AWS Terraform
Base
Linear
Stagehand
Postgrest
Markdownify
Browser Automation
Email Sender
AWS Documentation
Kubernetes
Asana
Figma
Proxmox Manager
Brave Search
Base
Transloadit
Magnitude
Amazon Keyspaces
MiniMax Media Studio
OpenAPI Proxy
Azure DevOps
Shopify
Mobile Next
Email Sender
chroma
Dash Documentation Browser
Raygun
GitLab
Step Functions
Web Research
Azure
Magic UI
Proxmox Manager
Echo
Workflowy
React Development Guide
CloudWatch Logs
Chart Generator
Code Mode
Neo4j
Browser Automation
Software Planning
Stripe
PixVerse
Snyk Security
Slack
Render
Hyperbrowser
Dice Roller
Task Manager
Postgrest
Nova Canvas
Transloadit
Neon Database
Google Maps
Unreal Engine
Cost Control Proxy
AWS CDK Assistant
React Development Guide
Google Maps
Google Drive
Semgrep
Browser Tools
AWS CDK Assistant
Webflow
Finch Container Tools
Unreal Engine
Amazon Keyspaces
Asana
PixVerse
Voice Assistant
Sentry
Parallel Search
Graphlit
Web Eval Agent
Prometheus Query
DALL-E
Web Research
Shopify
Cost Control Proxy
Sequential Thinking
PostgreSQL Reader
OpenAPI Dynamic Tools
Code Interpreter
Puppeteer
Aurora Postgres
MiniMax Media Studio
Amazon Q Search
Stagehand
Webflow
Slack
Amazon MQ
Context7
AWS Diagrams
Azure
Substack Writer
Render
Snyk Security
Supermemory
Redis
Blender
Sequential Thinking
Playwright
WatsonX Flows
PostHog
Task Manager
Airtable
Fireproof
Browser Use
Markdownify
OpenAPI Dynamic Tools
Riza
EverArt Forge
DALL-E
Svelte
Appium
Browser Tools
WolframAlpha
WatsonX Flows
Browserbase
Exa Search
Puppeteer
Alibaba Cloud Ops
Valkey
Parallel Tasks
Browserbase
Postman API Tools
Palo Alto Firewall Suite
Meeting Intelligence
Byterover Cipher
Finch Container Tools
Redis
IP Geolocation
Magnitude
Bitcoin Explorer
Supabase
Unity Bridge
CloudFormation
Obsidian
Meeting Intelligence
Tavily
Supermemory
iTerm
Dice Roller
Amazon EKS Manager
Code Mode
Financial Data
Knowledge Graph Memory
Prometheus Query
Hyperbrowser
IP Geolocation
LaunchDarkly
Cloudflare
AWS Support
Lambda Bridge
Fetch
Obsidian
Bitcoin Explorer
Synthetic Data
Stripe
Cost Explorer
Apple Native Tools
Software Planning
AWS Diagrams
CloudWatch Logs
Sentry
Brave Search
Atlassian
OpenAPI Proxy
Nova Canvas
Fetch
Neon Database
Aurora MySQL
Ableton Live
Palo Alto Firewall Suite
Apple Native Tools
Atlassian
Svelte
Azure DevOps
Auth0
Code Search
Airtable
Semgrep
SNS/SQS Manager
CloudFormation
Code Search
OpenOcean DEX
Railway
Neo4j
Terraform Validator
Fireproof
AWS Documentation
Chart Generator
Google Calendar
Mobile Next
SQLite
Apify Actors
DocumentDB
Echo
AWS Knowledge
Valkey
Aurora DSQL
Sleep
Parallel Search
Tavily
Qdrant
ElastiCache Memcached
Context7
Railway
Kubernetes Observer
Web Eval Agent
Auth0
Code Interpreter
AWS Serverless
iTerm
Parallel Tasks
Axiom
Voice Assistant
AWS Knowledge Base (Archived)
Sleep
Cline Community
Byterover Cipher
Axiom
ElevenLabs
Step Functions
DynamoDB
Mem0
Supabase
Unity Bridge
Magic UI
Browser Use
Bedrock Data Automation
YouTube Subtitles
Aurora DSQL
Aurora MySQL
Pinecone Assistant
Exa Search
RP1 Developer
Neptune Query
Solana Agent Kit
Spotify
AWS Serverless
Needle Search
MotherDuck
Qdrant
Kubernetes Observer
SendGrid
Perplexity Research
Amazon Q Search
Kagi Search
AWS Terraform
JetBrains IDE
Lambda Bridge
Appium
Cline Community
PostHog
SQLite
AWS Infrastructure
Needle Search
Cloudflare
Raygun
Azure Services (archived)
Alibaba Cloud Ops
eSignatures
SNS/SQS Manager
Document Converter
Solana Agent Kit
Discord
eSignatures
Perplexity Research
Codegen
MotherDuck
Neptune Query
Pinecone Assistant
Ollama
OpenOcean DEX
chroma
Cost Analysis
Knowledge Graph Memory
Database Toolbox
Genkit Integration
AWS Knowledge Base (Archived)
ComfyUI
AWS Support
PlanetScale
Substack Writer
Aurora Postgres
PlatformIO
GitHub
ElastiCache Memcached
Bedrock Knowledge Base
ElastiCache
YouTube Subtitles
Bedrock Knowledge Base
Blender
Workflowy
Codegen
GitLab
Bedrock Data Automation
RP1 Developer
Cost Explorer
Cost Analysis
MATLAB Core
PostgreSQL Reader
Financial Data
Ableton Live
Kagi Search
AWS Infrastructure
AWS Knowledge
JetBrains IDE
Mem0
Postman API Tools
ComfyUI
Code Documentation Generator
GitHub
DocumentDB
Amazon EKS Manager
Synthetic Data
Oxylabs Scraper
Apify Actors
Serper Search
Riza
Google Calendar
Verodat
Git Repo Research
PayPal
Git Repo Research
Timestream InfluxDB
Terraform Validator
Core Server
Google Drive
Notion
SendGrid
PlatformIO
PayPal
Serper Search
ElevenLabs
LaunchDarkly
Kubernetes
Notion
Dash Documentation Browser
DynamoDB
PlanetScale
Timestream InfluxDB
MATLAB Core
Amazon MQ
Code Documentation Generator
ElastiCache
Oxylabs Scraper
Database Toolbox
WolframAlpha
Azure Services (archived)
EverArt Forge
Amazon Kendra Index
Git Tools
Amazon Kendra Index
Figma
FireCrawl
Spotify
Discord
File System
Playwright
Document Converter
Ollama
Core Server
Git Tools
FireCrawl
File System
Verodat
Graphlit
Amazon Location
Genkit Integration
Time
Amazon Location
Time
Linear
Bedrock Knowledge Base
MotherDuck
