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Amazon Q Search
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Neo4j
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React Development Guide
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Chart Generator
Chart Generator
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Redis
Playwright
Playwright
ElastiCache Memcached
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Time
Time
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Bitcoin Explorer
OpenAPI Dynamic Tools
OpenAPI Dynamic Tools
Prometheus Query
Prometheus Query
Byterover Cipher
Byterover Cipher
Supabase
Supabase
PostHog
PostHog
Notion
Notion
Genkit Integration
Genkit Integration
Serper Search
Serper Search
Code Documentation Generator
Code Documentation Generator
CloudWatch Logs
CloudWatch Logs
Supabase
Supabase
RP1 Developer
RP1 Developer
Context7
Context7
Oxylabs Scraper
Oxylabs Scraper
PixVerse
PixVerse
Workflowy
Workflowy
Magnitude
Magnitude
Google Maps
Google Maps
MATLAB Core
MATLAB Core
Amazon Kendra Index
Amazon Kendra Index
AWS Documentation
AWS Documentation
Neon Database
Neon Database
Transloadit
Transloadit
Valkey
Valkey
Palo Alto Firewall Suite
Palo Alto Firewall Suite
Figma
Figma
Brave Search
Brave Search
GitHub
GitHub
Stripe
Stripe
Airtable
Airtable
Browser Automation
Browser Automation
Graphlit
Graphlit
Asana
Asana
Azure Services (archived)
Azure Services (archived)
AWS Support
AWS Support
Amazon Q Search
Amazon Q Search
CloudWatch Logs
CloudWatch Logs
Google Drive
Google Drive
Cost Control Proxy
Cost Control Proxy
Sleep
Sleep
eSignatures
eSignatures
File System
File System
Time
Time
Unreal Engine
Unreal Engine
Neptune Query
Neptune Query
Perplexity Research
Perplexity Research
Valkey
Valkey
MiniMax Media Studio
MiniMax Media Studio
Amazon Location
Amazon Location
Amazon MQ
Amazon MQ
DynamoDB
DynamoDB
Meeting Intelligence
Meeting Intelligence
DALL-E
DALL-E
iTerm
iTerm
WhatsApp
WhatsApp
Semgrep
Semgrep
Svelte
Svelte
AWS Knowledge
AWS Knowledge
Git Tools
Git Tools
Solana Agent Kit
Solana Agent Kit
Base
Base
Terraform Validator
Terraform Validator
Webflow
Webflow
Software Planning
Software Planning
Cline Community
Cline Community
Chart Generator
Chart Generator
AWS Knowledge Base (Archived)
AWS Knowledge Base (Archived)
Neptune Query
Neptune Query
Amazon Keyspaces
Amazon Keyspaces
Code Interpreter
Code Interpreter
Knowledge Graph Memory
Knowledge Graph Memory
Document Converter
Document Converter
Google Drive
Google Drive
AWS Serverless
AWS Serverless
File System
File System
Raygun
Raygun
Needle Search
Needle Search
Code Mode
Code Mode
AWS Documentation
AWS Documentation
PostgreSQL Reader
PostgreSQL Reader
Genkit Integration
Genkit Integration
Supermemory
Supermemory
Raygun
Raygun
Web Research
Web Research
EverArt Forge
EverArt Forge
JetBrains IDE
JetBrains IDE
MATLAB Core
MATLAB Core
Amazon Kendra Index
Amazon Kendra Index
Byterover Cipher
Byterover Cipher
Email Sender
Email Sender
AWS Diagrams
AWS Diagrams
Voice Assistant
Voice Assistant
Cost Explorer
Cost Explorer
Stagehand
Stagehand
AWS Knowledge
AWS Knowledge
Linear
Linear
Fireproof
Fireproof
Webflow
Webflow
OpenAPI Proxy
OpenAPI Proxy
Sentry
Sentry
Browserbase
Browserbase
GitHub
GitHub
Linear
Linear
Aurora Postgres
Aurora Postgres
Axiom
Axiom
SNS/SQS Manager
SNS/SQS Manager
Task Manager
Task Manager
Web Eval Agent
Web Eval Agent
GitLab
GitLab
AWS Knowledge Base (Archived)
AWS Knowledge Base (Archived)
Amazon EKS Manager
Amazon EKS Manager
OpenAPI Proxy
OpenAPI Proxy
WolframAlpha
WolframAlpha
PostHog
PostHog
PlanetScale
PlanetScale
MotherDuck
MotherDuck
Airtable
Airtable
PlatformIO
PlatformIO
Postgrest
Postgrest
PlanetScale
PlanetScale
ElastiCache Memcached
ElastiCache Memcached
Browser Use
Browser Use
Proxmox Manager
Proxmox Manager
Core Server
Core Server
AWS Serverless
AWS Serverless
JetBrains IDE
JetBrains IDE
MotherDuck
MotherDuck
Workflowy
Workflowy
CloudFormation
CloudFormation
Core Server
Core Server
Verodat
Verodat
Semgrep
Semgrep
PayPal
PayPal
Puppeteer
Puppeteer
Aurora MySQL
Aurora MySQL
Kubernetes
Kubernetes
Finch Container Tools
Finch Container Tools
Bedrock Knowledge Base
Bedrock Knowledge Base
Browser Tools
Browser Tools
AWS Diagrams
AWS Diagrams
Dice Roller
Dice Roller
Markdownify
Markdownify
PayPal
PayPal
Finch Container Tools
Finch Container Tools
Cline Community
Cline Community
Ableton Live
Ableton Live
Email Sender
Email Sender
Aurora MySQL
Aurora MySQL
AWS Terraform
AWS Terraform
Azure DevOps
Azure DevOps
Shopify
Shopify
MiniMax Media Studio
MiniMax Media Studio
WhatsApp
WhatsApp
Kubernetes
Kubernetes
Azure Services (archived)
Azure Services (archived)
Amazon EKS Manager
Amazon EKS Manager
SendGrid
SendGrid
Google Maps
Google Maps
Codegen
Codegen
Blender
Blender
Azure DevOps
Azure DevOps
Step Functions
Step Functions
Git Repo Research
Git Repo Research
Cost Control Proxy
Cost Control Proxy
Amazon Keyspaces
Amazon Keyspaces
IP Geolocation
IP Geolocation
Code Mode
Code Mode
Azure
Azure
iTerm
iTerm
Substack Writer
Substack Writer
ElevenLabs
ElevenLabs
Unity Bridge
Unity Bridge
Context7
Context7
Riza
Riza
Browser Automation
Browser Automation
Fetch
Fetch
Apify Actors
Apify Actors
Pinecone Assistant
Pinecone Assistant
DynamoDB
DynamoDB
Magnitude
Magnitude
Figma
Figma
Browserbase
Browserbase
Riza
Riza
DocumentDB
DocumentDB
Railway
Railway
Knowledge Graph Memory
Knowledge Graph Memory
Codegen
Codegen
Financial Data
Financial Data
PostgreSQL Reader
PostgreSQL Reader
Neo4j
Neo4j
ElastiCache
ElastiCache
Terraform Validator
Terraform Validator
ComfyUI
ComfyUI
Synthetic Data
Synthetic Data
Postgrest
Postgrest
Stagehand
Stagehand
Cloudflare
Cloudflare
Mem0
Mem0
Neon Database
Neon Database
Kubernetes Observer
Kubernetes Observer
Aurora DSQL
Aurora DSQL
IP Geolocation
IP Geolocation
chroma
chroma
Hyperbrowser
Hyperbrowser
eSignatures
eSignatures
Hyperbrowser
Hyperbrowser
Asana
Asana
CloudFormation
CloudFormation
Snyk Security
Snyk Security
AWS Infrastructure
AWS Infrastructure
Magic UI
Magic UI
WatsonX Flows
WatsonX Flows
Unity Bridge
Unity Bridge
Code Interpreter
Code Interpreter
Render
Render
Document Converter
Document Converter
