🔌

MCP Servers

Discovered MCP servers with capability surface + health.

134

showing

🔍 Tags across MCP Servers

Click any tag to filter the inventory.

🔢Order = frequency (matches) · 📏Size = recency (newer → bigger) · 🎨Color = avg rating · ↗Tilt = vetted ratio (upright → vetted)

mcp ai ✕ api search agent llm file database code integration github workflow log auth monitor rag chat automation colaberry cloud postgres browser docker security email deploy testing portal read-only analytics vector local issues slack sql documents tooling production-data file-io filesystem vcs pull-requests messaging collaboration sqlite scraping puppeteer google-drive cloud-storage memory

Filtering by tag: ai ✕

Filter: All ✓ Colaberry vetted only 📁 source: skill_catalog (classified) + submissions 🌐 Ingest URL + Submit manually

📋 MCP Servers inventory

134 entries

AI image generation using various models.

MCP Servers — Archived

Location services, directions, and place details.

MCP Servers — Archived

Channel management and messaging capabilities. Now maintained by [Zencoder](https://github.com/zencoderai/slack-mcp-server)

mcpaislackgithubcode

MCP Servers — Archived

RAG for your knowledge base connected to [Agentset](https://agentset.ai).

MCP Servers — 🎖️ Official Integrations

Use AI agents to provision, configure, and query your [Algolia](https://algolia.com) search indices.

MCP Servers — 🎖️ Official Integrations

An MCP server that brings enterprise-grade OCR and document parsing capabilities to AI applications.

MCP Servers — 🎖️ Official Integrations

Test, evaluate, and optimize AI agents and RAG apps

MCP Servers — 🎖️ Official Integrations

Launch your conversational [Quickchat AI](https://quickchat.ai) agent as an MCP to give AI apps real-time access to its Knowledge Base and conversational capabilities

MCP Servers — 🎖️ Official Integrations

Unified integration layer that bridges multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through zero-configuration auto-discovery and enterprise-ready architecture.

aiintegrationcode

MCP Servers — 🎖️ Official Integrations

An MCP server that bridges the Model Context Protocol (MCP) with the Agent-to-Agent (A2A) protocol, enabling MCP-compatible AI assistants (like Claude) to seamlessly interact with A2A agents.

MCP Servers — 🌎 Community Servers

AI-powered Architectural Decision Records (ADR) analysis server that provides architectural insights, technology stack detection, security checks, and TDD workflow enhancement for software development

aisecuritylogworkflow

MCP Servers — 🌎 Community Servers

Remote MCP server for cross-platform ad campaign creation (Google Ads Search & PMax, TikTok). OAuth 2.1 authentication with progress streaming support for long-running operations. [Website](https://ww

mcpsearchaiauth

MCP Servers — 🌎 Community Servers

Agent Interviews

Conduct AI-powered qualitative research interviews and surveys at scale with [Agent Interviews](https://agentinterviews.com).

MCP Servers — 🌎 Community Servers

An MCP server for providing serverless cloud infrastructure for AI agents.

mcpaiagentcloud

MCP Servers — 🌎 Community Servers

Agentic Framework

Multi-agent collaboration framework enabling AI agents to register, discover each other, exchange asynchronous messages via HTTP transport, and work together on complex tasks with persistent message h

MCP Servers — 🌎 Community Servers

AI Agent Marketplace Index

MCP server to search more than 5000+ AI agents and tools of various categories from [AI Agent Marketplace Index](http://www.deepnlp.org/store/ai-agent) and monitor traffic of AI Agents.

mcpsearchaiagentmonitor

MCP Servers — 🌎 Community Servers

AI-powered training platform for runners, cyclists, and triathletes with over 20 tools for workout management, activity analysis, performance predictions, and recovery tracking.

MCP Servers — 🌎 Community Servers

Let the AI manage complex plans with integrated task management and tracking tools. Supports STDIO, SSE and Streamable HTTP transports.