Magnitude
Blender
Parallel Tasks
Nova Canvas
AWS CDK Assistant
Substack Writer
Code Mode
SQLite
GitLab
Fireproof
Cost Control Proxy
Transloadit
Fireproof
Blender
Parallel Tasks
Proxmox Manager
Shopify
MiniMax Media Studio
Solana Agent Kit
Sequential Thinking
Synthetic Data
Base
Amazon Kendra Index
Bedrock Knowledge Base
Neptune Query
Time
Step Functions
Browserbase
Azure DevOps
Codegen
AWS Support
Aurora DSQL
CloudFormation
AWS Documentation
Markdownify
Terraform Validator
Google Maps
Azure
Byterover Cipher
chroma
Figma
Azure
MATLAB Core
DALL-E
Browser Tools
Markdownify
DynamoDB
PostgreSQL Reader
Figma
JetBrains IDE
Aurora DSQL
Amazon Location
IP Geolocation
Asana
PlatformIO
Byterover Cipher
Lambda Bridge
Cloudflare
Hyperbrowser
Knowledge Graph Memory
Railway
Browser Use
Synthetic Data
Notion
OpenAPI Proxy
SNS/SQS Manager
Step Functions
Snyk Security
Mobile Next
Substack Writer
Amazon Keyspaces
WatsonX Flows
Kubernetes Observer
Code Search
Discord
Code Documentation Generator
AWS CDK Assistant
OpenOcean DEX
Knowledge Graph Memory
PayPal
RP1 Developer
GitLab
Unity Bridge
Supermemory
AWS Infrastructure
Financial Data
Supermemory
Tavily
Spotify
Serper Search
Context7
Serper Search
Azure DevOps
DocumentDB
Mem0
Software Planning
Timestream InfluxDB
Code Interpreter
Raygun
OpenAPI Dynamic Tools
AWS Serverless
Finch Container Tools
Web Research
ComfyUI
Qdrant
FireCrawl
Riza
Magnitude
Asana
Bitcoin Explorer
ElastiCache Memcached
Bedrock Data Automation
Slack
ComfyUI
Obsidian
Unity Bridge
LaunchDarkly
Kagi Search
Graphlit
ElastiCache Memcached
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Preview — MCP servers can only be installed through the Cline extension
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Airtable
12842
Install
Provides read and write access to Airtable databases, enabling schema inspection, record management, and table operations through comprehensive API integration.
Google Calendar
4976
Install
Enables AI assistants to read, create, and manage Google Calendar events, including processing events from screenshots and coordinating schedules across multiple calendars.
Supabase
3203
Install
Enables direct interaction with Supabase PostgreSQL databases, providing database management tools including schema exploration, SQL query validation, and secure read-only access.
How Cline Can Use MCP Servers
A seamless flow from request to completion, all from your IDE
1
👨💻 Developer Request to Cline
Hey Cline, implement Supabase user authentication.
2
📑 Cline Accesses Notion
Analyzing team discussions and requirements from recent meetings regarding auth updates
3
🔎 Cline Researches Docs using Perplexity
Researching Supabase Auth docs and best practices for implementation
4
📋 Cline Presents Plan to Developer
Presenting implementation plan and getting user approval
5
🛠️ Cline Implements Feature
Writing secure authentication flow with proper patterns
6
🔀 Cline Manages Branching with GitHub
Creating feature branch with detailed documentation
7
📢 Cline Updates Project in Linear
Updating progress on Linear issue and notifying the team
Preview MCP Servers
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All⭐ PopularDeveloper-toolsSpeech-processingSecurityEcommerce-retailMonitoringLocation-servicesFinanceCommunicationCloud-platformsFile-systemsSearchImage-video-processingKnowledge-memoryBrowser-automationNote-takingQualityDatabasesOs-automationVirtualizationResearch-dataVersion-controlLicenseEntertainment-mediaCalendar-managementCloud-storageMarketingCustomer-support
Submit Your Own
Create and submit your own MCP server to the marketplace to extend Cline's capabilities.
Submit to Marketplace Server Development Guide
File System
Provides comprehensive filesystem operations including reading, writing, moving files, directory management, and advanced file editing with pattern matching and formatting capabilities.
filesystemfile-managementdirectory-operations
Context7
Provides up-to-date library documentation and code examples directly in LLM prompts, ensuring accurate and current programming assistance.
documentationcode-examplesapi-reference
Browser Tools
A browser monitoring and interaction toolkit that enables AI tools to capture screenshots, analyze console logs, track network activity, perform audits, and interact with DOM elements via Chrome extension.
chrome-extensiondebuggingweb-auditing
Sequential Thinking
A structured problem-solving tool that enables step-by-step analysis, thought revision, and branching logic for complex reasoning tasks.
problem-solvingreasoninganalysis
Git Tools
Provides Git repository interaction and automation tools for reading, searching, and manipulating Git repositories through commands like status, diff, commit, branch management, and more.
gitversion-controlrepository-management
Playwright
Browser automation server that enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment using Playwright.
