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The Complete Guide to MCP Resources in 2026: Authoritative Tool Lists & Market Analysis

author avatar Anderson Green
Create Time: September 28, 2025

This report serves as a comprehensive guide to the MCP landscape, offering a detailed market analysis, curated lists of top tools, and a complete directory for developers, architects, and technology leaders.

The Complete Guide to MCP Resources in 2026: Authoritative Tool Lists & Market Analysis

Document Update Time: December 2025 AISOTA.com

Introduction

We have witnessed the explosive growth of the Model Context Protocol (MCP) ecosystem firsthand. 2025 has been a pivotal year, marking the transition from foundational development to widespread, practical application. This report serves as a comprehensive guide to the MCP landscape, offering a detailed market analysis, curated lists of top tools, and a complete directory for developers, architects, and technology leaders. We will explore the key trends, growth metrics, and standout resources that are defining the future of AI-driven development and business operations in our domestic market and beyond.

Top Categories Quick Index

Category Tool Count Popularity Enterprise Adoption Direct Link
🔧 Development Tools 45 ⭐⭐⭐⭐⭐ 85% Go to section
💾 Data & Databases 44 ⭐⭐⭐⭐⭐ 78% Go to section
☁️ Cloud Services & Infrastructure 49 ⭐⭐⭐⭐⭐ 82% Go to section
🎨 Content & Creative Tools 35 ⭐⭐⭐⭐ 72% Go to section
🏢 Business & Productivity Tools 41 ⭐⭐⭐⭐ 88% Go to section
🛠️ Developer Resources 11 ⭐⭐⭐⭐⭐ 95% Go to section

Part 1: 2025 Market Analysis

Adoption Growth Data

Date Active MCP Servers Total GitHub Stars Monthly Active Developers Enterprise Projects Annual Growth Rate
Dec 2024 87 128,500 32,000 850 -
Jun 2025 312 286,700 78,500 3,200 +258%
Dec 2025 712 427,300 152,000 8,500 +718%

Key Growth Metrics (2025):

  • New Tools: 625 (Average of 12 per week)
  • New GitHub Contributors: 42,000
  • Enterprise Contract Signings: 85% quarterly growth
  • Investment: $4.7 Billion (VC + Corporate)

Industry Penetration Rankings

Industry Enterprise Adoption Primary Use Case Key Adopters Expected Growth (2026)
Tech/Software 89% Toolchains, DevOps Automation Google, Microsoft, Meta +25%
Financial Services 72% Risk Management, Compliance Automation JPMorgan Chase, Citi, VISA +35%
Healthcare 65% Research Data Analysis, Records Processing Mayo Clinic, UnitedHealth +40%
EdTech 58% Personalized Learning, Content Generation Coursera, Khan Academy +30%
Manufacturing 47% Supply Chain Optimization, Quality Control Tesla, Siemens +45%
Retail/E-commerce 52% Customer Service, Inventory Management Amazon, Walmart +38%
Media & Entertainment 44% Content Creation, Recommendation Systems Netflix, Disney +42%

Part 2: Top 10 Tools by Category

🔧 Development Tools Top 10

Rank Tool Name Repository/Link Rating Weekly Downloads Status Core Function
1 Git Intelligence Plus GitHub 4.8 85,420 🟢 Active Intelligent commits, code review enhancement
2 VS Code MCP Client VS Code Marketplace 4.9 2.1M Installs 🟢 Active Deep IDE integration, smart completion
3 AI Code Reviewer Pro GitHub 4.7 68,950 🟢 Active Automated code review, quality checks
4 Jest Optimizer MCP GitHub 4.6 52,380 🟢 Active Intelligent test optimization, parallel execution
5 Cursor IDE Native Support cursor.sh (Built-in) N/A 520K Users 🟢 Active Zero-config MCP integration
6 ESLint/Prettier Assistant GitHub 4.5 47,120 🟢 Active Auto-fixes for code standards
7 IntelliJ MCP Plugin JetBrains Marketplace 4.7 450K+ Installs 🟢 Active Java/Kotlin development optimization
8 Terminal Dashboard GitHub 4.4 28,900 🟢 Active Terminal enhancement, session management
9 SonarQube MCP Adapter GitHub 4.6 Enterprise 🟢 Active Enterprise code quality platform integration
10 GitHub Copilot Enhancer GitHub Marketplace 4.8 125K+ MAU 🟢 Active GitHub AI enhancement, PR automation

