AI Tools Scout
Open-source ToolsLLM ProjectsMCP ServersMethodology
AI Tools Scout

An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

Explore
Open source AI projectsOpen source LLM projectsMCP servers list
More
SkillsContentAbout
Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
  1. Home
  2. /MCP Servers

Model Context Protocol directory

MCP Servers List

Search 24,577 MCP server records across 12 categories. Filter by deployment type and compare provenance, tools, compatibility, package activity, and GitHub traction before connecting a server to your AI workflow.

MCP data last synced 4d ago.
AllDevSearchDatabase
Productivity
Communication
Utility
Design
Finance
Automation
Security
Analytics
Other
Deploy:AllCloudLocalCloud + Local

Showing 433-480 of 630 MCP servers

Clear filters

Elastic Email

by elasticemail

Communication

Turn your favourite AI tool into a personal email agent.

1

Multichat

by kurror

Communication

Enables parallel communication with multiple unichat-based servers, allowing users to query different language models simultaneously and compare their responses through organized message routing and storage.

1

LigueLead

by liguelead

Communication

SMS, SMS Flash, and voice campaign management for the LigueLead Brazilian communications platform.

1

ProtonMail Bridge

by stannersec

Communication

Integrates with ProtonMail through Proton Bridge to enable encrypted email operations.

1

Mixin Safe

by lixvyang

Communication

Wraps Mixin Safe APIs for cryptocurrency transfers, asset management, messaging, and conversation handling on the Mixin Network.

1

MiniMind Docker

by neosun100

Communication

Containerized MiniMind language model deployment with training pipeline, GPU acceleration, and multiple interface options including MCP tools for chat and model management.

1

WeChat Official Account

by yikaikkk

Communication

Integrates with WeChat Official Account platform to enable automated article management, publishing workflows, and bulk content operations for marketing teams and content creators.

1

OpenAPI Adapter

by ramandeep5singh

Communication

FastAPI gateway that converts MCP tools into a standard REST/OpenAPI API for any UI chatbot.

1

Prompt Cleaner

by dacebt

Communication

Sanitizes and redacts sensitive information from user prompts using OpenAI-compatible APIs to intelligently clean text while detecting and removing API keys, tokens, emails, and other secrets before processing.

1

WhatsApp Business Bot

by cornmankl

Communication

Automates WhatsApp Business messaging with AI-powered chat responses, broadcast management, scheduled messages, auto-responses, chat flows, group management, and analytics through web dashboard integration.

1

Citesurf

by citesurf

Communication

Monitors brand visibility across ChatGPT, Claude, Perplexity, and Gemini with scoring and competitor analysis.

1

Famulor

by bekservice

Communication

Voice agent platform for phone calling, assistant configuration, campaign management, SMS messaging, and mid-call tool execution for automated voice interactions.

1

Email

by code-monkeyzhang

Communication

Integrates with IMAP and SMTP email servers to enable comprehensive email management including sending messages with attachments, retrieving content, organizing conversations through threading, and automating email workflows.

1

Sinch

by sinch

Communication

Integrates with Sinch's communication APIs to send messages across SMS, WhatsApp, RCS, and email channels, manage voice calls and conferences, and perform phone number verification and lookup operations with multi-region support and webhook event tracking.

1

MailboxValidator/mcp-mailboxvalidator

by MailboxValidator

Communication

[![mcp-mailboxvalidator MCP server](https://glama.ai/mcp/servers/MailboxValidator/mcp-mailboxvalidator/badges/score.svg)](https://glama.ai/mcp/servers/MailboxValidator/mcp-mailboxvalidator) 📇 ☁️ - Validates email addresses to reduce email bounces during marketing campaigns.

sharozdawa/ai-visibility

by sharozdawa

Communication

[![ai-visibility MCP server](https://glama.ai/mcp/servers/sharozdawa/ai-visibility/badges/score.svg)](https://glama.ai/mcp/servers/sharozdawa/ai-visibility) 📇 🏠 - Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini. Visibility scores, sentiment analysis, competitor detection, and trend charts.

RoscoNL/intodns-mcp-server

by RoscoNL

Communication

[![RoscoNL/intodns-mcp-server MCP server](https://glama.ai/mcp/servers/RoscoNL/intodns-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/RoscoNL/intodns-mcp-server) 📇 ☁️ 🏠 🍎 🪟 🐧 - Free DNS and email security scanner for AI assistants. DNS, SPF, DKIM, DMARC, DNSSEC, MTA-STS, BIMI, TLS/STARTTLS, FCrDNS, CAA, TLSA/DANE, blacklist and full-deliverability checks, plus security-header/CSP analysis and bookmarkable report snapshots, via the IntoDNS.ai API. No signup or API key. `npx intodns-mcp`