MCP Servers — 🌎 Community Servers

Search the bible reliably and repeatably [ai-Bible Labs](https://ai-bible.com)

MCP Servers — 🌎 Community Servers

Provides tools to search Airbnb and get listing details.

MCP Servers — 🌎 Community Servers

An MCP Server that connects to [Apache Airflow](https://airflow.apache.org/) using official python client.

MCP Servers — 🌎 Community Servers

Read and write access to [Airtable](https://airtable.com/) databases, with schema inspection.

MCP Servers — 🌎 Community Servers

A comprehensive MCP server for tooling interactions (40+) and resource accessibility (60+) plus many useful prompts for interacting with the Algorand blockchain.

MCP Servers — 🌎 Community Servers

Any Chat Completions

Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more.

MCP Servers — 🌎 Community Servers

Transform Claude into your AI-powered API testing laboratory. Test, debug, and document APIs through natural conversation with authentication support, response validation, and performance metrics.

mcpapiaiauthtesting

MCP Servers — 🌎 Community Servers

An MCP server that dynamically creates MCP servers from web API configurations. This allows you to easily integrate any REST API, GraphQL endpoint, or web service into an MCP-compatible tool that can

MCP Servers — 🌎 Community Servers

A powerful Model Context Protocol (MCP) server that provides seamless access to Apple Developer Documentation through natural language queries. Search, explore, and get detailed information about Appl

mcpapisearchaicode

MCP Servers — 🌎 Community Servers

MCP server which runs debian package manager (apt) commands for you using ai agents.

MCP Servers — 🌎 Community Servers

Open-source enterprise-ready MCP gateway, MCP registry, MCP orchestrator, MCP credentials management, LLM cost management and chat platform.

MCP Servers — 🌎 Community Servers

MCP Server that enables AI-powered robotics using Claude AI and Arduino (ESP32) for real-world automation and interaction with robots.

mcpaiautomation

MCP Servers — 🌎 Community Servers

Atlassian Server (by phuc-nt)

An MCP server that connects AI agents (Cline, Claude Desktop, Cursor, etc.) to Atlassian Jira & Confluence, enabling data queries and actions through the Model Context Protocol.

MCP Servers — 🌎 Community Servers

Audius + AI = Atris. Interact with fans, stream music, tip your favorite artists, and more on Audius: all through Claude.

MCP Servers — 🌎 Community Servers

An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.

MCP Servers — 🌎 Community Servers

Search and explore datasets from the AWS Open Data Registry with fuzzy matching and detailed dataset information.

MCP Servers — 🌎 Community Servers

AI Agent collaboration platform. Collaborate on tasks, share context, and coordinate workflows.

aiagentworkflow

MCP Servers — 🌎 Community Servers

An MCP server that provides a bridge to Azure DevOps services, enabling AI assistants to query and manage work items.

MCP Servers — 🌎 Community Servers

Azure OpenAI DALL-E 3 MCP Server

An MCP server for Azure OpenAI DALL-E 3 service to generate image from text.

MCP Servers — 🌎 Community Servers

Azure Wiki Search

An MCP that enables AI to query the wiki hosted on Azure Devops Wiki.

MCP Servers — 🌎 Community Servers

Baidu AI Search

Web search with Baidu Cloud's AI Search

MCP Servers — 🌎 Community Servers

Base Free USDC Transfer

Send USDC on [Base](https://base.org) for free using Claude AI! Built with [Coinbase CDP](https://docs.cdp.coinbase.com/mpc-wallet/docs/welcome).

MCP Servers — 🌎 Community Servers

Add biblical context to your generative AI applications.

MCP Servers — 🌎 Community Servers

🔍 Enable AI assistants to search and access bioRxiv papers through a simple MCP interface.

MCP Servers — 🌎 Community Servers

MCP Server for Blockchain Data from **[Tatum](http://tatum.io/mcp)** that instantly unlocks blockchain access for your AI agents. This official Tatum MCP server connects to any LLM in seconds.