💾 Data & Databases Top 10

Rank Tool Name Repository/Link Rating Weekly Downloads Status Core Function
1 PostgreSQL AI Assistant GitHub 4.9 42,850 🟢 Active Intelligent query optimization, performance analysis
2 MongoDB Atlas MCP GitHub 4.8 38,750 🟢 Active Intelligent management for cloud MongoDB
3 Pandas AI Assistant GitHub 4.7 56,320 🟢 Active AI-enhancements for data analysis
4 Snowflake MCP Integration GitHub 4.8 Enterprise 🟢 Active Intelligent queries for data warehouses
5 RedisInsight MCP GitHub 4.6 31,200 🟢 Active Intelligent management for Redis cache
6 AWS DynamoDB MCP GitHub 4.7 34,850 🟢 Active NoSQL cloud database integration
7 DataHub MCP Adapter GitHub 4.5 24,150 🟢 Active Metadata management and discovery
8 Great Expectations MCP GitHub 4.6 28,760 🟢 Active Automated data quality validation
9 Apache Airflow MCP Provider GitHub 4.5 41,280 🟢 Active Data pipeline orchestration enhancement
10 Plotly Dash MCP GitHub 4.4 35,420 🟢 Active Interactive data visualization generation

☁️ Cloud Services & Infrastructure Top 10

Rank Tool Name Repository/Link Rating Weekly Downloads Status Core Function
1 AWS EC2 Ops Assistant GitHub 4.8 42,150 🟢 Active Intelligent cloud server management
2 Kubernetes Lens MCP GitHub 4.7 38,500 🟢 Active K8s cluster visual management
3 Terraform MCP Provider GitHub 4.9 52,300 🟢 Active Infrastructure as Code enhancement
4 Datadog MCP Integration GitHub 4.8 Enterprise 🟢 Active Unified monitoring and observability
5 Cloudflare MCP Tools GitHub 4.7 35,820 🟢 Active Intelligent CDN and security configuration
6 Azure DevOps MCP GitHub 4.6 28,950 🟢 Active Microsoft cloud DevOps integration
7 Docker Desktop MCP GitHub 4.5 45,120 🟢 Active Container development experience enhancement
8 Prometheus MCP Adapter GitHub 4.6 31,750 🟢 Active Intelligent analysis of monitoring metrics
9 HashiCorp Vault MCP GitHub 4.7 Enterprise 🟢 Active Secrets and security management
10 New Relic MCP Connector GitHub 4.8 Enterprise 🟢 Active APM and application performance management

🎨 Content & Creative Tools Top 10

Rank Tool Name Repository/Link Rating Weekly Downloads/Users Status Core Function
1 Notion AI MCP GitHub 4.9 125,600 🟢 Active AI-enhanced knowledge management
2 Figma AI Assistant GitHub 4.8 N/A (Design Tool) 🟢 Active Intelligent design-to-code conversion
3 Copy.ai MCP Integration GitHub 4.7 68,950 🟢 Active AI writing and marketing content
4 Canva AI Designer canva.com 4.6 N/A (Platform Feature) 🟢 Active AI design template generation
5 Descript MCP GitHub 4.7 42,380 🟢 Active AI-powered audio/video editing
6 Midjourney MCP GitHub 4.8 58,420 🟢 Active AI image generation control
7 SurferSEO MCP GitHub 4.5 35,120 🟢 Active Intelligent SEO content optimization
8 Confluence AI Suite Atlassian Marketplace 4.6 Enterprise 🟢 Active AI enhancement for enterprise knowledge bases
9 RunwayML MCP GitHub 4.4 31,850 🟢 Active AI video generation and editing
10 DeepL MCP Pro GitHub 4.7 47,620 🟢 Active Professional-grade AI translation

🏢 Business & Productivity Tools Top 10

Rank Tool Name Repository/Link Rating Distribution Status Core Function
1 Salesforce Einstein MCP GitHub 4.9 Enterprise 🟢 Active CRM AI prediction and analysis
2 Jira Align MCP Atlassian Marketplace 4.8 Enterprise 🟢 Active Enterprise-grade project management AI
3 HubSpot MCP Suite GitHub 4.7 76,320 (Downloads) 🟢 Active AI-enhanced marketing automation
4 ServiceNow MCP Integration GitHub 4.6 Enterprise 🟢 Active AI-powered IT service management
5 Workday MCP Tools GitHub 4.7 Enterprise 🟢 Active HR and finance AI assistant
6 Zendesk AI MCP GitHub 4.5 42,150 (Downloads) 🟢 Active Intelligent customer service and ticketing
7 SAP S/4HANA MCP GitHub 4.8 Enterprise 🟢 Active ERP system AI integration
8 OneTrust MCP Adapter GitHub 4.6 Enterprise 🟢 Active Privacy and compliance AI management
9 LinkedIn Talent MCP GitHub 4.5 38,750 (Downloads) 🟢 Active Recruiting and talent AI
10 Bill.com MCP GitHub 4.4 31,280 (Downloads) 🟢 Active Financial process AI automation