Bedrock Knowledge Base
Bedrock Knowledge Base
Cost Analysis
Cost Analysis
DALL-E
DALL-E
Obsidian
Obsidian
SNS/SQS Manager
SNS/SQS Manager
Railway
Railway
Discord
Discord
Solana Agent Kit
Solana Agent Kit
WatsonX Flows
WatsonX Flows
Browser Tools
Browser Tools
Financial Data
Financial Data
Redis
Redis
Synthetic Data
Synthetic Data
ComfyUI
ComfyUI
Aurora DSQL
Aurora DSQL
Code Search
Code Search
Nova Canvas
Nova Canvas
Parallel Search
Parallel Search
Postman API Tools
Postman API Tools
Azure
Azure
Parallel Tasks
Parallel Tasks
Apple Native Tools
Apple Native Tools
Web Research
Web Research
Exa Search
Exa Search
Magic UI
Magic UI
React Development Guide
React Development Guide
Needle Search
Needle Search
Mem0
Mem0
PlatformIO
PlatformIO
DocumentDB
DocumentDB
Proxmox Manager
Proxmox Manager
Step Functions
Step Functions
Transloadit
Transloadit
Sleep
Sleep
Kubernetes Observer
Kubernetes Observer
ElevenLabs
ElevenLabs
LaunchDarkly
LaunchDarkly
Notion
Notion
Tavily
Tavily
PixVerse
PixVerse
Snyk Security
Snyk Security
Nova Canvas
Nova Canvas
Oxylabs Scraper
Oxylabs Scraper
Dice Roller
Dice Roller
Verodat
Verodat
Pinecone Assistant
Pinecone Assistant
Qdrant
Qdrant
Postman API Tools
Postman API Tools
Slack
Slack
Atlassian
Atlassian
Supermemory
Supermemory
Qdrant
Qdrant
Spotify
Spotify
Dash Documentation Browser
Dash Documentation Browser
Google Calendar
Google Calendar
Dash Documentation Browser
Dash Documentation Browser
YouTube Subtitles
YouTube Subtitles
Git Repo Research
Git Repo Research
Cost Analysis
Cost Analysis
Markdownify
Markdownify
Graphlit
Graphlit
RP1 Developer
RP1 Developer
YouTube Subtitles
YouTube Subtitles
Exa Search
Exa Search
Perplexity Research
Perplexity Research
Mobile Next
Mobile Next
Render
Render
Parallel Search
Parallel Search
Mobile Next
Mobile Next
Database Toolbox
Database Toolbox
Auth0
Auth0
Svelte
Svelte
Apify Actors
Apify Actors
Discord
Discord
Ollama
Ollama
AWS CDK Assistant
AWS CDK Assistant
FireCrawl
FireCrawl
Alibaba Cloud Ops
Alibaba Cloud Ops
Slack
Slack
Appium
Appium
Stripe
Stripe
Blender
Blender
chroma
chroma
Obsidian
Obsidian
OpenAPI Dynamic Tools
OpenAPI Dynamic Tools
Fetch
Fetch
ElastiCache
ElastiCache
Puppeteer
Puppeteer
Bedrock Data Automation
Bedrock Data Automation
Code Search
Code Search
Palo Alto Firewall Suite
Palo Alto Firewall Suite
Ollama
Ollama
Echo
Echo
Google Calendar
Google Calendar
LaunchDarkly
LaunchDarkly
Appium
Appium
AWS CDK Assistant
AWS CDK Assistant
Tavily
Tavily
SQLite
SQLite
Shopify
Shopify
Meeting Intelligence
Meeting Intelligence
Apple Native Tools
Apple Native Tools
Auth0
Auth0
Voice Assistant
Voice Assistant
Bedrock Data Automation
Bedrock Data Automation
Sequential Thinking
Sequential Thinking
Substack Writer
Substack Writer
Timestream InfluxDB
Timestream InfluxDB
Lambda Bridge
Lambda Bridge
SQLite
SQLite
SendGrid
SendGrid
Sequential Thinking
Sequential Thinking
Lambda Bridge
Lambda Bridge
Code Documentation Generator
Code Documentation Generator
OpenOcean DEX
OpenOcean DEX
Timestream InfluxDB
Timestream InfluxDB
OpenOcean DEX
OpenOcean DEX
Render
Render
Postman API Tools
Postman API Tools
Git Tools
Git Tools
Needle Search
Needle Search
Atlassian
Atlassian
Markdownify
Markdownify
CloudFormation
CloudFormation
SQLite
SQLite
eSignatures
eSignatures
Supermemory
Supermemory
Financial Data
Financial Data
chroma
chroma
Proxmox Manager
Proxmox Manager
RP1 Developer
RP1 Developer
Browser Tools
Browser Tools
Meeting Intelligence
Meeting Intelligence
ElevenLabs
ElevenLabs
Document Converter
Document Converter
JetBrains IDE
JetBrains IDE
File System
File System
Obsidian
Obsidian
Unity Bridge
Unity Bridge
Chart Generator
Chart Generator
Browser Automation
Browser Automation
Database Toolbox
Database Toolbox
Browser Tools
Browser Tools
Code Mode
Code Mode
Transloadit
Transloadit
WatsonX Flows
WatsonX Flows
Neptune Query
Neptune Query
Supabase
Supabase
Mem0
Mem0
Shopify
Shopify
Synthetic Data
Synthetic Data
Semgrep
Semgrep
Database Toolbox
Database Toolbox
Needle Search
Needle Search
Software Planning
Software Planning
Sequential Thinking
Sequential Thinking
Brave Search
Brave Search
LaunchDarkly
LaunchDarkly
GitLab
GitLab
Valkey
Valkey
Apify Actors
Apify Actors
Transloadit
Transloadit
Code Documentation Generator
Code Documentation Generator
IP Geolocation
IP Geolocation
eSignatures
eSignatures
DALL-E
DALL-E
ElastiCache
ElastiCache
MATLAB Core
MATLAB Core
Amazon Q Search
Amazon Q Search
React Development Guide
React Development Guide
Dice Roller
Dice Roller
Core Server
Core Server
Substack Writer
Substack Writer
Context7
Context7
Mobile Next
Mobile Next
iTerm
iTerm
Fetch
Fetch
ComfyUI
ComfyUI
Notion
Notion
Railway
Railway
Cloudflare
Cloudflare
Timestream InfluxDB
Timestream InfluxDB
Render
Render
Kagi Search
Kagi Search
OpenAPI Proxy
OpenAPI Proxy
Finch Container Tools
Finch Container Tools
Ollama
Ollama
Browser Use
Browser Use
Tavily
Tavily
Railway
Railway
AWS Diagrams
AWS Diagrams
Cloudflare
Cloudflare
ComfyUI
ComfyUI
Figma
Figma
Airtable
Airtable
Apple Native Tools
Apple Native Tools
Voice Assistant
Voice Assistant
Unity Bridge
Unity Bridge
GitHub
GitHub
Cost Analysis
Cost Analysis
Postman API Tools
Postman API Tools
Kagi Search
Kagi Search
AWS Diagrams
AWS Diagrams
Apple Native Tools
Apple Native Tools
Supabase
Supabase
OpenAPI Proxy
OpenAPI Proxy
SNS/SQS Manager
SNS/SQS Manager
Atlassian
Atlassian
Graphlit
Graphlit
Dice Roller
Dice Roller
Aurora MySQL
Aurora MySQL
AWS CDK Assistant
AWS CDK Assistant
Blender
Blender
DocumentDB
DocumentDB
Fetch
Fetch
YouTube Subtitles
YouTube Subtitles
Base
Base
Exa Search
Exa Search
DALL-E
DALL-E
Code Mode
Code Mode
Step Functions
Step Functions
Slack
Slack
Echo
Echo
Proxmox Manager
Proxmox Manager
Lambda Bridge
Lambda Bridge
Bedrock Data Automation
Bedrock Data Automation
Parallel Tasks
Parallel Tasks
MotherDuck
MotherDuck
Ableton Live
Ableton Live
Mobile Next
Mobile Next
Meeting Intelligence
Meeting Intelligence
SendGrid
SendGrid
WatsonX Flows
WatsonX Flows
Brave Search
Brave Search
ElastiCache
ElastiCache
Webflow
Webflow
Cost Analysis
Cost Analysis
PixVerse
PixVerse
Parallel Tasks
Parallel Tasks
MCP Magic
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Airtable