MCP Servers — 🌎 Community Servers

Bluetooth MCP Server

Control Bluetooth devices and manage connections through natural language commands, including device discovery, pairing, and audio controls.

MCP Servers — 🌎 Community Servers

An MCP server for interacting with BSC, opBNB, and the Greenfield blockchain.

MCP Servers — 🌎 Community Servers

Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.

MCP Servers — 🌎 Community Servers

A Model Context Protocol (MCP) server for integrating AI assistants with Bybit cryptocurrency exchange APIs, enabling automated trading, market data access, and account management.

MCP Servers — 🌎 Community Servers

AI command bridge for Commodore 64 hardware. Control Ultimate 64 and C64 Ultimate devices through REST API with BASIC and assembly program creation, real-time memory inspection, SID audio synthesis, a

MCP Servers — 🌎 Community Servers

A CalDAV MCP server to expose calendar operations as tools for AI assistants.

MCP Servers — 🌎 Community Servers

An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by **[AIQL](https://

mcpaillmchatgithub

MCP Servers — 🌎 Community Servers

Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.

MCP Servers — 🌎 Community Servers

Talk with AI about your browser history, get fun ^_^

MCP Servers — 🌎 Community Servers

AST-powered code intelligence for Elixir projects. Provides 9 tools including function search, call site tracking, PR attribution, git history, and semantic search - reducing AI query tokens by 82%.

MCP Servers — 🌎 Community Servers

Claude Thread Continuity

Persistent memory system enabling Claude Desktop conversations to resume with full context across sessions. Maintains conversation history, project states, and user preferences for seamless multi-sess

MCP Servers — 🌎 Community Servers

ClaudePost enables seamless email management for Gmail, offering secure features like email search, reading, and sending.

MCP Servers — 🌎 Community Servers

Get comprehensive ML experiment context and analysis directly from [ClearML](https://clear.ml) in your AI conversations.

MCP Servers — 🌎 Community Servers

Cloudinary Model Context Protocol Server to upload media to Cloudinary and get back the media link and details.

MCP Servers — 🌎 Community Servers

MCP server enabling AI agents and LLMs to manage, monitor, and query **[CockroachDB](https://www.cockroachlabs.com/)** using natural language.

mcpaiagentllmmonitor

MCP Servers — 🌎 Community Servers

A coding assistant MCP server that allows to explore a code-base and make changes to code. Should be used with trusted repos only (insufficient protection against prompt injections).

MCP Servers — 🌎 Community Servers

code-context-provider-mcp

MCP server that provides code context and analysis for AI assistants. Extracts directory structure and code symbols using WebAssembly Tree-sitter parsers without Native Dependencies.

MCP Servers — 🌎 Community Servers

code-sandbox-mcp

An MCP server to create secure code sandbox environment for executing code within Docker containers.

mcpaidockercode

MCP Servers — 🌎 Community Servers

Implements the complete [CoinMarketCap](https://coinmarketcap.com/) API for accessing cryptocurrency market data, exchange information, and other blockchain-related metrics.

MCP Servers — 🌎 Community Servers

Computer-Use - Remote MacOS Use

Open-source out-of-the-box alternative to OpenAI Operator, providing a full desktop experience and optimized for using remote macOS machines as autonomous AI agents.

MCP Servers — 🌎 Community Servers

Console Automation

Production-ready MCP server for AI-driven console automation and monitoring. 40 tools for session management, SSH, testing, monitoring, and background jobs. Like Playwright for terminal applications.

mcpaimonitorautomationtesting

MCP Servers — 🌎 Community Servers

Analyze large codebases and document collections using high-context models via OpenRouter, OpenAI, or Google AI -- very useful, e.g., with Claude Code

MCP Servers — 🌎 Community Servers

Context Crystallizer

AI Context Engineering tool that transforms large repositories into crystallized, AI-consumable knowledge through systematic analysis and optimization.