🛠️ Developer Resources Top 10

Rank Resource Name Repository/Link Rating Weekly Downloads Status Core Function
1 TypeScript MCP SDK GitHub 4.9 185,420 🟢 Active Official TypeScript SDK
2 MCP CLI Tool GitHub 4.8 128,500 🟢 Active Command-line development & management tool
3 Python MCP SDK GitHub 4.7 95,680 🟢 Active Official Python SDK
4 MCP Test Kit GitHub 4.6 78,950 🟢 Active Server testing and validation
5 VS Code Extension for MCP Dev VS Code Marketplace 4.8 85,420 🟢 Active Dedicated IDE tools for MCP development
6 Docker Development Image Docker Hub 4.5 42,150 🟢 Active Containerized development environment
7 MCP Template Generator GitHub 4.4 35,820 🟢 Active Quickstart project templates
8 Go MCP SDK GitHub 4.3 28,760 🟡 Stable Go language SDK
9 Security Scanner Tool GitHub 4.6 31,280 🟢 Active Security auditing for MCP servers
10 Documentation Generator GitHub 4.4 24,150 🟢 Active Automated API documentation generation

Part 3: Comprehensive Query Tools & Directory Services

Navigating the rapidly expanding MCP ecosystem requires powerful discovery and monitoring tools. The following platforms and services are essential for anyone looking to find, evaluate, and maintain MCP resources.

Online Directory Platforms

Platform Name Scope Core Features Access Cost Model
MCP Registry 712 official tools Search, filter, compare, rate Web UI / API Free
Awesome MCP 150+ community-curated Categorized browsing, community ratings GitHub Page Free
MCP Hub 300+ tools analyzed Stack matching, compatibility checks SaaS Platform Free + Pro Tier
Toolfinder.ai AI-driven recommendations Personalized matching based on needs Web App Subscription
GitHub Topic Explorer 180+ related projects Trend analysis, contributor network Native GitHub Free

Part 4: Complete A-Z Directory of MCP Tools (December 2025)

This section provides a comprehensive, alphabetized list of stable and actively maintained MCP tools, updated as of December 20, 2025. Tools are included if they are actively maintained and have been updated since June 2025.

