555 MCP Servers

Observability and tracing for debugging AI agents

LM Studio local model inference

Make (Integromat) automation platform

New Relic APM and monitoring

AWS SageMaker ML model training and deployment

Google Tag Manager container and tag management

URL shortening service

LaunchDarkly feature flag management

Vercel deployment and project management

AI-driven SVG generation and editing

Apache IoTDB time-series database for IoT

Sentry error tracking and monitoring

Obsidian vault operations — notes, search, linking

Coinbase cryptocurrency trading and wallets

Resend email API

Stability AI image generation (Stable Diffusion)

OpenAI Whisper speech-to-text

Google Gemini AI model inference

Query Shodan API and CVE database for network intelligence

Lemon Squeezy digital payments

SerpAPI Google search results

Web data extraction and scraping via WebScraping.AI

Notion calendar integration

Cloudflare R2 object storage management

Slack workspace integration — messages, channels, users

1Password secrets retrieval

Cloudinary media management

AWS EC2 instance management

Pocket read-later article management

Kubernetes cluster management

JSONPlaceholder fake REST API

Natural language interactions for Microsoft Dev Box management

Webpage interaction, screenshots, and JavaScript execution via Playwright

AWS cost analysis and optimization

Mailchimp email marketing

Visualization MCP with 25+ visual chart types

Connect to 130+ SaaS integrations with built-in auth via Paragon

Mistral AI model inference and chat

IFTTT applet triggering and automation

Miro collaborative whiteboard

Datadog monitoring and observability

ZIP archive creation and extraction

Docker container management and operations

NASA Open APIs (APOD, Mars Rover, etc)