browser-automationweb-testingscreenshots
Fetch
Provides functionality to fetch web content in various formats, including HTML, JSON, plain text, and Markdown, with support for custom headers and content transformation.
web-fetchinghtmljson
GitHub
Provides comprehensive GitHub API integration for repository management, issues, pull requests, and code operations with authentication and enterprise support.
githubrepository-managementcode-collaboration
Figma
Provides AI assistants with access to Figma design data, enabling accurate code generation from design files by fetching and simplifying Figma API responses for optimal context.
figmadesignui-development
Puppeteer
Provides browser automation capabilities using Puppeteer, enabling web page interaction, screenshots, and JavaScript execution in a real browser environment.
web-automationscreenshotsbrowser-control
Brave Search
Integrates Brave Search API to provide comprehensive web and local search capabilities with smart filtering, pagination, and automatic fallbacks.
search-enginelocal-searchweb-search
Browser Use
AI-driven browser automation server enabling natural language control of web browsers with features like page navigation, form filling, visual understanding, and session persistence.
browser-automationweb-interactionvisual-analysis
FireCrawl
Advanced web scraping and crawling server with JavaScript rendering, batch processing, smart content filtering, and structured data extraction capabilities.
web-scrapingcrawlingdata-extraction
Time
Provides time and timezone conversion capabilities using IANA timezone names, with automatic system timezone detection and support for current time queries.
timezonetime-conversiondatetime
Perplexity Research
Leverages Perplexity's Sonar Pro API to provide comprehensive research capabilities, including documentation search, API discovery, and code deprecation analysis with chain-of-thought reasoning.
researchdocumentationapi-discovery
Atlassian
Integrates with Atlassian Cloud products (Confluence and Jira) to enable searching, accessing, and managing pages, spaces, issues, and projects via their respective APIs.
atlassianconfluencejira
AWS Documentation
Access and search AWS documentation, fetch pages in markdown format, and get content recommendations for AWS documentation pages.
awsdocumentationsearch
Knowledge Graph Memory
A persistent memory system using a local knowledge graph that enables AI assistants to remember information about users across conversations through entities, relations, and observations.
knowledge-graphpersistent-memoryentity-management
Magic UI
Create modern UI components instantly through natural language descriptions, with IDE integrations and access to a vast library of pre-built, customizable components.
ui-generationcomponent-libraryide-integration
Supabase
Enables AI assistants to interact with Supabase projects, providing tools for database management, project configuration, migrations, and TypeScript type generation.
supabasepostgresqldatabase-management
Blender
Enables AI assistants to control Blender for 3D modeling, scene creation, and asset management through socket-based communication, with support for Poly Haven assets and Hyper3D Rodin models.
3d-modelingblenderasset-management
SQLite
Provides database interaction and business intelligence capabilities through SQLite, enabling SQL queries, data analysis, and automated business insight generation.
sqldata-analysisbusiness-intelligence
PostgreSQL Reader
Provides read-only access to PostgreSQL databases, allowing LLMs to inspect database schemas and execute read-only queries within protected transactions.
postgresqldatabase-queriesschema-inspection
Supabase
postgresqlsupabasedatabase-management
Tavily
Enables real-time web search and data extraction capabilities through Tavily's API, providing AI assistants with filtered search results and intelligent content extraction from web pages.
web-searchdata-extractionreal-time-information
Sentry
Retrieves and analyzes error reports, stacktraces, and debugging information from Sentry.io, enabling AI assistants to inspect and understand application issues.
error-trackingdebuggingstacktraces
Markdownify
Converts various file types and web content (PDFs, images, audio, Office documents, web pages) into standardized Markdown format for easy reading and sharing.
file-conversionmarkdowndocument-processing
GitLab
Enables comprehensive GitLab project management including file operations, issue tracking, merge requests, and repository management through the GitLab API.
gitlabgitrepository-management
Obsidian
Enables reading and searching of Markdown notes directories (like Obsidian vaults), allowing AI assistants to access and query local knowledge bases.
markdownknowledge-basenotes
Notion
Enables AI assistants to interact with Notion workspaces through the official API, supporting page creation, comments, content retrieval, and search functionality.
notiondocumentationknowledge-base
Google Drive
Enables searching, listing, and reading files from Google Drive, with automatic export of Google Workspace files to common formats like Markdown, CSV, and PNG.
google-drivefile-managementdocument-storage
Software Planning
Interactive tool for breaking down software projects into manageable tasks, tracking implementation progress, and maintaining detailed development plans with complexity scoring and code examples.
project-planningtask-managementsoftware-development
Browser Automation
Provides browser automation capabilities using Playwright, enabling interaction with web pages through structured accessibility snapshots without requiring screenshots or visual models.
web-automationaccessibilitybrowser-control
Ollama
Enables seamless integration with Ollama's local LLM capabilities, providing model management, chat completion, and custom model creation with OpenAI-compatible API.
llmmodel-managementlocal-ai
Azure
A comprehensive server that provides access to 40+ Azure services, enabling AI agents to interact with Azure resources through natural language commands for cloud management, deployment, and monitoring.
azurecloud-servicesinfrastructure-management
Core Server
Manages and coordinates MCP servers, providing automated installation, configuration management, and orchestration of AWS Labs servers with centralized logging and environment control.
server-managementconfigurationaws-integration
chroma
Open-source search and retrieval database for AI applications.
web-scrapingdata-extractionautomation
AWS Knowledge
Provides real-time access to comprehensive AWS documentation, including API references, best practices, regional availability information, and architectural guidance for cloud development.
awscloud-documentationapi-reference
Web Research
Enables comprehensive web research with Google search integration, webpage content extraction, session tracking, and screenshot capabilities for real-time information gathering.
web-researchgoogle-searchcontent-extraction
AWS CDK Assistant
Provides guidance on AWS CDK best practices, infrastructure patterns, and security compliance through CDK Nag integration and AWS Solutions Constructs.