MCP Servers — 🌎 Community Servers

Context Portal (ConPort) is a memory bank database system that effectively builds a project-specific knowledge graph, capturing entities like decisions, progress, and architecture, along with their re

MCP Servers — 🌎 Community Servers

CreateveAI Nexus

Open-Source Bridge Between AI Agents and Enterprise Systems, with simple custom API plug-in capabilities (including close compatibility with ComfyUI nodes), support for Copilot Studio's MCP agent inte

mcpapiaiagentdeploy

MCP Servers — 🌎 Community Servers

MCP Server that exposes Creatify AI API capabilities for AI video generation, including avatar videos, URL-to-video conversion, text-to-speech, and AI-powered editing tools.

MCP Servers — 🌎 Community Servers

crypto-sentiment-mcp

An MCP server that delivers cryptocurrency sentiment analysis to AI agents.

MCP Servers — 🌎 Community Servers

cryptopanic-mcp-server

Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.

MCP Servers — 🌎 Community Servers

A comprehensive MCP server for Microsoft Dynamics 365 Finance & Operations (D365 F&O) that provides easy access to OData endpoints, metadata operations, label management, and AI assistant integration.

mcpaiintegration

MCP Servers — 🌎 Community Servers

Allows LLMs to run SQL queries, list and get details of jobs executions in a Databricks account.

MCP Servers — 🌎 Community Servers

A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the [DataWorks](https://www.alibabacloud.com/help/en/dataworks/) Open API through a standardized interfac

mcpapiaiagentcloud

MCP Servers — 🌎 Community Servers

Agentic debugging MCP server that helps AI coding agents delegate and fix hard bugs through isolated multi-agent hypothesis testing.

mcpaiagenttesting

MCP Servers — 🌎 Community Servers

Lightweight MCP server offering Grok/OpenAI/Gemini/Perplexity-style automated deep research exploration and structured reporting.

MCP Servers — 🌎 Community Servers

deepseek-thinker-mcp

A MCP (Model Context Protocol) provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's thought processes from the Deepseek API service or from

MCP Servers — 🌎 Community Servers

Universal deployment tracker for AI assistants with live status badges and deployment monitoring.

mcpaimonitordeploy

MCP Servers — 🌎 Community Servers

Energy-efficient Python-to-Rust transpiler with progressive verification, enabling AI assistants to convert Python code to safe, performant Rust while reducing energy consumption by 75-85%.

MCP Servers — 🌎 Community Servers

DesktopCommander

Let AI edit and manage files on your computer, run terminal commands, and connect to remote servers via SSH - all powered by one of the most popular local MCP servers.

MCP Servers — 🌎 Community Servers

An MCP server for devcontainer to generate and configure development containers directly from devcontainer configuration files.

MCP Servers — 🌎 Community Servers

DevOps AI Toolkit

AI-powered development productivity platform that enhances software development workflows through intelligent automation and AI-driven assistance.

aiautomationworkflow

MCP Servers — 🌎 Community Servers

Integrate with Docker to manage containers, images, volumes, and networks.

MCP Servers — 🌎 Community Servers

Enable documentation access for the AI agent, supporting llms.txt and other remote or local files.

MCP Servers — 🌎 Community Servers

Docy gives your AI direct access to the technical documentation it needs, right when it needs it. No more outdated information, broken links, or rate limits - just accurate, real-time documentation ac

MCP Servers — 🌎 Community Servers

Enables AI agents to securely perform payment operations via a lightweight, serverless-compatible interface to the [Dodo Payments](https://dodopayments.com) API.

MCP Servers — 🌎 Community Servers

A Model Context Protocol (MCP) server for comprehensive domain analysis: WHOIS, DNS records, and DNS health checks.

MCP Servers — 🌎 Community Servers

Check service status and outage information from Downdetector for real-time monitoring of service availability across various platforms and regions.

MCP Servers — 🌎 Community Servers

dune-analytics-mcp

A mcp server that bridges Dune Analytics data to AI agents.