MCP server for Atlassian Jira and Confluence integration

Google Sheets read/write operations

Official Redis MCP for natural language data management and search

LlamaIndex data framework

Together AI inference for open-source models

Heroku platform management

Raindrop.io bookmark management and search

Multi-agent orchestration with shared blackboard architecture

Mermaid diagram generation from text

Google Vertex AI ML platform

JetBrains IDE integration for IntelliJ, WebStorm, PyCharm

Craft document editor

Vimeo video platform

n8n workflow automation

Alibaba Hologres database metadata and SQL execution

ChromaDB vector database for AI embeddings and retrieval

Binance crypto exchange operations

Exa Search API for real-time semantic web searches and deep research

Linode/Akamai cloud hosting

Cisco Webex messaging and collaboration

GraphQL query execution

Xero accounting and invoicing

Latest AWS documentation and API references

Knex.js SQL query builder operations

Exa neural search API

QuickBooks accounting and financial management

Python Package Index search

Google Custom Search Engine

Flowcharts, sequence diagrams, and ERDs from natural language

Text embedding generation

Render cloud hosting

Databricks data lakehouse

ElevenLabs text-to-speech synthesis

Gumroad digital product sales

Structured data extraction from unstructured web content

Mapbox maps and location services

Puppet infrastructure automation

Aiven cloud database and streaming service management

D3.js data visualization

Twilio SMS, voice, and messaging

Ansible automation and configuration

GitLab API integration — repos, issues, merge requests

CircleCI CI/CD pipeline management

Home Assistant smart home control

CodeSandbox cloud development

ClickHouse analytics database

Xcode project management and build operations

Grafana Loki log querying and analysis

AI image generation using various models via EverArt

Google BigQuery data warehouse

Logstash log processing pipeline

Pulumi infrastructure as code

Flux image generation model

CrossRef academic metadata and DOI resolution

TypeScript compiler and type checking

ConvertKit email marketing for creators

Cloudflare D1 serverless SQLite database

GitLab MCP server for AI agents with repo management

Unsplash free stock photography

Robots.txt parsing and checking

Mobile app testing and automation via Appium

Midjourney image generation proxy

PDF document reading, text extraction, and analysis

Sentiment analysis

Error tracking and deployment management with 27 tools via Raygun

Gmail email reading and sending

Monday.com project management

Pastebin code sharing

SQLite database operations

Roam Research note-taking

Upstash serverless Redis and Kafka

Plausible privacy-friendly web analytics

Bear notes app integration

Web content fetching and conversion for LLM usage

Matplotlib chart generation

Statuspage.io status updates

Grafana dashboard and alerting

DigitalOcean cloud infrastructure

Statistical analysis functions

Feature flag service integration with 77 tools

AWS Terraform workflows with security scanning

Text summarization

Install, manage, and develop MCP servers via Smithery registry

SSH remote command execution

Multi-language translation

Swagger/OpenAPI documentation

Knowledge graph-based persistent memory system

OpenTelemetry traces and metrics collection

iCalendar (.ics) file parsing and calendar management

Sitemap.xml parsing and generation

Pinecone vector database operations

ChromaDB embedding database

DeepSeek AI model inference and chat

LinkedIn API integration

Squarespace website management

AWS SES email service

Semantic Scholar academic search

Extended Brave Search with web, local, image, video, and news search

Google Analytics reporting

Regex pattern testing and explanation

Canva design platform

GitHub API integration — repos, issues, PRs, code search

RSS/Atom feed reader and aggregator

Jira issue tracking and project management

PDF document parsing and text extraction

Google Search Console data access for SEO analytics

Weaviate vector database

Prometheus metrics querying

Dynamic and reflective problem-solving through thought sequences

etcd distributed key-value store

AWS CloudWatch logs and metrics

Roam Research graph database note-taking access

Google Ads campaign management

SSL certificate verification and info

Optical character recognition (Tesseract)

Powerful PostgreSQL MCP with 14 consolidated database management tools

Reddit posts, comments, subreddit search

Browser automation and interaction with 10 tools via Playwright

Roll dice using standard dice notation and return results

iCalendar format operations

Notion hosted remote MCP server for direct API access

Generic REST API caller

Email address validation

HashiCorp Vault secrets management

Microsoft Outlook email and calendar

Excalidraw diagram and whiteboard

AWS CDK infrastructure as code best practices

Google Calendar events management

Perplexity AI search and reasoning

Azure DevOps tasks directly from your code editor

ngrok tunnel management

Web content extraction, screenshot capture, web search, and arXiv paper search

Twitch streaming platform

Query 40+ apps and databases with SQL

Groq ultra-fast LLM inference API

DALL-E image generation

Manage Alibaba Cloud ECS resources and OOS automation

Upstash serverless Redis and message queue operations

Height project management

Mixpanel event analytics

TypeORM database operations

TikTok content and analytics

Zapier workflow automation

Trello board and card management

PagerDuty incident management

Advanced PostgreSQL with 14 database management tools

Apache Pulsar distributed messaging and streaming

FTP/SFTP file transfer

LLM.txt file retrieval and searching for AI documentation

Google Maps geocoding, directions, places

Replit cloud IDE and deployment

Strapi headless CMS

BigCommerce e-commerce platform

Loom video messaging

AWS SQS message queue operations

Airtable spreadsheet-database operations

Execute LLM-generated code in secure YepCode sandbox

Azure resource management and operations

Cypress end-to-end testing

Base64 encoding and decoding

Doppler secrets management and environment configuration

Take webpage screenshots via Puppeteer for visual testing

Dependency update checking

Segment customer data platform

Up-to-date documentation for 9000+ libraries in your AI code editor

Cryptographic hash computation (SHA, MD5, etc)