node-man/dechonet-mcp

by node-man

Communication

[![node-man/dechonet-mcp MCP server](https://glama.ai/mcp/servers/node-man/dechonet-mcp/badges/score.svg)](https://glama.ai/mcp/servers/node-man/dechonet-mcp) 📇 ☁️ - Domain security reconnaissance for AI agents. 13 tools — DNS + DNSSEC, SSL/TLS chain & grade, HTTP security headers, SPF/DKIM/DMARC email auth, TCP port scan, ASN, RDAP/WHOIS — plus a one-shot `security_scan` returning a 0-100 Health Score (A–F). Free, no API key. `npx -y dechonet-mcp`

kent-tokyo/shohei

by kent-tokyo

Communication

[![kent-tokyo/shohei MCP server](https://glama.ai/mcp/servers/kent-tokyo/shohei/badges/score.svg)](https://glama.ai/mcp/servers/kent-tokyo/shohei) 🦀 ☁️ 🏠 🍎 🪟 🐧 - Rust infrastructure diagnostics MCP server for AI agents: DNS checks, TLS certificate chain inspection, email security, global DNS propagation, and DNS latency benchmarking.

alberthild/shieldapi-mcp

by alberthild

Communication

[![shield-api-mcp MCP server](https://glama.ai/mcp/servers/@alberthild/shield-api-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@alberthild/shield-api-mcp) 📇 ☁️ 🍎 🪟 🐧 - Security intelligence for AI agents: password breach checks (900M+ HIBP hashes), email/domain/IP/URL reputation, prompt injection detection (200+ patterns), and skill supply chain scanning. Pay-per-request via x402 USDC micropayments or free demo mode, no API key needed.

rafapra3008/cervellaswarm

by rafapra3008

Communication

[![rafapra3008/cervellaswarm MCP server](https://glama.ai/mcp/servers/rafapra3008/cervellaswarm/badges/score.svg)](https://glama.ai/mcp/servers/rafapra3008/cervellaswarm) 🐍 🏠 🍎 🪟 🐧 - Verify AI agent communication protocols using session types. Formal specification with Lean 4 proofs, linter, formatter, and LSP. Catches deadlocks and role violations before deployment.

AstaBlackClove/posthive

by AstaBlackClove

Communication

[![AstaBlackClove/posthive MCP server](https://glama.ai/mcp/servers/AstaBlackClove/posthive/badges/score.svg)](https://glama.ai/mcp/servers/AstaBlackClove/posthive) 📇 🏠 - Schedule and manage social media posts across 13 platforms (Bluesky, Threads, Instagram, LinkedIn, Mastodon, YouTube, Facebook, Pinterest, Telegram, Nostr, X/Twitter, Discord, Tumblr). OAuth 2.0 + PKCE, 10 tools, draft-first workflow.

Perufitlife/postwire-mcp

by Perufitlife

Communication

[![PostWire MCP server](https://glama.ai/mcp/servers/Perufitlife/postwire-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Perufitlife/postwire-mcp) 📇 ☁️ - Post to TikTok, Instagram, YouTube, X, LinkedIn, Bluesky, Telegram, Mastodon & Discord from any AI agent via one MCP tool (`post_to_social`). Connect accounts once; flat per-brand pricing. Install: `npx -y postwire-mcp`.

posteverywhere/mcp

by posteverywhere

Communication

[![posteverywhere/mcp MCP server](https://glama.ai/mcp/servers/posteverywhere/mcp/badges/score.svg)](https://glama.ai/mcp/servers/posteverywhere/mcp) 📇 ☁️ 🏠 - Hosted MCP server to schedule and publish across 11 social platforms (Instagram, LinkedIn, TikTok, X, YouTube, Facebook, Threads, Pinterest, Bluesky, Discord, Telegram). 32 tools covering posts, campaigns, bulk operations, media, analytics, webhooks, and AI captions. Connect with one URL, or run locally via `npx -y @posteverywhere/mcp`.

incentivai/quickchat-ai-mcp

by incentivai

Communication

🐍 🏠 ☁️ - Launch your conversational Quickchat AI agent as an MCP to give AI apps real-time access to its Knowledge Base and conversational capabilities.

roamzy-io/mcp-server

by roamzy-io

Communication

[![roamzy-io/mcp-server MCP server](https://glama.ai/mcp/servers/roamzy-io/mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/roamzy-io/mcp-server) 🎖️ 📇 ☁️ - Buy and manage a global eSIM through chat. One eSIM for 192 countries, per-MB billing in USDT/USDC across TRON, Solana, BSC, Polygon, Optimism, Arbitrum, TON. Anonymous-flow by default — no account required. [npm](https://www.npmjs.com/package/@roamzy/mcp-server)

caol64/wenyan-mcp

by caol64

Communication

📇 🏠 🍎 🪟 🐧 - Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.