Airtable

domdomegg
12842

Provides read and write access to Airtable databases, enabling schema inspection, record management, and table operations through comprehensive API integration.

Google Calendar

Google Calendar

pashpashpash
4976

Enables AI assistants to read, create, and manage Google Calendar events, including processing events from screenshots and coordinating schedules across multiple calendars.

Supabase

Supabase

alexander-zuev
3203

Enables direct interaction with Supabase PostgreSQL databases, providing database management tools including schema exploration, SQL query validation, and secure read-only access.

Submit Your Own

Create and submit your own MCP server to the marketplace to extend Cline's capabilities.

Submit to MarketplaceServer Development Guide
File System logo

File System

Provides comprehensive filesystem operations including reading, writing, moving files, directory management, and advanced file editing with pattern matching and formatting capabilities.

82,796
filesystemfile-managementdirectory-operations
Context7 logo

Context7

Provides up-to-date library documentation and code examples directly in LLM prompts, ensuring accurate and current programming assistance.

51,387
documentationcode-examplesapi-reference
Browser Tools logo

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.

7,158
chrome-extensiondebuggingweb-auditing
Sequential Thinking logo

Sequential Thinking

A structured problem-solving tool that enables step-by-step analysis, thought revision, and branching logic for complex reasoning tasks.

82,790
problem-solvingreasoninganalysis
Git Tools logo

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.