Hacker News stories, comments, search

Airbyte data integration platform

QR code generation and reading

Manage ESP RainMaker IoT devices

Tree-sitter code parsing across languages

Snowflake data warehouse

Browser automation via Playwright

Unified email across Gmail, Outlook, iCloud with human oversight

Sanity.io headless CMS

Terminal MCP with persistent PTY sessions

Matrix messaging protocol

MLflow ML experiment tracking and model registry

PatternFly React component documentation and development tools

Exchange rate conversion

Docker Compose stack management and orchestration

OpsGenie alert management

Advanced mathematics operations

ImageMagick image processing and conversion

Ethereum blockchain explorer and transaction data

MQTT IoT messaging protocol

IMAP email reading

Apple Notes search and retrieval on macOS

Crisp customer messaging platform

Google Cloud Platform services

Calendar event management (iCal format)

Semgrep static analysis and security scanning

Confluence wiki and documentation

Android emulator control and ADB integration

Execute terminal commands and manage files with editing capabilities

Drizzle ORM database operations

Imgur image hosting and gallery

Elastic APM application performance monitoring

npm package security audit

RabbitMQ message broker

IMAP/SMTP email with App Passwords support

Marketing insights and audience analysis from reports

Open-Meteo free weather API

Blockchain data querying across multiple networks

Zoom meetings and webinars

Retrieval-augmented generation pipeline

Adobe Creative Cloud integration

Snipcart e-commerce

AWS Bedrock foundation model access

AWS Redshift data warehouse

Contact management (vCard format)

Neo4j graph database queries

Emoji search and metadata

Unicode character lookup

Airwallex global payment and financial operations

Multi-channel notifications via Courier (email, SMS, push, chat)

Cheerio HTML parsing and scraping

Redis cache and data store operations

Spaceflight News API

WooCommerce e-commerce

Ghost CMS content management

Algolia search and indexing capabilities

Basecamp project management

Readwise highlights and reading list access

AI image, video, and music generation via Fal.ai

Vercel AI SDK integration for streaming AI responses

Qdrant vector search engine

Giphy GIF search

Weights & Biases ML experiment tracking and visualization

MySQL database operations

Splunk log search and analysis

Run shell commands securely via MCP

Storybook component library

WHOIS domain lookup

LangChain framework integration

Tavily AI search engine for agents

Firebase Firestore, Auth, Storage operations

Connect and unify data across platforms via MindsDB

Faker.js test data generation

Replicate model inference API

Fauna distributed database

ComfyUI image generation workflow

FFmpeg video/audio processing

Search, query, and interact with Milvus vector database

CoinMarketCap cryptocurrency pricing and market data

Pexels stock photo and video search

Wistia video hosting

File and text diff comparison

Figma design file access and inspection

Anime/manga database with 33 tools for browsing and user list management

Zotero reference management and paper library

Wolfram Alpha computational intelligence

Markdown rendering and manipulation

Web search tool providing real-time results via Tavily

Automated dependency updates

Prettier code formatting

Convert content into slides/PPT or generate presentations

Speech-to-text transcription

Search npm packages

Universal document conversion via Pandoc

Kubernetes resource access and log retrieval

Soundboard with millions of meme sounds

Facebook Graph API integration

Direct AWS resource management via Cloud Control API

Anyscale/Ray distributed compute for ML workloads

Salesforce CRM operations

Framer website builder

Tailscale VPN network management

Netlify deployment and hosting

Intercom customer messaging

Named entity recognition

macOS system information and notifications

CockroachDB distributed SQL

Coda document and workflow automation

AWS SNS notification topic and subscription management

Linear issue tracking and project management

Official Sentry MCP for real-time error tracking and debugging

DuckDB schema inspection, query, and analytics capabilities

DNS record lookup and domain information

Git repository reading, searching, and manipulation

Microsoft Clarity analytics data export and analysis

GitLab CI/CD pipeline management

Jest test runner integration

Multi-tenant PostgreSQL operations via Nile Database

AWS Cost Explorer billing and cost analysis

Philips Hue smart lighting control

HubSpot CRM and marketing

Apollo GraphQL schema and operations management

Plotly interactive chart generation

Telegram messaging integration

Web page screenshot capture

Web search via Brave Search API

Web scraping and browser agents with multiple LLM backends

Jupyter notebook operations

Execute Lambda functions as AI tools for private resource access

Financial market data access via Polygon.io

Execute code in 60+ languages via Piston remote engine

Create and manage AWS Support cases

Apache Pinot real-time distributed OLAP datastore

Unit conversion (metric, imperial, etc)

