The Complete MCP Ecosystem
A comprehensive map of all available MCP servers, from reference implementations to community contributions
Data & Storage
Cloud & Infra
Development Tools
Content & Search
AI & Memory
Productivity
System and Utilities
Popular
Project Management
Enabling secure interaction with Jira, Confluence, and Compass
Development tools
Integrates high-speed code generation and editing capabilities into AI-assisted IDEs

Monitoring
Integrate AI agents to Datadog monitoring, dashboards, metrics, logs, and alerts
Development tools
Access to Firebase projects and Firestore data

API Tools
Perform web scraping, crawling, search, extraction, and research
Monitoring
Interact with Grafana dashboards, metrics, logs, incidents, alerts, and monitoring tools
Development tools
Manage Kubernetes and OpenShift clusters through AI assistants
Project Management
Retrieve, search, and update pages, blocks, and databases
Creative AI
Tools for discovering books and authors, retrieving details, and fetching cover images
Payments
Secure access to customers, products, pricing, invoices, etc
AI tools
Access to Vectara's semantic search and retrieval-augmented generation (RAG) APIs
Data & Storage
Cloud Databases
Google BigQuery integration
Customer Data
Apache Unomi CDP integration
Relational Databases
MySQL database with access controls
Relational Databases
Read-only database access with schema inspection
Relational Databases
Database interaction and business intelligence capabilities
Analytics
Real-time analytics with ClickHouse
Cloud & Infrastructure
Cloud Services
AWS resource management
Knowledge Management
Retrieval from AWS Knowledge Base using Bedrock Agent Runtime
Cloud Services
Deploy and configure Cloudflare developer platform resources
Sandboxing
Run code in secure cloud sandboxes
Development Tools
Software Development
Continuous integration and deployment platform
Observability
Cloudflare observability and monitoring tools
Software Development
Cloudflare Workers development platform
Internal Developer Portal
Internal developer portal and service catalog
Version Control
Tools to read, search, and manipulate Git repositories
Repository Management
Repository management and GitHub API integration
Repository Management
GitLab API for project management
Monitoring
Bring real-time logs, metrics into local env
API Tools
JSON-RPC API integration
Software Development
Smart contract library for Cairo
Software Development
Smart contract library for Solidity
Software Development
Smart contract library for Stellar
Software Development
Smart contract library for Stylus
Software Development
Continuous profiling for performance engineering
API Tools
Connect your AI tools to your APIs
Monitoring
Crash reporting and monitoring integration
Content & Search
Search Engine
Web and local search using Brave's Search API
Web Automation
Automate browser interactions in the cloud
Specialised Dataset
Curated dataset for context-aware applications
Web Content
Web content fetching and conversion for efficient LLM usage
Location Services
Location services, directions, and place details
Web Automation
Browser automation with Playwright
Web Automation
Browser automation and web scraping
Search Engine
Unified API for Search, Crawling, and Sitemaps
AI & Memory

Language Models
Generate speech, translate videos, and perform intelligent voice conversions.
Language Models
OpenAI-compatible API integration
Creative AI
AI image generation using various models
Vector Search
Managed vector index integration
Knowledge Graphs
Knowledge graph-based persistent memory system
Vector Search
Vector search engine for semantic memory
Reasoning
Dynamic and reflective problem-solving through thought sequences
Productivity
Project Management
Task and project management with OAuth authentication
Web Content
Make decisions based on the information available on the web
File Management
File access and search capabilities
Note Taking
Read and search through Obsidian vault
Search Engine
Integrate real-time Google SERP(Google Search, Flight, Maps, Jobs, etc.) results.

Emails
Manage sending domains, contacts, email drafts, and more.
Team Chat
Channel management and messaging capabilities
Media
Control Spotify playback and playlists

Project Management
Connect your AI models and agents to Thena data through this remote MCP server
Task Management
Task management integration
System & Utilities
File Operations
Secure file operations with configurable access controls
Installation
Server installation automation
Command Line
Windows shell integration
Products
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