82,831
gitversion-controlrepository-management
Playwright logo

Playwright

Browser automation server that enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment using Playwright.

5,382
browser-automationweb-testingscreenshots
Fetch logo

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.

736
web-fetchinghtmljson
GitHub logo

GitHub

Provides comprehensive GitHub API integration for repository management, issues, pull requests, and code operations with authentication and enterprise support.

28,483
githubrepository-managementcode-collaboration
Figma logo

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.

14,099
figmadesignui-development
Puppeteer logo

Puppeteer

Provides browser automation capabilities using Puppeteer, enabling web page interaction, screenshots, and JavaScript execution in a real browser environment.

82,917
web-automationscreenshotsbrowser-control
Brave Search logo

Brave Search

Integrates Brave Search API to provide comprehensive web and local search capabilities with smart filtering, pagination, and automatic fallbacks.

864
search-enginelocal-searchweb-search
Browser Use logo

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.

916
browser-automationweb-interactionvisual-analysis
FireCrawl logo

FireCrawl

Advanced web scraping and crawling server with JavaScript rendering, batch processing, smart content filtering, and structured data extraction capabilities.

5,891
web-scrapingcrawlingdata-extraction
Time logo

Time

Provides time and timezone conversion capabilities using IANA timezone names, with automatic system timezone detection and support for current time queries.

82,530
timezonetime-conversiondatetime
Perplexity Research logo

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.

37
researchdocumentationapi-discovery
AWS Documentation logo

AWS Documentation

Access and search AWS documentation, fetch pages in markdown format, and get content recommendations for AWS documentation pages.

8,625
awsdocumentationsearch
Atlassian logo

Atlassian

Integrates with Atlassian Cloud products (Confluence and Jira) to enable searching, accessing, and managing pages, spaces, issues, and projects via their respective APIs.

17
atlassianconfluencejira
Knowledge Graph Memory logo

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.

82,929
knowledge-graphpersistent-memoryentity-management
Magic UI logo

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.

4,596
ui-generationcomponent-libraryide-integration
Blender logo

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.

18,223
3d-modelingblenderasset-management
Supabase logo

Supabase

Enables AI assistants to interact with Supabase projects, providing tools for database management, project configuration, migrations, and TypeScript type generation.

2,578
supabasepostgresqldatabase-management
SQLite logo

SQLite

Provides database interaction and business intelligence capabilities through SQLite, enabling SQL queries, data analysis, and automated business insight generation.

82,466
sqldata-analysisbusiness-intelligence
PostgreSQL Reader logo

PostgreSQL Reader

Provides read-only access to PostgreSQL databases, allowing LLMs to inspect database schemas and execute read-only queries within protected transactions.

82,456
postgresqldatabase-queriesschema-inspection
Supabase logo

Supabase

Enables direct interaction with Supabase PostgreSQL databases, providing database management tools including schema exploration, SQL query validation, and secure read-only access.

814
postgresqlsupabasedatabase-management
Sentry logo

Sentry

Retrieves and analyzes error reports, stacktraces, and debugging information from Sentry.io, enabling AI assistants to inspect and understand application issues.

82,911
error-trackingdebuggingstacktraces
Tavily logo

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.

1,573
web-searchdata-extractionreal-time-information
Markdownify logo

Markdownify

Converts various file types and web content (PDFs, images, audio, Office documents, web pages) into standardized Markdown format for easy reading and sharing.

2,520
file-conversionmarkdowndocument-processing
GitLab logo

GitLab

Enables comprehensive GitLab project management including file operations, issue tracking, merge requests, and repository management through the GitLab API.

82,604
gitlabgitrepository-management
Obsidian logo

Obsidian

Enables reading and searching of Markdown notes directories (like Obsidian vaults), allowing AI assistants to access and query local knowledge bases.

1,373
markdownknowledge-basenotes
Notion logo

Notion

Enables AI assistants to interact with Notion workspaces through the official API, supporting page creation, comments, content retrieval, and search functionality.

4,129
notiondocumentationknowledge-base
Google Drive logo

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.

82,370
google-drivefile-managementdocument-storage
Software Planning logo

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.

395
project-planningtask-managementsoftware-development
Core Server logo

Core Server

Manages and coordinates MCP servers, providing automated installation, configuration management, and orchestration of AWS Labs servers with centralized logging and environment control.

8,633
server-managementconfigurationaws-integration
Azure logo

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.

2,896
azurecloud-servicesinfrastructure-management
Ollama logo

Ollama

Enables seamless integration with Ollama's local LLM capabilities, providing model management, chat completion, and custom model creation with OpenAI-compatible API.

74
llmmodel-managementlocal-ai
chroma logo

chroma

Open-source search and retrieval database for AI applications.

27,143
web-scrapingdata-extractionautomation
Web Research logo

Web Research

Enables comprehensive web research with Google search integration, webpage content extraction, session tracking, and screenshot capabilities for real-time information gathering.

26
web-researchgoogle-searchcontent-extraction
AWS CDK Assistant logo

AWS CDK Assistant

Provides guidance on AWS CDK best practices, infrastructure patterns, and security compliance through CDK Nag integration and AWS Solutions Constructs.

8,632
aws-cdkinfrastructure-as-codesecurity-compliance
AWS Knowledge logo

AWS Knowledge

Provides real-time access to comprehensive AWS documentation, including API references, best practices, regional availability information, and architectural guidance for cloud development.

8,630
awscloud-documentationapi-reference
Browser Automation logo

Browser Automation

Provides browser automation capabilities using Playwright, enabling interaction with web pages through structured accessibility snapshots without requiring screenshots or visual models.

30,231
web-automationaccessibilitybrowser-control
Serper Search logo

Serper Search

Provides Google search capabilities through Serper API, delivering rich search results including knowledge graphs, organic results, related questions, and customizable search parameters.

48
google-searchserper-apiweb-search
AWS Diagrams logo

AWS Diagrams

Creates professional AWS architecture diagrams, sequence diagrams, flow charts, and class diagrams using Python code and the Diagrams package DSL.