aws-cdkinfrastructure-as-codesecurity-compliance
Serper Search
Provides Google search capabilities through Serper API, delivering rich search results including knowledge graphs, organic results, related questions, and customizable search parameters.
google-searchserper-apiweb-search
AWS Diagrams
Creates professional AWS architecture diagrams, sequence diagrams, flow charts, and class diagrams using Python code and the Diagrams package DSL.
diagramsaws-architecturevisualization
Google Maps
Provides comprehensive access to Google Maps services including geocoding, place search, directions, distance calculations, and elevation data through the Google Maps API.
mapsgeocodingnavigation
Redis
Provides access to Redis key-value stores, enabling operations like setting, getting, deleting, and listing keys with optional expiration time support.
rediskey-value-storecaching
Supermemory
Universal memory system that makes personal context and memories available across different LLMs, enabling seamless memory transfer without logins or paywalls.
memory-managementllm-integrationcontext-sharing
Slack
Enables AI assistants to interact with Slack workspaces, providing tools for messaging, channel management, reactions, user profiles, and thread management.
slackmessagingteam-collaboration
Unity Bridge
Enables bidirectional communication between Unity and LLMs, allowing programmatic control of Unity Editor features including asset management, scene control, and editor automation.
unitygame-developmentasset-management
Echo
A simple testing utility that echoes back any message it receives, useful for validating MCP functionality and connections.
testingdebuggingvalidation
Stagehand
Provides AI-powered web automation capabilities using a real browser environment, enabling interaction with web pages, action performance, data extraction, and action observation.
web-automationbrowser-controldata-extraction
Hyperbrowser
Advanced web automation server providing tools for web scraping, structured data extraction, and browser automation with support for multiple AI agents including OpenAI's CUA and Claude's Computer Use.
web-scrapingbrowser-automationdata-extraction
Google Calendar
google-calendarschedulingevent-management
Postman API Tools
Enables AI assistants to manage Postman workspaces, collections, environments, and API testing through natural language interactions, with support for code generation and API automation workflows.
api-managementtestingcode-generation
Task Manager
A queue-based task management system that enables planning, execution, and tracking of tasks with support for task lists, execution plans, and completion feedback.
task-managementqueue-systemworkflow
Web Eval Agent
Autonomous web testing and debugging agent that executes and validates web applications directly in your code editor, with network traffic monitoring and console error detection.
web-testingdebuggingautomation
Enables searching personal WhatsApp messages, managing contacts, and sending messages to individuals or groups through WhatsApp Web's multidevice API with local message storage.
messagingchat-historycontacts
Apple Native Tools
Comprehensive suite of macOS native tools enabling AI assistants to interact with Messages, Notes, Contacts, Email, Reminders, Calendar, Maps, and web search functionality.
macosautomationproductivity
Sleep
Provides timing control with configurable delays between operations, useful for rate limiting, API call spacing, and testing eventually consistent systems.
timingrate-limitingdelays
Browserbase
Cloud browser automation server enabling LLMs to interact with web pages, take screenshots, extract data, and execute JavaScript using Browserbase and Puppeteer.
web-automationpuppeteerscreenshot-capture
iTerm
Provides direct access to iTerm terminal sessions, enabling command execution, REPL interaction, and terminal output inspection with efficient token usage and control character support.
terminalitermcommand-execution
Cost Explorer
Analyzes AWS costs and usage data through the Cost Explorer API, providing natural language querying of spending patterns, cost breakdowns, and usage trends across services and regions.
awscost-analysiscloud-billing
Cline Community
Streamlines Cline issue reporting with automatic system information collection, preview functionality, and direct submission via GitHub CLI integration.
github-integrationissue-trackingbug-reporting
ContextStream
A universal memory and semantic search system for AI coding assistants that provides persistent context, decision tracking, and codebase understanding across different AI tools and sessions.
ai-memorysemantic-searchcode-intelligence
YouTube Subtitles
Downloads and extracts YouTube video subtitles using yt-dlp, enabling AI assistants to analyze and summarize video content through subtitle text.
youtubesubtitlesvideo-analysis
Bedrock Knowledge Base
Enables natural language querying of Amazon Bedrock Knowledge Bases with features for discovery, filtering, and result reranking.
aws-bedrockknowledge-basesearch
Cloudflare
Manages Cloudflare resources including Workers, KV stores, R2 storage, D1 databases, and analytics through natural language interactions.
cloudflareserverlessedge-computing
Byterover Cipher
Byterover Cipher is an opensource memory layer specifically designed for coding agents. Compatible with Cursor, Windsurf, Claude Code, Cline, Claude Desktop, Gemini CLI, AWS's Kiro, VS Code, Roo Code, Trae, Amp Code and Warp through MCP.
memory-management
Exa Search
Enables AI assistants to perform real-time web searches using Exa's AI Search API, providing structured results with titles, URLs, and content snippets.
web-searchexa-apireal-time-data
DALL-E
Generate, edit, and create variations of images using OpenAI's DALL-E 2 and DALL-E 3 APIs, with support for customizable parameters and local image saving.
image-generationdall-eai-art
Kubernetes
Connects to and manages Kubernetes clusters, enabling pod, service, and deployment operations through kubectl integration.
kubernetescontainerscluster-management
Code Search
A lightweight semantic code search MCP server powered by CocoIndex, providing efficient codebase understanding and searching capabilities with multi-language support and flexible embedding options.
code-searchsemantic-searchcodebase-indexing
WolframAlpha
Provides access to WolframAlpha's LLM API for answering complex mathematical, scientific, and general knowledge questions with structured responses.
mathematicsscientific-computingknowledge-base
Stripe
Enables AI agents to interact with Stripe APIs, supporting operations like customer management, payment processing, product creation, and invoice handling through function calling.
paymentsbillinginvoicing
Qdrant
A semantic memory layer enabling storage and retrieval of vector-based memories using the Qdrant vector search engine, with support for both cloud and local deployments.
