72k dl/wkchecked 31 days ago

memantoai

Memanto

Verified · 3 days ago

MCP server for Memanto - persistent semantic memory for any MCP-compatible agent

hand-reviewed2.3k starschecked 3 days ago

typeuiai

TypeUI

Verified · 8 days ago

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

hand-reviewed2.0k starschecked 8 days ago

microsoft-learn-mcpai

Microsoft Learn MCP

Verified · 35 days ago

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

hand-reviewed1.9k starschecked 35 days ago

blitzai

blitz

Verified · 8 days ago

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

hand-reviewed1.8k stars32 dl/wkchecked 8 days ago

mcp-windbgai

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

hand-reviewed1.6k starschecked 33 days ago

matlab-mcp-serverai

MATLAB MCP Server

Verified · 17 days ago

Connect AI coding agents to MATLAB. Run code, tests, and analysis via MCP.

hand-reviewed1.5k starschecked 17 days ago

ros-mcp-serverai

ros-mcp-server

Verified · 17 days ago

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

hand-reviewed1.5k starschecked 17 days ago

superlogai

Superlog

Verified · 28 days ago

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

hand-reviewed1.4k starschecked 28 days ago

pm-claude-skillsai

pm-claude-skills

Verified · 4 days ago

1285 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.

hand-reviewed1.4k starschecked 4 days ago

nx-mcpai

nx-mcp

Verified · 4 days ago

A Model Context Protocol server implementation for Nx

hand-reviewed1.4k stars66k dl/wkchecked 4 days ago

personal-modelai

Persome

Verified · 7 days ago

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

hand-reviewed1.3k starschecked 7 days ago

Browse all 5,095 →

Stale (159) — silent for 6+ months, shown collapsed
uniprofai

uniprof

Stale · 8 mo silent

Universal CPU profiler designed for humans and AI agents

hand-reviewed407 stars37 dl/wkchecked 6 days ago

toleno-mcpai

Toleno Network

Stale · 7 mo silent

Toleno Network MCP Server — Manage your Toleno mining account with Claude AI using natural language.

hand-reviewed221 starschecked 19 days ago

svelte-llm-mcpai

svelte-llm-mcp

Stale · 8 mo silent

An MCP server that provides access to Svelte 5 and SvelteKit documentation

hand-reviewed160 starschecked 35 days ago

hypertool-mcpai

hypertool-mcp

Stale · 12 mo silent

Dynamically expose tools from proxied servers based on an Agent Persona

hand-reviewed158 stars235 dl/wkchecked 32 days ago

mcpai

mcp

Stale · 7 mo silent

Augments MCP Server - A comprehensive framework documentation provider for Claude Code

hand-reviewed128 starschecked 20 days ago

augments-mcp-serverai

Augments MCP Server - A comprehensive framework documentation provider for Claude Code

128 starschecked 19 days ago

flow-nexusai

flow-nexus

Stale · 13 mo silent

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

hand-reviewed105 starschecked 18 days ago

time-mcpai

time-mcp

Stale · 8 mo silent

Time MCP Server, giving LLMs time awareness capabilities.

hand-reviewed72 stars2.4k dl/wkchecked today

agent-mcp-gatewayai

Agent MCP Gateway

Stale · 10 mo silent

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

hand-reviewed41 starschecked 18 days ago

HALai

HAL

Stale · 12 mo silent

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

hand-reviewed38 starschecked 19 days ago

a-mem-mcpai

a-mem-mcp

Stale · 9 mo silent

Self-evolving memory system for AI agents

hand-reviewed35 starschecked 19 days ago

newsmcpai

newsmcp

Stale · 7 mo silent

Real-time world news for AI agents. 50+ regions, topic filtering. Free, no API key.

hand-reviewed35 stars70 dl/wkchecked yesterday

connectry-architect-mcpai

connectry-architect-mcp

Stale · 7 mo silent

Free certification prep for the Claude Certified Architect exam by Connectry LABS

hand-reviewed35 stars41 dl/wkchecked 9 days ago

janeeai

janee

Stale · 7 mo silent

Secure secrets proxy for AI agents — manages API keys so agents never see raw credentials.

hand-reviewed30 stars176 dl/wkchecked yesterday

ux-mcp-serverai

ux-mcp-server

Stale · 6 mo silent

UX toolkit: 28 knowledge resources, 23 analysis tools & 4 workflow prompts for any MCP client

hand-reviewed29 stars87 dl/wkchecked 7 days ago

agrobrai

agrobr

Stale · 7 mo silent

Brazilian agricultural data for LLMs — prices, crops, climate, deforestation.

hand-reviewed27 starschecked 8 days ago

hatago-mcp-hubai

hatago-mcp-hub

Stale · 13 mo silent

Unified MCP Hub for managing multiple Model Context Protocol servers

hand-reviewed27 stars31 dl/wkchecked 19 days ago

engramai

engram

Stale · 7 mo silent

Hierarchical memory for AI agents. Three-layer (buffer/working/core) with decay and promotion.

hand-reviewed27 stars46 dl/wkchecked 5 days ago

oura-ring-mcpai

oura-ring-mcp

Stale · 8 mo silent

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

hand-reviewed27 stars54 dl/wkchecked 17 days ago

serial-mcp-serverai

serial-mcp-server

Stale · 7 mo silent

Let AI agents interact with serial devices — list ports, connect, send, and read.

hand-reviewed20 starschecked 19 days ago