8,630
diagramsaws-architecturevisualization
Google Maps logo

Google Maps

Provides comprehensive access to Google Maps services including geocoding, place search, directions, distance calculations, and elevation data through the Google Maps API.

82,535
mapsgeocodingnavigation
Redis logo

Redis

Provides access to Redis key-value stores, enabling operations like setting, getting, deleting, and listing keys with optional expiration time support.

82,586
rediskey-value-storecaching
Supermemory logo

Supermemory

Universal memory system that makes personal context and memories available across different LLMs, enabling seamless memory transfer without logins or paywalls.

1,672
memory-managementllm-integrationcontext-sharing
Slack logo

Slack

Enables AI assistants to interact with Slack workspaces, providing tools for messaging, channel management, reactions, user profiles, and thread management.

82,733
slackmessagingteam-collaboration
Unity Bridge logo

Unity Bridge

Enables bidirectional communication between Unity and LLMs, allowing programmatic control of Unity Editor features including asset management, scene control, and editor automation.

8,036
unitygame-developmentasset-management
Echo logo

Echo

A simple testing utility that echoes back any message it receives, useful for validating MCP functionality and connections.

12
testingdebuggingvalidation
Stagehand logo

Stagehand

Provides AI-powered web automation capabilities using a real browser environment, enabling interaction with web pages, action performance, data extraction, and action observation.

3,216
web-automationbrowser-controldata-extraction
Hyperbrowser logo

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.

755
web-scrapingbrowser-automationdata-extraction
Google Calendar logo

Google Calendar

Enables AI assistants to read, create, and manage Google Calendar events, including processing events from screenshots and coordinating schedules across multiple calendars.

19
google-calendarschedulingevent-management
Task Manager logo

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.

32
task-managementqueue-systemworkflow
Web Eval Agent logo

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.

1,236
web-testingdebuggingautomation
WhatsApp logo

WhatsApp

Enables searching personal WhatsApp messages, managing contacts, and sending messages to individuals or groups through WhatsApp Web's multidevice API with local message storage.

5,477
messagingchat-historycontacts
Apple Native Tools logo

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.

3,043
macosautomationproductivity
Sleep logo

Sleep

Provides timing control with configurable delays between operations, useful for rate limiting, API call spacing, and testing eventually consistent systems.

20
timingrate-limitingdelays
Browserbase logo

Browserbase

Cloud browser automation server enabling LLMs to interact with web pages, take screenshots, extract data, and execute JavaScript using Browserbase and Puppeteer.

3,216
web-automationpuppeteerscreenshot-capture
iTerm logo

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.

16
terminalitermcommand-execution
Cost Explorer logo

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.

8,655
awscost-analysiscloud-billing
Cline Community logo

Cline Community

Streamlines Cline issue reporting with automatic system information collection, preview functionality, and direct submission via GitHub CLI integration.

22
github-integrationissue-trackingbug-reporting
YouTube Subtitles logo

YouTube Subtitles

Downloads and extracts YouTube video subtitles using yt-dlp, enabling AI assistants to analyze and summarize video content through subtitle text.

507
youtubesubtitlesvideo-analysis
Bedrock Knowledge Base logo

Bedrock Knowledge Base

Enables natural language querying of Amazon Bedrock Knowledge Bases with features for discovery, filtering, and result reranking.

8,630
aws-bedrockknowledge-basesearch
ContextStream logo

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.

30
ai-memorysemantic-searchcode-intelligence
Byterover Cipher logo

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.

3,631
memory-management
Cloudflare logo

Cloudflare

Manages Cloudflare resources including Workers, KV stores, R2 storage, D1 databases, and analytics through natural language interactions.

3,586
cloudflareserverlessedge-computing
DALL-E logo

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.

9
image-generationdall-eai-art
Exa Search logo

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.

4,107
web-searchexa-apireal-time-data
Kubernetes logo

Kubernetes

Connects to and manages Kubernetes clusters, enabling pod, service, and deployment operations through kubectl integration.

1,365
kubernetescontainerscluster-management
WolframAlpha logo

WolframAlpha

Provides access to WolframAlpha's LLM API for answering complex mathematical, scientific, and general knowledge questions with structured responses.

51
mathematicsscientific-computingknowledge-base
Stripe logo

Stripe

Enables AI agents to interact with Stripe APIs, supporting operations like customer management, payment processing, product creation, and invoice handling through function calling.

1,409
paymentsbillinginvoicing
Qdrant logo

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.

1,318
vector-searchsemantic-memoryembeddings
Codegen logo

Codegen

Enables parsing codebases and executing codemods through standardized model inference, supporting various LLM providers via integration with the Codegen SDK.

520
code-generationcodemodcode-parsing
Chart Generator logo

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.

3,891
data-visualizationchartsgraphs
Neo4j logo

Neo4j

Enables natural language interactions with Neo4j graph databases, supporting Cypher query generation and knowledge graph memory management for LLMs.

929
graph-databasecypherknowledge-graph
AWS Terraform logo

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.

8,576
terraformawsinfrastructure-as-code
Graphlit logo

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.

374
content-managementdata-ingestiondocument-processing
Linear logo

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.

129
project-managementissue-trackingteam-collaboration
Postgrest logo

Postgrest

Enables database operations on PostgreSQL through PostgREST, supporting SQL-to-REST conversion and direct API requests for querying and modifying data.

2,573
postgresqlpostgrestdatabase-api
Email Sender logo

Email Sender

Sends emails directly through Resend's API, enabling AI assistants to compose and send emails without manual copying and pasting.

482
emailresend-apimessaging
Code Search logo

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.

1,230
code-searchsemantic-searchcodebase-indexing
ElevenLabs logo

ElevenLabs

Enables AI assistants to interact with ElevenLabs' Text-to-Speech and audio processing APIs, supporting voice cloning, speech generation, transcription, and audio manipulation.