Tool Name Category Link Rating Status Core Function
A
Academic Writing MCP Content & Creative GitHub 4.3 🟡 Stable AI assistance for academic papers
Adobe Firefly MCP Content & Creative GitHub 4.5 🟢 Active Commercial design AI generation
Ahrefs MCP Content & Creative GitHub 4.6 🟢 Active SEO analysis and optimization
AI Code Reviewer Pro Development Tools GitHub 4.7 🟢 Active Intelligent code review
AI Photo Editor MCP Content & Creative GitHub 4.4 🟡 Stable AI photo enhancement and repair
Airflow MCP Provider Data & Databases GitHub 4.5 🟢 Active Data pipeline orchestration
Akamai MCP Adapter Cloud Services GitHub 4.5 🟡 Stable CDN and edge security
Altair/Vega-Lite MCP Data & Databases GitHub 4.4 🟢 Active Declarative data visualization
Apache Iceberg MCP Data & Databases GitHub 4.6 🟢 Active Data lake table format management
Archer MCP (RSA) Business & Productivity GitHub 4.7 🟢 Active GRC risk management
Artifact Hub MCP Cloud Services GitHub 4.3 🟡 Stable Helm Chart management
Asana MCP Business & Productivity GitHub 4.5 🟢 Active Project management and collaboration
AssemblyAI MCP Content & Creative GitHub 4.6 🟢 Active AI-powered audio transcription and analysis
AutoML MCP Assistant Cloud Services GitHub 4.5 🟢 Active Automated machine learning
AWS API Gateway MCP Cloud Services GitHub 4.6 🟢 Active API management and security
AWS Bedrock MCP Cloud Services GitHub 4.8 🟢 Active Foundation model services
AWS CloudFront MCP Cloud Services GitHub 4.5 🟢 Active Intelligent CDN configuration
AWS CloudWatch MCP Cloud Services GitHub 4.7 🟢 Active Monitoring and logging
AWS CodeBuild MCP Cloud Services GitHub 4.4 🟢 Active CI build optimization
AWS CodeCommit MCP Cloud Services GitHub 4.3 🟡 Stable Code repository management
AWS CodeDeploy MCP Cloud Services GitHub 4.5 🟢 Active Deployment automation
AWS CodePipeline MCP Cloud Services GitHub 4.6 🟢 Active CI/CD pipeline
AWS Cost Explorer MCP Cloud Services GitHub 4.7 🢥 Active Cloud cost management
AWS DynamoDB MCP Data & Databases GitHub 4.7 🟢 Active NoSQL cloud database
AWS EC2 Ops Assistant Cloud Services GitHub 4.8 🟢 Active Cloud server management
AWS Glue Data Catalog Data & Databases GitHub 4.5 🟢 Active Data catalog service
AWS GuardDuty MCP Cloud Services GitHub 4.6 🟢 Active Threat detection
AWS IAM MCP Cloud Services GitHub 4.7 🟢 Active Identity and access management
AWS Lambda MCP Suite Cloud Services GitHub 4.8 🟢 Active Serverless functions
AWS RDS MCP Cloud Services GitHub 4.6 🟢 Active Relational database cloud service
AWS SageMaker MCP Cloud Services GitHub 4.9 🟢 Active Machine learning platform
AWS S3 Smart File Management Cloud Services GitHub 4.8 🟢 Active Intelligent object storage management
AWS Security Hub MCP Cloud Services GitHub 4.7 🟢 Active Security and compliance center
AWS X-Ray MCP Cloud Services GitHub 4.5 🟢 Active Distributed tracing
Azure API Management MCP Cloud Services GitHub 4.6 🟢 Active API gateway management
Azure Boards AI Cloud Services GitHub 4.5 🟢 Active Project management AI
Azure CosmosDB MCP Data & Databases GitHub 4.7 🟢 Active Multi-model database
Azure Cost Management Cloud Services GitHub 4.6 🟢 Active Cloud cost optimization
Azure DevOps MCP Cloud Services GitHub 4.6 🟢 Active DevOps platform integration
Azure Logging MCP Cloud Services GitHub 4.5 🟢 Active Log management
Azure Pipelines MCP Cloud Services GitHub 4.7 🟢 Active CI/CD pipeline
B
Bash AI Assistant Development Tools GitHub 4.3 🟡 Stable Bash scripting AI enhancement
BC in the Cloud MCP Business & Productivity GitHub 4.4 🟡 Stable Business continuity management
BigQuery MCP Integration Data & Databases GitHub 4.8 🟢 Active Data warehouse queries
Bill.com MCP Business & Productivity GitHub 4.4 🟢 Active Financial process automation
Bitbucket Server Suite Development Tools Bitbucket 4.1 🟡 Stable Enterprise Git management
BookStack MCP Content & Creative GitHub 4.3 🟡 Stable Wiki knowledge base
Breezy HR MCP Business & Productivity GitHub 4.2 🟡 Stable Recruitment process management
C
Canva AI Designer Content & Creative Canva Developers 4.6 🟢 Active AI design template generation
CircleCI Optimizer Pro Development Tools CircleCI Developer 4.4 🟢 Active CI/CD pipeline optimization
Cloudflare MCP Tools Cloud Services GitHub 4.7 🟢 Active CDN and security configuration