Swih/mistral-mcp

by Swih

Communication

[![Swih/mistral-mcp MCP server](https://glama.ai/mcp/servers/Swih/mistral-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Swih/mistral-mcp) 📇 ☁️ 🍎 🪟 🐧 - MCP server exposing 22 Mistral AI capabilities (chat, OCR, audio, vision, agents, embeddings, moderation, classification, files, batch) with dual transport (stdio + Streamable HTTP), structured outputs on every tool, and 6 curated French/English prompts with argument completion. Vendor API key required.

ttommyth/interactive-mcp

by ttommyth

Communication

📇 🏠 🍎 🪟 🐧 - Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.

wishfinity/wishfinity-mcp-plusw

by wishfinity

Communication

📇 ☁️ 🏠 - Universal wishlist for AI shopping experiences. Save any product URL from any store to a wishlist. Works with Claude, ChatGPT, LangChain, n8n, and any MCP client.

elisym protocol

by elisymprotocol

Communication
Official

AI agent discovery, marketplace, messaging, and payments on Nostr — no platform, no middleman

elisym

by elisymlabs

Communication
Official

AI agent discovery, marketplace, messaging, and payments on Nostr — no platform, no middleman

ChatGPT Web

by victordumbrava

Communication

Drives ChatGPT Web through Playwright, enabling agents to send prompts and read structured replies via a shared Chromium session.

SigParser

Communication

Query contacts, companies, relationships, and communication metrics from SigParser.

RingCentral (busybee3333)

by busybee3333

Communication

RingCentral communications platform integration.

cryptosquanch/legends-mcp

by cryptosquanch

Communication

📇 🏠 🍎 🪟 🐧 - Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve Jobs, CZ). AI personas with authentic voices, frameworks, and principles. No API key required.

PingZen

Communication

Monitors websites, APIs, and services across 22 protocols with 1-minute check intervals, instant alerts via Telegram, Slack, and Discord, and public status page generation.

Optimly Scout

Communication

Query the AI Brand Directory to audit brand visibility in ChatGPT, Claude, and Gemini.

agentmail-toolkit/mcp

by agentmail-to

Communication

🐍 💬 - An MCP server to create inboxes on the fly to send, receive, and take actions on email. We aren't AI agents for email, but email for AI Agents.

Salesmap Sequence

by ejlee-0924

Communication

Salesmap Sequence email campaign analytics for Korean email marketing platform.

Discord by erinlkolp

by erinlkolp

Communication

Discord messaging and channel management integration.

Notification Hub

by apex-500

Communication

Sends notifications to Slack, Discord, and Telegram from a unified interface.

MyRouteOnline

Communication

Multi-stop route optimization, navigation links, and email delivery for logistics workflows.

exoticknight/mcp-file-merger

by exoticknight

Communication

🏎️ 🏠 - File merger tool, suitable for AI chat length limits.

megberts/mcp-websitepublisher-ai

by megberts

Communication

☁️ - Build and publish websites through AI conversation. 27 MCP tools for pages, assets, entities, records and integrations. Remote server with OAuth 2.1 auto-discovery, works with Claude, ChatGPT, Mistral/Le Chat and Cursor.

mzxrai/mcp-openai

by mzxrai

Communication

📇 ☁️ - Chat with OpenAI's smartest models

Unreal Engine Tools

by jimhuangbwy

Communication

Bridges Unreal Engine 5.7 Editor with AI assistants through a FastMCP Python server and C++ plugin, enabling direct manipulation of actors, blueprints, UMG widgets, and project settings via TCP communication.

m{ai}geXR 3D

by m-ai-gexr

Communication

Multi-framework 3D scene control across Three.js, A-Frame, Babylon.js, and React Three Fiber with in-world VR chat.

PreviousPage 10 of 14Next

Selection checklist

Choose an MCP server you can trust with the job

Verify provenance

Prefer an official publisher, traceable source repository, or established package. Similar names do not guarantee the same maintainer or security posture.

Inspect permissions

Read the exposed tool list and authentication requirements. A useful server may also be able to read files, access accounts, or perform irreversible writes.

Match deployment constraints

Decide whether local control or cloud convenience matters more, then test compatibility with your client before using production credentials.

Quick answers

MCP server directory questions

What is an MCP server?+

An MCP server exposes tools, resources, or prompts through the Model Context Protocol so a compatible AI client can work with external systems such as files, databases, developer tools, search services, and business applications.

How do I choose an MCP server?+

Start with the capability you need, then check client compatibility, local versus cloud deployment, authentication requirements, source provenance, maintenance status, and the exact tools exposed. Prefer official or verifiable packages when sensitive data is involved.

Are MCP servers safe to install?+

Not automatically. MCP servers can receive credentials and perform actions on your behalf. Review the source, permissions, package ownership, network access, and tool definitions before connecting one to production data or an agent with write access.

What is the difference between local and cloud MCP servers?+

Local servers run on your machine or infrastructure and can offer stronger data control, while cloud servers are usually faster to connect and maintain. The right choice depends on privacy, latency, authentication, and operational requirements.

Weekly AI open-source movers

Get the fastest-growing projects, useful MCP servers, and technical reads in one weekly email.