1,272
text-to-speechvoice-cloningaudio-processing
Proxmox Manager logo

Proxmox Manager

A server for managing Proxmox hypervisors, providing tools to control nodes, VMs, containers, storage, and execute console commands in virtual machines.

231
proxmoxvirtualizationvm-management
Cost Analysis logo

Cost Analysis

Analyzes AWS service costs and generates cost reports with natural language querying capabilities and visualization tools for cost optimization.

8,562
aws-costscost-optimizationcloud-pricing
Code Documentation Generator logo

Code Documentation Generator

Automatically analyzes repository structure and generates comprehensive documentation for code projects using repomix, supporting multiple document types and project analysis.

8,660
documentationcode-analysisproject-structure
Code Interpreter logo

Code Interpreter

Adds secure code execution capabilities to Claude Desktop using E2B Sandbox, supporting both JavaScript and Python environments.

385
code-executionsandboxjavascript
Spotify logo

Spotify

Enables interaction with Spotify's music catalog, including search, artist information, playlist management, and audiobook access through the Spotify Web API.

6
musicspotify-apiplaylist-management
CloudWatch Logs logo

CloudWatch Logs

Enables analysis of AWS CloudWatch logs through log group discovery and Log Insights queries, supporting anomaly detection and pattern analysis across accounts.

8,648
awslog-analysiscloud-monitoring
Shopify logo

Shopify

Integrates with Shopify's GraphQL Admin API to manage store data, including products, customers, orders, collections, discounts, and webhooks.

35
shopifyecommercestore-management
Neon Database logo

Neon Database

Enables natural language interaction with Neon PostgreSQL databases, supporting project management, schema migrations, SQL queries, and database operations through the Neon API.

569
postgresqldatabase-managementmigrations
Mobile Next logo

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.

4,281
mobile-automationios-androidapp-testing
React Development Guide logo

React Development Guide

Provides comprehensive documentation and tools for modern React application development with AWS integrations, including setup guides, authentication, routing, and troubleshooting.

8,621
reactaws-integrationweb-development
Discord logo

Discord

Provides comprehensive Discord server management capabilities including message handling, channel management, role administration, and webhook integration.

9
discordchatserver-management
Airtable logo

Airtable

Provides read and write access to Airtable databases, enabling schema inspection, record management, and table operations through comprehensive API integration.

431
airtabledatabase-managementrecords
JetBrains IDE logo

JetBrains IDE

Proxies requests between AI assistants and JetBrains IDEs, enabling direct interaction with the IDE's built-in webserver for development tasks.

946
ide-integrationjetbrainsdevelopment
Code Mode logo

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.

1,415
code-executiontool-integrationtypescript
Nova Canvas logo

Nova Canvas

Generates AI images using Amazon Nova Canvas, supporting text prompts and color palettes with customizable dimensions, quality options, and multi-image generation.

8,629
image-generationai-artaws
MiniMax Media Studio logo

MiniMax Media Studio

Provides powerful media generation capabilities including text-to-speech, voice cloning, video generation, and image creation through MiniMax's API suite.

1,367
text-to-speechvideo-generationimage-generation
Base logo

Base

Enables blockchain interactions with Base and Coinbase APIs, providing tools for wallet management, fund transfers, smart contract deployment, and testnet operations.

342
blockchaincoinbaseweb3
Aurora MySQL logo

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.

8,629
auroramysqlaws
Magnitude logo

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.

21
testingautomationquality-assurance
Solana Agent Kit logo

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.

155
blockchainsolanacryptocurrency
PlanetScale logo

PlanetScale

Enables AI tools to interact with PlanetScale databases, providing capabilities for managing organizations, databases, branches, and executing SQL queries with proper authentication.

648
mysqldatabase-managementsql
OpenAPI Proxy logo

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.

888
openapiapi-integrationproxy
Amazon Q Search logo

Amazon Q Search

Enables ISVs to search enterprise customer data through Amazon Q Business's SearchRelevantContent API with secure authentication and cross-account capabilities.

8,675
amazon-qenterprise-searchoauth
Design to Code logo

Design to Code

Converts Figma designs and screenshots into production-ready React, Svelte, or Vue components with built-in accessibility features and semantic HTML.

1,744
design-conversioncode-generationaccessibility
Ableton Live logo

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.

2,357
music-productionmidiaudio-editing
Git Repo Research logo

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.

8,573
semantic-searchgitrepository-analysis
Azure DevOps logo

Azure DevOps

Enables interaction with Azure DevOps services through MCP, providing tools for managing projects, work items, repositories, wikis, pipelines, and test plans.

1,500
azure-devopsproject-managementci-cd
Database Toolbox logo

Database Toolbox

A server for securely connecting AI assistants to databases with features like connection pooling, authentication, and observability support.

13,612
database-managementsecurityconnection-pooling
API Debugger logo

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.

1,752
api-debuggingopenapihttp-logs
ComfyUI logo

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.

264
image-generationaudio-generationvideo-generation
Mem0 logo

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.

640
memory-storagesemantic-searchdata-management
Postman API Tools logo

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.

206
api-managementtestingcode-generation
AWS Serverless logo

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.

8,630
awsserverlesslambda
Semgrep logo

Semgrep

Scans code for security vulnerabilities using Semgrep's semantic analysis engine, supporting multiple languages and over 5,000 security rules.

14,652
static-analysiscode-scanningvulnerability-detection
PlatformIO logo

PlatformIO

Board-agnostic embedded development server supporting 1000+ development boards across 30+ platforms, enabling firmware building, uploading, and library management through PlatformIO's ecosystem.

16
embedded-systemsfirmwareiot
CloudFormation logo

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.

8,646
awsinfrastructure-as-codecloud-control
Webflow logo

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.

113
webflowcmsweb-development
Auth0 logo

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.

97
authenticationauthorizationidentity-management
Unreal Engine logo

Unreal Engine

Control Unreal Engine through natural language, enabling AI assistants to manage actors, develop blueprints, manipulate node graphs, and control the editor interface.

