MCP Servers Catalog
ac.inference.sh/mcp
Run 150+ AI apps — image, video, audio, LLMs, 3D and more. Browse, execute, stream results.
ac.tandem/docs-mcp
Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.
agency.lona/trading
AI-powered trading strategy development: backtesting, market data, and portfolio analysis
ai.aarna/atars-mcp
Crypto market signals, technical indicators, and sentiment analysis for AI agents.
ai.abmeter/abmeter
Feature flagging and A/B testing platform with AI-first experimentation workflows.
ai.adadvisor/mcp-server
Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & settings.
ai.adeu/adeu
Automated DOCX Redlining Engine
ai.adramp/google-ads
Google Ads MCP server — manage campaigns, keywords, and metrics.
ai.adweave/meta-ads-mcp
Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insights.
ai.agentberg/agentberg
Agent-to-agent trading intelligence exchange. Publish findings, vote on quality, earn reputation.
ai.agentdm/agentdm
Agent communication platform for agent to agent messaging via MCP. Messages, channels, skills.
ai.agentic-news/mcp
AI-powered news intelligence — 21 tools for personalized monitoring, briefings, and semantic search
ai.agenticshelf/graffeo
Live MCP catalog for Graffeo Coffee Roasting - Simply the World's Finest Coffee since 1935.
ai.agenticshelf/mcp
Hosted MCP for e-commerce: live product catalog, stock, and pricing for AI agents.
ai.agenticterminal/directory
Verified merchants accepting agentic payments on Lightning/L402/BOLT12/USDT — search, verify, pay.
ai.agentrapay/agentra
Identity oracle and trust layer for autonomous AI agents. Bidirectional KYA and trust scoring.
ai.agenttrust/mcp-server
Identity, trust, and A2A orchestration for autonomous AI agents. Official A2A partner.
ai.aient/mcp
MCP-native AI SRE: ask what's broken in production, get a reviewed GitHub fix PR.
ai.airshelf/catalog
Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.
ai.aliengiraffe/spotdb
Ephemeral data sandbox for AI workflows with guardrails and security
ai.alphacreek/alphacreek-mcp
Access SEC filings efficiently (10-K, 10-Q, etc), save time and tokens, and get cited answers.
ai.alpic.mcp/alpic-mcp
Manage your projects, debug deployment, and check analytics for any MCP server you host with Alpic
ai.alpic.test/test-mcp-server
Alpic Test MCP Server - great server!
ai.ambix/ambix
Your product team's shared strategic memory — an MCP server your AI tools reason over.
ai.ankimcp/anki-mcp-server
MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.
ai.ankimcp/anki-mcp-server-addon
Anki addon that exposes your flashcard collection to AI assistants via a local MCP server.
ai.anomalyarmor/armor-mcp
Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.
ai.anzenna/anzenna
MCP server for Anzenna
ai.appdeploy/deploy-app
AppDeploy turns app ideas described in AI chat into live full-stack web applications
ai.arclan/registry
MCP server registry — validated by live handshake, scored on reliability, monitored continuously.
ai.artidrop/artidrop
Publish HTML, Markdown, and multi-file sites as shareable URLs instantly via MCP.
ai.atdev/supershopping
나만을 위한 AI 쇼핑 MCP — 상품을 자연어로 검색·비교·추천해 사용자의 효과적인 쇼핑을 돕습니다.
ai.augmentev/paseo
Confidential AI execution with a post-quantum receipt on every job — verifiable by anyone.
ai.auralogs/auralogs
Read-only access to Auralogs production logs: search logs, inspect errors, review AI analyses.
ai.auteng/docs
Publish markdown documents as public share links with mermaid diagram support. Built by AutEng.ai
ai.auteng/mcp
Publish markdown documents as public share links with mermaid diagrams. Built by AutEng.ai
ai.autoblocks/contextlayer-mcp
Personal context management for AI assistants
ai.autoblocks/ctxl
Personal context management for AI assistants
ai.autoblocks/ctxl-mcp
Personal context management for AI assistants
ai.autonomad/computeback
Agent Rewards Marketplace: earn $NOMD on B2B work, spend on agent capabilities.
ai.autonomad/travel
AI travel agent — book flights, hotels, activities, and events worldwide via autonomad.ai.
ai.autorfp/mcp
Search AutoRFP.ai projects, requirements, content library, and tags for Q&A and analytics.
ai.auxen/auxen
Provision private AI model endpoints on dedicated GPUs (Llama, Qwen, Mistral). Pay per minute.
ai.aviado/health
Supplement research, biomarker effects, drug interactions, and brand quality data
ai.backengine/backengine-mcp
Surface customer & prospect context from Slack, email, transcripts and tickets in any MCP client.
ai.bankee/inferventis-mcp
Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.
ai.bareun/bareun
Korean NLP MCP server: morphological analysis, tokenization, spell & grammar checking (Bareun)
ai.baselight/baselight
Query Baselight's public catalog of 70,000+ datasets — finance, demographics, sports, and more.
Frequently Asked Questions
What is the Model Context Protocol (MCP)?
MCP is an open standard that lets AI assistants connect to external tools, data sources and services through a common interface.
What is this MCP catalog?
A browsable directory of MCP servers aggregated from the official MCP registry, each with a description, install commands and a link to its source.
Are these MCP servers maintained by meanmail.dev?
No. The catalog aggregates third-party servers from the public registry; each server links to its own maintainer and source repository.
How do I use an MCP server?
Follow the install commands on the server's page and add it to your AI client's MCP configuration, for example in Claude, Cursor or VS Code.
Can I run MCP servers from a JetBrains IDE?
Yes. The "MCP Servers for AI Assistants" plugin lets you manage and run MCP servers directly inside JetBrains IDEs.