vector-searchsemantic-memoryembeddings
Codegen
Enables parsing codebases and executing codemods through standardized model inference, supporting various LLM providers via integration with the Codegen SDK.
code-generationcodemodcode-parsing
Chart Generator
Creates various types of charts and visualizations using AntV, supporting 15+ chart types including line, bar, pie, radar, network graphs, and more with customizable deployment options.
data-visualizationchartsgraphs
Neo4j
Enables natural language interactions with Neo4j graph databases, supporting Cypher query generation and knowledge graph memory management for LLMs.
graph-databasecypherknowledge-graph
AWS Terraform
Provides Terraform best practices, security compliance scanning with Checkov, and AWS infrastructure management tools with focus on security and AWS Well-Architected guidance.
terraformawsinfrastructure-as-code
Linear
Facilitates project management with the Linear API, enabling issue tracking, project organization, and team management through comprehensive tools for creating, updating, and managing work items.
project-managementissue-trackingteam-collaboration
Graphlit
Create a personalized knowledge base from tools like Linear, GitHub, Jira, and Discord, and empower AI Agents to retrieve associated content with built-in reranking for enhanced relevance.
content-managementdata-ingestiondocument-processing
Postgrest
Enables database operations on PostgreSQL through PostgREST, supporting SQL-to-REST conversion and direct API requests for querying and modifying data.
postgresqlpostgrestdatabase-api
Email Sender
Sends emails directly through Resend's API, enabling AI assistants to compose and send emails without manual copying and pasting.
emailresend-apimessaging
ElevenLabs
Enables AI assistants to interact with ElevenLabs' Text-to-Speech and audio processing APIs, supporting voice cloning, speech generation, transcription, and audio manipulation.
text-to-speechvoice-cloningaudio-processing
Proxmox Manager
A server for managing Proxmox hypervisors, providing tools to control nodes, VMs, containers, storage, and execute console commands in virtual machines.
proxmoxvirtualizationvm-management
Cost Analysis
Analyzes AWS service costs and generates cost reports with natural language querying capabilities and visualization tools for cost optimization.
aws-costscost-optimizationcloud-pricing
Code Documentation Generator
Automatically analyzes repository structure and generates comprehensive documentation for code projects using repomix, supporting multiple document types and project analysis.
documentationcode-analysisproject-structure
Code Interpreter
Adds secure code execution capabilities to Claude Desktop using E2B Sandbox, supporting both JavaScript and Python environments.
code-executionsandboxjavascript
Spotify
Enables interaction with Spotify's music catalog, including search, artist information, playlist management, and audiobook access through the Spotify Web API.
musicspotify-apiplaylist-management
CloudWatch Logs
Enables analysis of AWS CloudWatch logs through log group discovery and Log Insights queries, supporting anomaly detection and pattern analysis across accounts.
awslog-analysiscloud-monitoring
Shopify
Integrates with Shopify's GraphQL Admin API to manage store data, including products, customers, orders, collections, discounts, and webhooks.
shopifyecommercestore-management
Mobile Next
Platform-agnostic mobile automation server for iOS and Android that enables AI assistants to interact with mobile apps through accessibility snapshots and coordinate-based interactions on simulators and physical devices.
mobile-automationios-androidapp-testing
Neon Database
Enables natural language interaction with Neon PostgreSQL databases, supporting project management, schema migrations, SQL queries, and database operations through the Neon API.
postgresqldatabase-managementmigrations
React Development Guide
Provides comprehensive documentation and tools for modern React application development with AWS integrations, including setup guides, authentication, routing, and troubleshooting.
reactaws-integrationweb-development
Code Mode
A TypeScript-based code execution library that enables AI agents to execute complex tool workflows through code instead of individual tool calls, offering improved efficiency and performance.
code-executiontool-integrationtypescript
Discord
Provides comprehensive Discord server management capabilities including message handling, channel management, role administration, and webhook integration.
discordchatserver-management
JetBrains IDE
Proxies requests between AI assistants and JetBrains IDEs, enabling direct interaction with the IDE's built-in webserver for development tasks.
ide-integrationjetbrainsdevelopment
Airtable
airtabledatabase-managementrecords
MiniMax Media Studio
Provides powerful media generation capabilities including text-to-speech, voice cloning, video generation, and image creation through MiniMax's API suite.
text-to-speechvideo-generationimage-generation
Nova Canvas
Generates AI images using Amazon Nova Canvas, supporting text prompts and color palettes with customizable dimensions, quality options, and multi-image generation.
image-generationai-artaws
Aurora MySQL
Enables natural language to SQL query conversion and execution for Aurora MySQL databases through AWS RDS Data API, with configurable read-only mode and secure credential management.
auroramysqlaws
ComfyUI
Enables AI agents to generate and iteratively refine images, audio, and video through natural conversation using a local ComfyUI instance, with support for custom workflows and asset management.
image-generationaudio-generationvideo-generation
Base
Enables blockchain interactions with Base and Coinbase APIs, providing tools for wallet management, fund transfers, smart contract deployment, and testnet operations.
blockchaincoinbaseweb3
Mem0
Integrates with Mem0's Memory API to enable long-term memory capabilities for AI assistants, allowing storage, retrieval, updating, and deletion of memories with semantic search functionality.
memory-storagesemantic-searchdata-management
Design to Code
Converts Figma designs and screenshots into production-ready React, Svelte, or Vue components with built-in accessibility features and semantic HTML.
design-conversioncode-generationaccessibility
Solana Agent Kit
Provides tools for interacting with the Solana blockchain, enabling operations like token management, NFT minting, trading, and wallet interactions through a standardized interface.
blockchainsolanacryptocurrency
Magnitude
Users will leave if your app keeps breaking - Magnitude enables effortless end-to-end testing with visual AI agents that find bugs by navigating your app like real users.
testingautomationquality-assurance
PlanetScale
Enables AI tools to interact with PlanetScale databases, providing capabilities for managing organizations, databases, branches, and executing SQL queries with proper authentication.