9
game-developmentunreal-engineblueprints
Apify Actors logo

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.

981
web-scrapingdata-extractionautomation
Snyk Security logo

Snyk Security

Scans code, dependencies, and infrastructure configurations for security vulnerabilities and license issues, providing real-time security feedback during development

77
vulnerability-scanningsecurity-testingdependency-analysis
Genkit Integration logo

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.

5,738
mcp-integrationclient-servertools-prompts
Amazon EKS Manager logo

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.

8,672
kubernetesawscontainerization
Document Converter logo

Document Converter

Converts files between 200+ formats including documents, images, spreadsheets, and presentations using ConvertAPI, with comprehensive parameter controls and OpenAPI validation.

2
file-conversiondocument-processingformat-transformation
Workflowy logo

Workflowy

Enables AI assistants to interact with Workflowy lists, providing tools for searching, creating, updating, and managing nodes with completion status tracking.

27
workflowytask-managementnote-organization
PayPal logo

PayPal

Enables integration with PayPal APIs for creating invoices, managing orders, and handling transactions through multiple agent frameworks and function calling.

183
paymentsinvoicingtransactions
DynamoDB logo

DynamoDB

Comprehensive suite of tools for managing AWS DynamoDB resources, including table operations, item management, querying, backups, TTL settings, and resource policies.

8,620
awsdynamodbnosql
Asana logo

Asana

Enables AI assistants to interact with Asana workspaces, providing comprehensive task and project management capabilities including creation, search, updates, and status tracking.

5
project-managementtask-trackingteam-collaboration
Kagi Search logo

Kagi Search

Integrates Kagi's advanced search API to provide AI assistants with up-to-date web search capabilities and accurate information retrieval.

340
web-searchinformation-retrievalkagi-api
Svelte logo

Svelte

Official Svelte MCP server providing embeddings support and integration capabilities for Svelte applications, with features for development inspection and database management.

225
svelteweb-frameworkembeddings
SendGrid logo

SendGrid

Provides email marketing and contact management capabilities through SendGrid's Marketing API, enabling dynamic templates, contact list management, and bulk email sending.

24
email-marketingcontact-managementtemplates
Parallel Search logo

Parallel Search

Enables web search capabilities within MCP-compatible LLM clients using the Parallel Search API, designed for everyday search tasks and queries.

16
web-searchapi-integrationsearch-engine
n8n Node Manager logo

n8n Node Manager

Provides AI assistants with comprehensive access to n8n node documentation, properties, and workflow automation capabilities through an MCP server interface

17,424
workflow-automationnode-documentationn8n
Alibaba Cloud Ops logo

Alibaba Cloud Ops

Manages Alibaba Cloud resources including ECS, VPC, RDS, OSS and CloudMonitor, providing comprehensive cloud infrastructure management through API and OOS automation.

108
alibaba-cloudinfrastructure-managementcloud-automation
Bedrock Data Automation logo

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.

8,584
awsdata-analysiscontent-processing
OpenAPI Dynamic Tools logo

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.

8,576
openapiapi-integrationdynamic-tools
AWS Infrastructure logo

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.

8,622
awsinfrastructure-as-codecloudformation
Financial Data logo

Financial Data

Provides comprehensive financial market data including stock prices, company information, financial statements, ESG scores, and market analytics through the FinancialData.Net API.

63
market-datafinancial-analyticsstocks
MotherDuck logo

MotherDuck

Enables database operations with MotherDuck and local DuckDB, providing tools for connection initialization, schema reading, and query execution.

449
duckdbmotherducksql
EverArt Forge logo

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.

10
image-generationvector-graphicsai-models
PostHog logo

PostHog

Integrates with PostHog analytics platform for managing feature flags, tracking errors, and analyzing user behavior through natural language interactions.

143
analyticsfeature-flagserror-tracking
Prometheus Query logo

Prometheus Query

Enables querying and monitoring with AWS Managed Prometheus, supporting PromQL queries, metric listing, and server information retrieval with AWS SigV4 authentication.

8,675
prometheusmetricsaws
Render logo

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.

114
cloud-deploymentweb-servicesmonitoring
Oxylabs Scraper logo

Oxylabs Scraper

Advanced web scraping tool using Oxylabs Web Scraper API, supporting JavaScript rendering, HTML parsing, and content transformation with flexible parsing options.

89
web-scrapingcontent-extractionjavascript-rendering
Parallel Tasks logo

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.

8
task-managementresearchapi-integration
Amazon Kendra Index logo

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.

8,646
ragsearchaws
Aurora Postgres logo

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.

8,592
postgresauroraaws
Project Health Auditor logo

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.

1,805
code-analysistest-coveragegit-metrics
Appium logo

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.

274
mobile-testingautomationios
MATLAB Core logo

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.

310
matlabscientific-computingcode-analysis
Taskade logo

Taskade

Comprehensive workspace management platform offering 50+ tools for projects, tasks, AI agents, knowledge bases, templates, and automations, enabling seamless integration with AI assistants.

120
project-managementai-agentscollaboration
PixVerse logo

PixVerse

Generate high-quality videos from text descriptions using PixVerse's video generation models, supporting customizable parameters like quality, duration, and aspect ratio.

36
video-generationtext-to-videoai-video
Pinecone Assistant logo

Pinecone Assistant

Enables retrieval of information from Pinecone Assistant with configurable result limits and API integration.

42
vector-databaseinformation-retrievalpinecone
AWS Support logo

AWS Support

Enables programmatic management of AWS support cases, including creation, communication, and resolution, with automatic determination of issue types and severity levels.

8,468
awssupport-casesticket-management
Substack Writer logo

Substack Writer

Connect to your Substack/Medium blogs, allowing Cline to become an expert writer tailored to your writing style.

28
content-analysiswritingsemantic-search
ElastiCache logo

ElastiCache

Manages AWS ElastiCache resources including serverless caches, replication groups, and cache clusters with comprehensive monitoring and cost analysis capabilities.