MCP Servers — 🌎 Community Servers

A lightweight MCP server that allows LLMs to read and interact with your personal PDF and EPUB ebooks. Ideal for building AI reading assistants or chat-based ebook interfaces.

MCP Servers — 🌎 Community Servers

ECharts MCP Server

Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.

MCP Servers — 🌎 Community Servers

A comprehensive Model Context Protocol server for Electronic Design Automation tools, enabling AI assistants to synthesize Verilog with Yosys, simulate designs with Icarus Verilog, run complete ASIC f

mcpailogautomation

MCP Servers — 🌎 Community Servers

EdgeOne Pages MCP

An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.

MCP Servers — 🌎 Community Servers

MCP server for edwin SDK - enabling AI agents to interact with DeFi protocols across EVM, Solana and other blockchains.

MCP Servers — 🌎 Community Servers

This server enables users to send emails through various email providers, including Gmail, Outlook, Yahoo, Sina, Sohu, 126, 163, and QQ Mail. It also supports attaching files from specified directorie

MCP Servers — 🌎 Community Servers

A simple MCP server that lets your AI agent send emails and attach files through SMTP.

mcpfileaiagentemail

MCP Servers — 🌎 Community Servers

Ergo Blockchain MCP

An MCP server to integrate Ergo Blockchain Node and Explorer APIs for checking address balances, analyzing transactions, viewing transaction history, performing forensic analysis of addresses, searchi

mcpapisearchaimonitor

MCP Servers — 🌎 Community Servers

Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.

MCP Servers — 🌎 Community Servers

Access to Formula 1 data including race results, driver information, lap times, telemetry, and circuit details.

MCP Servers — 🌎 Community Servers

MCP server that exposes [Fabi](https://app.fabi.ai/) analyst agent to turn natural-language prompts into insights: navigating connected data, generating safe SQL/Python, running queries, and saving re

MCP Servers — 🌎 Community Servers

fabric-mcp-server

The fabric-mcp-server is an MCP server that integrates [Fabric](https://github.com/danielmiessler/fabric) patterns with [Cline](https://cline.bot/), exposing them as tools for AI-driven task execution

MCP Servers — 🌎 Community Servers

Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude

MCP Servers — 🌎 Community Servers

Access Fastmail via JMAP: list/search emails, send and move mail, handle attachments/threads, plus contacts and calendar tools.

mcpsearchaiemail

MCP Servers — 🌎 Community Servers

fastn.ai – Unified API MCP Server

A remote, dynamic MCP server with a unified API that connects to 1,000+ tools, actions, and workflows, featuring built-in authentication and monitoring.

mcpapiaiauthmonitorworkflow

MCP Servers — 🌎 Community Servers

FDIC BankFind MCP Server - (Unofficial)

The is a MCPserver that brings the power of FDIC BankFind APIs straight to your AI tools and workflows. Structured U.S. banking data, delivered with maximum vibes. 😎📊

mcpapiaiworkflow

MCP Servers — 🌎 Community Servers

A Model Context Protocol server that provides seamless, standardized access to Fast Healthcare Interoperability Resources (FHIR) data from any compatible FHIR server. Designed for easy integration wit

searchaiworkflowintegration

MCP Servers — 🌎 Community Servers

FileSystem Server

Local MCP server for Visual Studio 2022 that provides code-workspace functionality by giving AI agents selective access to project folders and files

mcpfileaiagentcode

MCP Servers — 🌎 Community Servers

FitBit MCP Server

An MCP server that connects to FitBit API using a token obtained from OAuth flow.

MCP Servers — 🌎 Community Servers

GDAL-style geospatial workflows with built-in reasoning guidance and reference resources to give AI agents catalogue discovery, metadata intelligence, and raster/vector processing.

aiagentvectorlogworkflow

MCP Servers — 🌎 Community Servers

A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants.

MCP Servers — 🌎 Community Servers

Lightweight MCP server that enables Claude to interact with Google's Gemini AI through the official CLI, offering zero API costs and stateless architecture.