mysqldatabase-managementsql
Azure DevOps
Enables interaction with Azure DevOps services through MCP, providing tools for managing projects, work items, repositories, wikis, pipelines, and test plans.
azure-devopsproject-managementci-cd
OpenAPI Proxy
Creates a proxy server that converts any OpenAPI v3.1 compliant API into Claude-compatible tools, enabling natural language interaction with APIs including file upload support.
openapiapi-integrationproxy
Amazon Q Search
Enables ISVs to search enterprise customer data through Amazon Q Business's SearchRelevantContent API with secure authentication and cross-account capabilities.
amazon-qenterprise-searchoauth
API Debugger
Analyzes API failures by examining OpenAPI specifications and HTTP logs, providing root cause analysis and generating reproducible test commands for quick issue resolution.
api-debuggingopenapihttp-logs
Database Toolbox
A server for securely connecting AI assistants to databases with features like connection pooling, authentication, and observability support.
database-managementsecurityconnection-pooling
Ableton Live
Controls Ableton Live through socket-based communication, enabling AI-assisted music production with features like track creation, MIDI manipulation, instrument selection, and session control.
music-productionmidiaudio-editing
Git Repo Research
Enables semantic search and exploration of Git repositories using FAISS and Amazon Bedrock, allowing natural language querying of code without local cloning.
semantic-searchgitrepository-analysis
Semgrep
Scans code for security vulnerabilities using Semgrep's semantic analysis engine, supporting multiple languages and over 5,000 security rules.
static-analysiscode-scanningvulnerability-detection
AWS Serverless
Provides AI-powered tools for building, deploying, and managing serverless applications on AWS, including SAM deployment, web application hosting, observability, and serverless architecture guidance.
awsserverlesslambda
Unreal Engine
Control Unreal Engine through natural language, enabling AI assistants to manage actors, develop blueprints, manipulate node graphs, and control the editor interface.
game-developmentunreal-engineblueprints
PlatformIO
Board-agnostic embedded development server supporting 1000+ development boards across 30+ platforms, enabling firmware building, uploading, and library management through PlatformIO's ecosystem.
embedded-systemsfirmwareiot
n8n Node Manager
Provides AI assistants with comprehensive access to n8n node documentation, properties, and workflow automation capabilities through an MCP server interface
workflow-automationnode-documentationn8n
Document Converter
Converts files between 200+ formats including documents, images, spreadsheets, and presentations using ConvertAPI, with comprehensive parameter controls and OpenAPI validation.
file-conversiondocument-processingformat-transformation
AWS Infrastructure
Tools for creating and troubleshooting AWS infrastructure as code, including CloudFormation template validation, compliance checking, deployment troubleshooting, and CDK documentation search with best practices.
awsinfrastructure-as-codecloudformation
CloudFormation
Enables natural language management of AWS resources through Cloud Control API and IaC Generator, supporting creation, modification, and templating of over 1,100 AWS services.
awsinfrastructure-as-codecloud-control
Webflow
Enables AI agents to interact with Webflow's APIs for managing sites, pages, and CMS content through features like publishing, content updates, and collection management.
webflowcmsweb-development
Auth0
Allows AI assistants to manage Auth0 resources through natural language, including applications, resource servers, actions, forms, and logs management via the Auth0 Management API.
authenticationauthorizationidentity-management
Apify Actors
Enables AI assistants to interact with Apify's web scraping and automation actors, providing access to tools for data extraction, web searching, social media analysis, and more.
web-scrapingdata-extractionautomation
Snyk Security
Scans code, dependencies, and infrastructure configurations for security vulnerabilities and license issues, providing real-time security feedback during development
vulnerability-scanningsecurity-testingdependency-analysis
Genkit Integration
Enables bi-directional integration with Model Context Protocol, allowing applications to both consume MCP tools/prompts as a client and expose Genkit tools/prompts as an MCP server.
mcp-integrationclient-servertools-prompts
Amazon EKS Manager
Manages Amazon EKS clusters and Kubernetes resources through natural language interactions, providing tools for cluster creation, application deployment, resource management, monitoring, and troubleshooting.
kubernetesawscontainerization
Workflowy
Enables AI assistants to interact with Workflowy lists, providing tools for searching, creating, updating, and managing nodes with completion status tracking.
workflowytask-managementnote-organization
Svelte
Official Svelte MCP server providing embeddings support and integration capabilities for Svelte applications, with features for development inspection and database management.
svelteweb-frameworkembeddings
DynamoDB
Comprehensive suite of tools for managing AWS DynamoDB resources, including table operations, item management, querying, backups, TTL settings, and resource policies.
awsdynamodbnosql
Asana
Enables AI assistants to interact with Asana workspaces, providing comprehensive task and project management capabilities including creation, search, updates, and status tracking.
project-managementtask-trackingteam-collaboration
PayPal
Enables integration with PayPal APIs for creating invoices, managing orders, and handling transactions through multiple agent frameworks and function calling.
paymentsinvoicingtransactions
Parallel Search
Enables web search capabilities within MCP-compatible LLM clients using the Parallel Search API, designed for everyday search tasks and queries.
web-searchapi-integrationsearch-engine
Kagi Search
Integrates Kagi's advanced search API to provide AI assistants with up-to-date web search capabilities and accurate information retrieval.
web-searchinformation-retrievalkagi-api
Financial Data
Provides comprehensive financial market data including stock prices, company information, financial statements, ESG scores, and market analytics through the FinancialData.Net API.
market-datafinancial-analyticsstocks
SendGrid
Provides email marketing and contact management capabilities through SendGrid's Marketing API, enabling dynamic templates, contact list management, and bulk email sending.
email-marketingcontact-managementtemplates
Voice Assistant
Create and manage AI-powered voice assistants and phone agents for making calls, scheduling appointments, and handling customer interactions using Vapi's API.