8,675
awscachingredis
Dice Roller logo

Dice Roller

A server for rolling dice using standard dice notation, providing individual rolls, sums, and modifiers with timestamp tracking.

3
dice-rollingrandom-generationgaming
Dash Documentation Browser logo

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.

136
documentationsearchmacos
SNS/SQS Manager logo

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.

8,385
awsmessagingqueue-management
Railway logo

Railway

Manages Railway cloud infrastructure through CLI integration, providing tools for project deployment, service management, environment configuration, and monitoring of Railway resources.

176
deploymentinfrastructurecloud-management
Voice Assistant logo

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.

39
voice-assistanttelephonyappointment-scheduling
DocumentDB logo

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.

8,672
awsdocumentdbmongodb
Riza logo

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.

13
code-executionsandboxcode-interpreter
Lambda Bridge logo

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.

8,466
aws-lambdaserverlesssecurity
Step Functions logo

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.

8,613
awsworkflowsautomation
Kubernetes Observer logo

Kubernetes Observer

Enables interaction with Kubernetes clusters through Metoro's observability platform, providing eBPF-based telemetry and monitoring capabilities via natural language queries.

48
kubernetesobservabilityebpf
Fireproof logo

Fireproof

A JSON document store server providing CRUD operations and field-based sorting queries, powered by Fireproof database for seamless integration with AI systems.

31
document-storejsoncrud
Meeting Intelligence logo

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.

1,825
transcriptionmeeting-automationreal-time
Synthetic Data logo

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.

8,654
data-generationvalidationpandas
Needle Search logo

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.

96
document-managementsearchknowledge-base
IP Geolocation logo

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.

1
ip-lookupgeolocationsecurity-intelligence
Axiom logo

Axiom

Query and analyze data using Axiom Processing Language (APL), enabling AI agents to interact with Axiom datasets through natural language.

58
data-querylog-analysisapl
LaunchDarkly logo

LaunchDarkly

Manage feature flags and AI configurations through LaunchDarkly's platform, enabling controlled rollouts, A/B testing, and feature targeting across environments.

20
feature-flagscontinuous-deliveryai-config
Finch Container Tools logo

Finch Container Tools

Build and push container images through Finch CLI, with support for ECR repositories and automated VM management for macOS and Windows.

8,668
containersdockerecr
AWS Proxy logo

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.

251
awsauthenticationproxy
WatsonX Flows logo

WatsonX Flows

Enables integration with watsonx.ai Flows Engine, providing tools for Google Books and Wikipedia searches through a TypeScript-based MCP server implementation.

115
watsonxflows-enginetool-integration
Amazon Location logo

Amazon Location

Provides location-based services including place search, geocoding, route calculation, and nearby points of interest using Amazon Location Service.

8,649
geocodingroute-planningplaces-search
eSignatures logo

eSignatures

Manages digital contract workflows including creation, sending, and template management for electronic signatures through the eSignatures platform.

35
digital-signaturescontractsdocument-management
Cost Control Proxy logo

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.

107
cost-trackingapi-proxybudget-control
Aurora DSQL logo

Aurora DSQL

Enables natural language to SQL query conversion and execution against Aurora DSQL databases, with configurable read/write access and connection pooling.

8,631
aurorapostgresqlsql
AWS Knowledge Base (Archived) logo

AWS Knowledge Base (Archived)

Retrieves information from AWS Knowledge Base using Bedrock Agent Runtime, supporting RAG-based queries with customizable result counts.

82,163
awsbedrockrag
Neptune Query logo

Neptune Query

Query Amazon Neptune databases and analytics using openCypher and Gremlin, with support for schema retrieval and status checking.

8,419
graph-databaseaws-neptunecypher
Amazon MQ logo

Amazon MQ

Enables management of RabbitMQ and ActiveMQ message brokers through Amazon MQ, providing secure broker creation, configuration, and administration capabilities.

8,385
message-brokersawsrabbitmq
Terraform Validator logo

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.

1
terraforminfrastructure-as-codecloud-cost
MercadoLibre logo

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.

0
marketplacelatin-americaproduct-search
Raygun logo

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.

19
error-trackingcrash-reportingperformance-monitoring
OpenOcean DEX logo

OpenOcean DEX

Enables interaction with decentralized exchanges (DEXs) for getting quotes, executing swaps, managing transactions, and accessing token information across multiple blockchain networks.

1
deficryptocurrencyblockchain
Bitcoin Explorer logo

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.

22
bitcoinblockchaincryptocurrency
Transloadit logo

Transloadit

Enables file upload, processing, and transformation operations through Transloadit's API, supporting media conversions, file handling, and assembly management.

71
file-processingmedia-conversionupload-handling
RP1 Developer logo

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.

2
spatial-computing3d-environmentsmetaverse
Verodat logo

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.

4
data-managementdataset-operationsworkspace-management
Valkey logo

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.

8,329
cacheredisaws
Amazon Keyspaces logo

Amazon Keyspaces

Enables natural language interaction with Amazon Keyspaces and Apache Cassandra databases, supporting schema exploration, query execution, and performance analysis.

8,542
cassandraawsdatabase-management
Azure Services (archived) logo

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.

1,207
azurecloud-managementinfrastructure
Palo Alto Firewall Suite logo

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.

12
firewallnetwork-securitypolicy-management
Timestream InfluxDB logo

Timestream InfluxDB

Manages AWS Timestream for InfluxDB resources, enabling database cluster/instance management, parameter configuration, and data operations using InfluxDB APIs.

8,329
awstimestreaminfluxdb
ElastiCache Memcached logo

ElastiCache Memcached

Enables secure interaction with Amazon ElastiCache Memcached, supporting full protocol operations, SSL/TLS encryption, connection pooling, and optional read-only mode.

8,329
memcachedcachingaws
Argentine Exchange logo

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.

1
exchange-ratescurrency-conversionargentina

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