MCP Servers — 🌎 Community Servers

A Go gateway that converts gRPC services into MCP-compatible tools, allowing AI models like Claude to directly call your gRPC services.

MCP Servers — 🌎 Community Servers

MCP server that interfaces with the [git-mob](https://github.com/Mubashwer/git-mob) CLI app for managing co-authors in git commits during pair/mob programming.

mcpaiauthgithub

MCP Servers — 🌎 Community Servers

A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support.

mcpaiauthintegration

MCP Servers — 🌎 Community Servers

Remote hostable MCP server that can get and send Gmail messages without local credential or file system setup.

MCP Servers — 🌎 Community Servers

A Gmail service implementation using MCP (Model Context Protocol) that provides functionality for sending, receiving, and managing emails through Gmail's API.

MCP Servers — 🌎 Community Servers

Run more than +200 onchain actions on any blockchain including Ethereum, Solana and Base.

MCP Servers — 🌎 Community Servers

Google Vertex AI Search

Provides Google Vertex AI Search results by grounding a Gemini model with your own private data

MCP Servers — 🌎 Community Servers

Google Workspace

Comprehensive Google Workspace MCP with full support for Calendar, Drive, Gmail, and Docs using Streamable HTTP or SSE transport.

MCP Servers — 🌎 Community Servers

Enable AI assistants to search and access Google Scholar papers through a simple MCP interface.

MCP Servers — 🌎 Community Servers

Modern, cross-platform MCP server that enables AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently.

MCP Servers — 🌎 Community Servers

Gralio SaaS Database

Find and compare SaaS products, including data from G2 reviews, Trustpilot, Crunchbase, Linkedin, pricing, features and more, using [Gralio MCP](https://gralio.ai/mcp) server

MCP Servers — 🌎 Community Servers

MCP server for xAI’s API featuring the latest Grok models, image analysis & generation, and web search.

MCP Servers — 🌎 Community Servers

Expose Great Expectations data validation and quality checks as MCP tools for AI agents.

MCP Servers — 🌎 Community Servers

Access to profile data and management of user account with [HorizonDataWave.ai](https://horizondatawave.ai/).

MCP Servers — 🌎 Community Servers

Helm MCP provides a bridge between AI assistants and the Helm package manager for Kubernetes. It allows AI assistants to interact with Helm through natural language requests, executing commands like i

mcpaikubernetes

MCP Servers — 🌎 Community Servers

Heurist Mesh Agent

Access specialized web3 AI agents for blockchain analysis, smart contract security, token metrics, and blockchain interactions through the [Heurist Mesh network](https://github.com/heurist-network/heu

aiagentsecuritygithub

MCP Servers — 🌎 Community Servers

Double entry plain text accounting, right in your LLM! This MCP enables comprehensive read, and (optional) write access to your local [HLedger](https://hledger.org/) accounting journals.

MCP Servers — 🌎 Community Servers

Human-In-the-Loop

A powerful MCP Server that enables AI assistants like Claude to interact with humans through intuitive GUI dialogs. This server bridges the gap between automated AI processes and human decision-making

MCP Servers — 🌎 Community Servers

Instant human feedback through an MCP, have your AI interact with humans around the world. Powered by [Rapidata](https://www.rapidata.ai/)

MCP Servers — 🌎 Community Servers

Hyperledger Fabric Agent Suite

Modular toolkit for managing Fabric test networks and chaincode lifecycle via MCP tools.

MCP Servers — 🌎 Community Servers

iFlytek SparkAgent Platform

This is a simple example of using MCP Server to invoke the task chain of the iFlytek SparkAgent Platform.

MCP Servers — 🌎 Community Servers

ImageSorcery MCP

ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.

MCP Servers — 🌎 Community Servers

📧 An IMAP Model Context Protocol (MCP) server to expose IMAP operations as tools for AI assistants.

MCP Servers — 🌎 Community Servers