voice-assistanttelephonyappointment-scheduling
Alibaba Cloud Ops
Manages Alibaba Cloud resources including ECS, VPC, RDS, OSS and CloudMonitor, providing comprehensive cloud infrastructure management through API and OOS automation.
alibaba-cloudinfrastructure-managementcloud-automation
Bedrock Data Automation
Enables analysis of documents, images, videos, and audio files using Amazon Bedrock Data Automation projects, with support for project management and S3 integration.
awsdata-analysiscontent-processing
OpenAPI Dynamic Tools
Creates MCP tools and resources dynamically from OpenAPI specifications, enabling LLMs to interact with APIs through intelligent route mapping and optimized prompts.
openapiapi-integrationdynamic-tools
Render
Manage and monitor Render cloud resources including web services, databases, static sites, and cron jobs. Provides tools for deployment management, log analysis, and performance metrics.
cloud-deploymentweb-servicesmonitoring
MotherDuck
Enables database operations with MotherDuck and local DuckDB, providing tools for connection initialization, schema reading, and query execution.
duckdbmotherducksql
EverArt Forge
Advanced image generation server integrating EverArt's AI models for creating vector and raster images, supporting multiple formats and styles with flexible storage options.
image-generationvector-graphicsai-models
PostHog
Integrates with PostHog analytics platform for managing feature flags, tracking errors, and analyzing user behavior through natural language interactions.
analyticsfeature-flagserror-tracking
Parallel Tasks
Enables initiating deep research and task groups through Parallel's APIs, allowing for quick experiments and exploration of capabilities directly from LLM clients.
task-managementresearchapi-integration
Dash Documentation Browser
Enables searching and accessing documentation from the Dash macOS documentation browser, with features for listing docsets, searching content, loading documentation pages, and managing full-text search.
documentationsearchmacos
MATLAB Core
Official MATLAB integration server enabling AI applications to execute MATLAB code, perform static analysis, run tests, and manage MATLAB sessions with comprehensive toolbox detection.
matlabscientific-computingcode-analysis
Prometheus Query
Enables querying and monitoring with AWS Managed Prometheus, supporting PromQL queries, metric listing, and server information retrieval with AWS SigV4 authentication.
prometheusmetricsaws
Oxylabs Scraper
Advanced web scraping tool using Oxylabs Web Scraper API, supporting JavaScript rendering, HTML parsing, and content transformation with flexible parsing options.
web-scrapingcontent-extractionjavascript-rendering
Project Health Auditor
Analyzes repository code health by measuring complexity metrics, test coverage gaps, git churn patterns, and providing multi-dimensional insights into codebase quality.
code-analysistest-coveragegit-metrics
Appium
Mobile automation server for testing iOS and Android applications, featuring intelligent locator generation, cross-platform support, and automated test creation through natural language interactions.
mobile-testingautomationios
Taskade
Comprehensive workspace management platform offering 50+ tools for projects, tasks, AI agents, knowledge bases, templates, and automations, enabling seamless integration with AI assistants.
project-managementai-agentscollaboration
Aurora Postgres
Enables natural language interactions with Aurora Postgres databases through AWS RDS Data API, supporting SQL query generation and execution with configurable read/write permissions.
postgresauroraaws
Amazon Kendra Index
Enables RAG capabilities by integrating with Amazon Kendra indices, allowing AI assistants to query and retrieve context from enterprise documents and knowledge bases.
ragsearchaws
LaunchDarkly
Manage feature flags and AI configurations through LaunchDarkly's platform, enabling controlled rollouts, A/B testing, and feature targeting across environments.
feature-flagscontinuous-deliveryai-config
Railway
Manages Railway cloud infrastructure through CLI integration, providing tools for project deployment, service management, environment configuration, and monitoring of Railway resources.
deploymentinfrastructurecloud-management
PixVerse
Generate high-quality videos from text descriptions using PixVerse's video generation models, supporting customizable parameters like quality, duration, and aspect ratio.
video-generationtext-to-videoai-video
AWS Support
Enables programmatic management of AWS support cases, including creation, communication, and resolution, with automatic determination of issue types and severity levels.
awssupport-casesticket-management
Pinecone Assistant
Enables retrieval of information from Pinecone Assistant with configurable result limits and API integration.
vector-databaseinformation-retrievalpinecone
ElastiCache
Manages AWS ElastiCache resources including serverless caches, replication groups, and cache clusters with comprehensive monitoring and cost analysis capabilities.
awscachingredis
Substack Writer
Connect to your Substack/Medium blogs, allowing Cline to become an expert writer tailored to your writing style.
content-analysiswritingsemantic-search
Dice Roller
A server for rolling dice using standard dice notation, providing individual rolls, sums, and modifiers with timestamp tracking.
dice-rollingrandom-generationgaming
IP Geolocation
Provides IP intelligence services including geolocation, security checks, abuse contacts, ASN data, timezone conversion, astronomy calculations, and user-agent parsing through the ipgeolocation.io API.
ip-lookupgeolocationsecurity-intelligence
SNS/SQS Manager
Enables secure management of Amazon SNS topics and SQS queues, with resource tagging, access controls, and messaging capabilities for AWS messaging services.
awsmessagingqueue-management
DocumentDB
Enables AI assistants to interact with AWS DocumentDB databases, providing tools for querying, managing collections, and analyzing schemas with optional read-only security mode.
awsdocumentdbmongodb
Riza
Provides a secure code interpreter for executing LLM-generated code, with features for creating, saving, managing, and executing code tools in an isolated environment.
code-executionsandboxcode-interpreter
Meeting Intelligence
Self-hosted platform for automated real-time meeting transcription across Google Meet, Microsoft Teams, and Zoom, with bot automation, API access, and multilingual support.
transcriptionmeeting-automationreal-time
Cost Control Proxy
A local proxy server that provides cost tracking, smart routing, and budget controls for LLM API requests across multiple providers, with features like caching, anomaly detection, and usage analytics.