Natural language date parsing

Chromatic visual regression testing

PostHog product analytics

Prisma ORM database operations

Google search integration, webpage extraction, and research session tracking

Python package and virtual environment management via uv

GitHub Copilot code suggestions

CSV file parsing and analysis

AST-based code search and refactoring

PostgreSQL database read-only access

Image analysis, OCR, and visual content description

Notion workspace — pages, databases, blocks

ImgBB image hosting and upload

Hotjar heatmaps and user behavior analytics

Sharp image resizing and optimization

Shortcut (formerly Clubhouse) project management

Connect to 2,500 APIs with 8,000+ tools via Pipedream

Apache Cassandra distributed database operations

Google Search via Serper API

Wikipedia article search and retrieval

Aqara smart home IoT device control

Apache Doris real-time analytics database

CodePen front-end demos

WhatsApp messaging integration

Connect to remote MCP servers over HTTP/SSE transport

Complete serverless lifecycle with SAM CLI

YouTube video search, transcript extraction

Contentful headless CMS

Pinterest API integration

Various hashing algorithms

Unified interface to multiple LLM providers (OpenAI, Anthropic, Google, Groq, DeepSeek, Ollama)

CloudFormation and CDK best practices with security validation

Tailwind CSS class suggestions and documentation

gRPC service invocation

AWS Lambda function management and invocation

Slack integration without OAuth app setup via Zencoder

Sandboxed code execution (Python, JS)

GitHub CodeQL security scanning and vulnerability analysis

Instagram Graph API integration

Multi-agent AI consultation framework for Claude

AWS ECS container service

UUID generation (v1, v4, v5, v7)

IP address geolocation lookup

arXiv academic paper search

Bluesky social network (AT Protocol)

Google Cloud Platform resource management

OpenAI API — GPT, DALL-E, embeddings, whisper

Tar archive operations

Apache Kafka streaming platform

Scrapy web crawler framework

SonarQube code quality analysis

AWS SNS notification service

Knowledge graph and content ingestion platform with 47 tools

Asana project and task management

Azure OpenAI Service

imgix image processing CDN

Yahoo Finance market data

Apache Kafka message streaming and topic management

Astronomical catalog data and observing planner

AWS Bedrock Knowledge Base retrieval

Execute commands in the current iTerm session

SendGrid email delivery service

PageSpeed Insights performance analysis

Todoist task management

Railway deployment platform

Vercel Blob storage for file uploads and management

Supabase database and auth operations

Plaid financial data and banking APIs

Build, run, and test iOS/macOS/visionOS apps and simulators

DuckDuckGo web search (no API key needed)

AWS DynamoDB table operations and item management

AWS SQS message queue management

Google Drive file access and search

Cohere language AI — embed, generate, classify

Payment platform consolidating invoicing, billing, and accounting

Reference/test server with prompts, resources, and tools

UptimeRobot website monitoring and alerting

GitHub Gist code snippets

PayPal payments and transactions

Logseq knowledge base

MinIO S3-compatible object storage

Fly.io deployment and scaling

Auth0 identity management and authentication

Bear app note search and retrieval on macOS

Excel spreadsheet operations

InfluxDB time-series database

Selenium browser automation and testing

Postman collection runner

Raycast launcher and productivity

Spotify music search, playlists, playback

HashiCorp Consul service mesh

Cloudflare Workers, KV, R2, D1 management

Pandas dataframe analysis

Mux video streaming API

Direct CloudFormation resource management via Cloud Control API

Alpha Vantage stock and financial data

Podcast feed parsing and search

IP geolocation API

Universal MCP connecting Notion, Slack, Monday, Airtable and more