MCP Server Directory

digitaldefiance/ai-capabilities-suite

Enterprise debugging for Node.js/TypeScript with 25+ tools: breakpoints, profiling, hang detection

caseSHY/AI-CLI

JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and MCP support.

dev.aicomputeradar/ai-compute-radar

Which open models fit your GPU or Mac, measured. Model momentum, GPU rental prices, weekly pick.

TheStevenJohnstone/ai-consensus-connector

Standing review layer for coding agents: Claude, GPT and Gemini debate, return consensus + dissent.

solara-sniper-bot/AI-Crypto-Sniper-MCP

Renamed to AI Crypto Sniper. Use com.aicryptosniper/ai-crypto-sniper-mcp instead.

donjguido/ai-dictionary-mcp

Look up, search, cite, discuss, and track AI phenomenology terms

sapuyou45-bit/ai-divination-skills

Audited tarot, I Ching, Xiao Liu Ren, Bazi (Four Pillars). Model never invents results.

Akhilucky/AI-firewall

Multi-agent LLM security layer detecting prompt injection and jailbreaks.

leanroute/ai-gateway

Leanroute MCP: route to 13 LLM providers, check pricing/usage/credit, manage keys from any agent.

AIops-tools/AI-Guardian

Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.

pipeworx-io/mcp-ai-incident-db

AI Incident Database (AIID) MCP

snapsynapse/ai-incident-law

Public-record corpus of AI litigation, regulation, and enforcement, anchored to EveryAILaw.

ai.meetlark/mcp-server

Agent-first meeting schedule polls for humans and agents. Create polls, vote, find times.

pipeworx-io/mcp-ai-model-experiments

AI Model Experiments MCP ('Model Lab') — run the same prompts across many AI models simultaneously…

Khavel/ai-model-watch

Prices, context windows, lifecycle and deprecation dates for 270+ AI/LLM models. Daily, no key.

markksantos/ai-model-watch

List the models each AI provider's API serves and see which are new since the last check.

Isometric-Architect/ai-objective-index

Read-only Objective-to-Capability Trust Router for source-traced MCP/API candidates.

shivam-app-developers/ai-optimizer

MCP server that cuts AI coding agent token usage via framework-aware context optimization

taewankung/ai-rover-mcp

Let an AI agent drive a 2D robot rover simulator in the browser: sensors, camera, wiring and code.

AutomateLab-tech/ai-seo

MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring, and AEO/GEO rewrites

parweb/mcp-ai-slop-checker

Deterministic offline scorer for AI-writing tells in text and landing copy.

StudioPlatforms/aistupidlevel-sdk

LLM benchmark rankings, drift status, incidents and Smart Router previews from AI Stupid Level.

contentasoftware/mcp-launcher

Upscale, stabilize, denoise and raise the frame rate of videos locally on your NVIDIA GPU

krisdiallo/ecom-agent

AI visibility checker: GPTBot vs OAI-SearchBot, robots.txt audit, raw-HTML schema. 165 crawlers.

AIWatercolorGenerator/ai-watercolor-generator-mcp

Create watercolor art from text or transform existing images into watercolor paintings with AI.

elopstudio/ai-wave-mcp

AI model releases, price changes and deprecations in one feed: chat, embedding, speech, video.

hrishikesh-thakre/ai-workbench-mcp

Goose-first MCP server for Workbench-owned acceptance evidence, validation gates, and analytics.

iannil/ai-slot-component

实验性本地 stdio 管理服务；需先启动 127.0.0.1:4194 管理端，内容发布仍需人工审批。

forever-healthy/AI4L-library

Local Markdown library of the papers an evidence review cites: metadata, abstract and full text

thegridwork/aiact

Scan codebases for AI usage, classify risk, generate EU AI Act compliance reports.

AceDataCloud/AiChatMCP

MCP server for AI dialogue using various LLM models via AceDataCloud

io.github.moonspacenow-tech/aicomglobal

Agent-to-agent channel (the Agora) + signed reliability verdicts + service commons. MCP + A2A.

lksrz/aicommander

Remote shell and detached long-running jobs on your own machines — no SSH, open ports or VPN.

TradeSystemsNique/AiDataTaskRunerMcp

MCP server for AiDataTaskRunner Panel (MT5) - Control data generation and ML model training via MCP

NetApp/aide-mcp-server

MCP server for NetApp AI Data Engine

web-casa/aieo-cli

SEO and AI-search checks for a website's build output, fixed in the source files

aryanduntley/AIFP

Database-driven FP enforcement and project management for AI-maintained codebases

io.github.nickbasharin/aifra

48-hour HTTPS previews of prebuilt static sites and HTML slides. No server builds or backends.

aifree4dev/aifree.dev

Verified free AI offers, API free tiers, credits and student/startup programs from aifree.dev.

pooriaarab/aigentify

Audit and generate agent-native product surfaces

liliang-cn/aigui

Let coding agents draw charts, diagrams, 3D, molecules and animated topologies as PNGs or live pages

feder-cr/aihawk_mcp_server

AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.

Bigred97/aihw-mcp

Query the AIHW in plain English — mortality, cancer, health spend, hospital wait times.

shea256/aiiq-mcp

Query AI IQ (aiiq.org) model IQ, rankings, benchmarks, and methodology.

sunholo-data/ailang-parse

Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, footers, merged cells.

AINative-Studio/ainative-browser-mcp

AI-powered browser automation MCP — 6 tools for web interaction, extraction, and validation.

AINative-Studio/ainative-gtm-mcp

Full Google Ads, Analytics & Tag Manager lifecycle MCP for AI agents — 57 tools.

codelives/ainecto

Shared project memory for people and AI agents: workspaces, documents, ERD, diagrams and boards.