cost-trackingapi-proxybudget-control
Lambda Bridge
Enables secure access to AWS Lambda functions as MCP tools, allowing AI models to interact with private resources, AWS services, and networks without direct access credentials.
aws-lambdaserverlesssecurity
Step Functions
Enables AI models to execute and manage AWS Step Functions state machines as tools, supporting both Standard and Express workflows with input validation via EventBridge Schema Registry.
awsworkflowsautomation
Kubernetes Observer
Enables interaction with Kubernetes clusters through Metoro's observability platform, providing eBPF-based telemetry and monitoring capabilities via natural language queries.
kubernetesobservabilityebpf
Fireproof
A JSON document store server providing CRUD operations and field-based sorting queries, powered by Fireproof database for seamless integration with AI systems.
document-storejsoncrud
Synthetic Data
Generates, validates, and manages synthetic data with features for business-driven generation, safe pandas code execution, data validation, and integration with storage systems like S3.
data-generationvalidationpandas
Needle Search
Enables document management and natural language search capabilities through the Needle platform, allowing users to organize, store, and retrieve documents using Claude's language model.
document-managementsearchknowledge-base
Finch Container Tools
Build and push container images through Finch CLI, with support for ECR repositories and automated VM management for macOS and Windows.
containersdockerecr
MercadoLibre
Connects to Latin America's largest e-commerce marketplace, enabling product search, item details retrieval, category browsing, trend tracking, and currency conversion across 18 countries.
marketplacelatin-americaproduct-search
Axiom
Query and analyze data using Axiom Processing Language (APL), enabling AI agents to interact with Axiom datasets through natural language.
data-querylog-analysisapl
AWS Proxy
A proxy and library for connecting AI applications to MCP servers on AWS, handling SigV4 authentication and enabling integration with popular AI frameworks like LangChain and LlamaIndex.
awsauthenticationproxy
WatsonX Flows
Enables integration with watsonx.ai Flows Engine, providing tools for Google Books and Wikipedia searches through a TypeScript-based MCP server implementation.
watsonxflows-enginetool-integration
Amazon Location
Provides location-based services including place search, geocoding, route calculation, and nearby points of interest using Amazon Location Service.
geocodingroute-planningplaces-search
Aurora DSQL
Enables natural language to SQL query conversion and execution against Aurora DSQL databases, with configurable read/write access and connection pooling.
aurorapostgresqlsql
eSignatures
Manages digital contract workflows including creation, sending, and template management for electronic signatures through the eSignatures platform.
digital-signaturescontractsdocument-management
Terraform Validator
Validates, secures, and estimates cloud costs for Terraform configurations, providing automated analysis and completion of infrastructure-as-code with built-in security checks and cost estimation.
terraforminfrastructure-as-codecloud-cost
AWS Knowledge Base (Archived)
Retrieves information from AWS Knowledge Base using Bedrock Agent Runtime, supporting RAG-based queries with customizable result counts.
awsbedrockrag
Neptune Query
Query Amazon Neptune databases and analytics using openCypher and Gremlin, with support for schema retrieval and status checking.
graph-databaseaws-neptunecypher
Palo Alto Firewall Suite
Comprehensive suite of servers for managing Palo Alto Networks firewalls, including security policies, system configuration, network objects, and device operations through a unified API interface.
firewallnetwork-securitypolicy-management
Transloadit
Enables file upload, processing, and transformation operations through Transloadit's API, supporting media conversions, file handling, and assembly management.
file-processingmedia-conversionupload-handling
Amazon MQ
Enables management of RabbitMQ and ActiveMQ message brokers through Amazon MQ, providing secure broker creation, configuration, and administration capabilities.
message-brokersawsrabbitmq
Bitcoin Explorer
Interact with Bitcoin blockchain through Maestro API platform, enabling exploration of blocks, transactions, addresses, mempool monitoring, and market data across mainnet and testnet networks.
bitcoinblockchaincryptocurrency
OpenOcean DEX
Enables interaction with decentralized exchanges (DEXs) for getting quotes, executing swaps, managing transactions, and accessing token information across multiple blockchain networks.
deficryptocurrencyblockchain
RP1 Developer
Manages spatial internet development workflows for RP1, enabling creation and management of spatial fabrics, server configurations, and Network Service Objects (NSOs) in the RP1 universal fabric.
spatial-computing3d-environmentsmetaverse
Raygun
Provides comprehensive access to Raygun's error tracking, crash reporting, and real user monitoring features through API integration, enabling management of applications, errors, deployments, and performance metrics.
error-trackingcrash-reportingperformance-monitoring
Verodat
Enables AI systems to interact with Verodat's data management platform, providing capabilities for dataset creation, querying, and AI-powered analysis across workspaces and accounts.
data-managementdataset-operationsworkspace-management
Azure Services (archived)
Comprehensive management interface for Azure cloud services, providing tools for storage, databases, monitoring, security, and resource management through the Model Context Protocol.
azurecloud-managementinfrastructure
Amazon Keyspaces
Enables natural language interaction with Amazon Keyspaces and Apache Cassandra databases, supporting schema exploration, query execution, and performance analysis.
cassandraawsdatabase-management
Valkey
Interact with Amazon ElastiCache and MemoryDB Valkey datastores, supporting multiple data types like strings, lists, sets, hashes, streams, and JSON documents with advanced features like clustering and SSL/TLS security.
cacheredisaws
Argentine Exchange
Provides real-time access to Argentine exchange rates including Dollar Blue, Oficial, MEP, CCL, and crypto rates, with currency conversion and spread calculation capabilities.
exchange-ratescurrency-conversionargentina
Timestream InfluxDB
Manages AWS Timestream for InfluxDB resources, enabling database cluster/instance management, parameter configuration, and data operations using InfluxDB APIs.
awstimestreaminfluxdb
ElastiCache Memcached
Enables secure interaction with Amazon ElastiCache Memcached, supporting full protocol operations, SSL/TLS encryption, connection pooling, and optional read-only mode.
memcachedcachingaws
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