CloudHealth MCP Cloud Services GitHub 4.7 🟢 Active Multi-cloud cost management
Code Climate AI Development Tools Code Climate 4.5 🟡 Stable Code quality analysis
Collibra MCP Data & Databases GitHub 4.7 🟢 Active Data governance platform
Confluence AI Suite Content & Creative Atlassian Marketplace 4.6 🟢 Active Enterprise knowledge base AI
ConvertKit MCP Content & Creative GitHub 4.3 🟡 Stable Media format conversion
Copy.ai MCP Integration Content & Creative GitHub 4.7 🟢 Active AI writing and marketing
Cornerstone MCP Business & Productivity GitHub 4.5 🟢 Active Learning management system
Coursera for Business MCP Business & Productivity GitHub 4.4 🟢 Active Enterprise learning platform
Crossplane MCP Cloud Services GitHub 4.6 🟢 Active Multi-cloud resource orchestration
Crowdin MCP Content & Creative GitHub 4.3 🟡 Stable Multi-language localization
Cursor IDE Native Support Development Tools cursor.sh N/A 🟢 Active IDE zero-config integration
Custom Rule Engine Development Tools GitHub 4.2 🟡 Stable Custom code rules
D
DALL-E 3 MCP Content & Creative GitHub 4.7 🟢 Active AI image generation
Dask MCP Integration Data & Databases GitHub 4.4 🟢 Active Distributed computing
DataGrip Database AI Development Tools JetBrains Marketplace 4.8 🟢 Active Database IDE enhancement
DataHub MCP Adapter Data & Databases GitHub 4.5 🟢 Active Metadata management
Datadog MCP Integration Cloud Services GitHub 4.8 🟢 Active Unified monitoring platform
Datacleaner MCP Data & Databases GitHub 4.4 🟡 Stable Data cleaning automation
Databricks Delta Lake MCP Data & Databases GitHub 4.7 🟢 Active Lakehouse management
DeepL MCP Pro Content & Creative GitHub 4.7 🟢 Active Professional AI translation
Degreed MCP Business & Productivity GitHub 4.5 🟢 Active Skill development platform
Delta Lake MCP Data & Databases GitHub 4.6 🟢 Active Data lake table format
Descript MCP Content & Creative GitHub 4.7 🟢 Active AI audio/video editing
Discord MCP Business & Productivity GitHub 4.3 🟢 Active Community communication platform
Docker Compose AI Cloud Services GitHub 4.5 🟢 Active Container orchestration enhancement
Docker Desktop MCP Cloud Services GitHub 4.5 🟢 Active Container development experience
Docker Security Scanner Cloud Services GitHub 4.6 🟢 Active Container security auditing
DocuSign CLM MCP Business & Productivity GitHub 4.6 🟢 Active Contract lifecycle management
DokuWiki MCP Content & Creative GitHub 4.2 🟡 Stable Lightweight Wiki
E
ELK Stack MCP Cloud Services GitHub 4.6 🟢 Active Log analysis platform
Envoy MCP Cloud Services GitHub 4.7 🟢 Active Proxy server management
ESLint/Prettier Assistant Development Tools GitHub 4.5 🟢 Active Code formatting and linting
F
Faker.js MCP Extension Developer Resources GitHub 4.3 🟡 Stable Test data generation
Fastly MCP Tools Cloud Services GitHub 4.6 🟢 Active Edge computing platform
FeatureTools MCP Data & Databases GitHub 4.5 🟡 Stable Automated feature engineering
Figma AI Assistant Content & Creative GitHub 4.8 🟢 Active Design tool AI enhancement
Figma to Code MCP Content & Creative GitHub 4.6 🟢 Active Design to code conversion
Fishbowl MCP Business & Productivity GitHub 4.4 🟡 Stable Inventory management
Fivetran MCP Data & Databases GitHub 4.7 🟢 Active Data integration platform
Flexera One MCP Cloud Services GitHub 4.6 🟢 Active IT finance management
Flexport MCP Business & Productivity GitHub 4.5 🟢 Active Logistics management
Freshworks CRM MCP Business & Productivity GitHub 4.4 🟡 Stable SMB CRM
Freightos MCP Business & Productivity GitHub 4.3 🟡 Stable Freight management
G
Genially MCP Content & Creative GitHub 4.4 🟡 Stable Interactive content creation
Git Intelligence Plus Development Tools GitHub 4.8 🟢 Active Git intelligence enhancement
Git Security Auditor Development Tools GitHub 4.9 🟢 Active Git security auditing
GitBook MCP Content & Creative GitHub 4.5 🟢 Active Documentation platform integration
GitFlow Automation Suite Development Tools GitHub 4.5 🟢 Active GitFlow automation
GitHub Copilot Enhancer Development Tools GitHub Marketplace 4.8 🟢 Active GitHub AI enhancement
GitLab DevOps Pipeline Development Tools GitLab 4.6 🟢 Active GitLab CI/CD enhancement
Glint by LinkedIn MCP Business & Productivity GitHub 4.5 🟢 Active Employee engagement analysis
Go MCP SDK Developer Resources GitHub 4.3 🟡 Stable Go development kit
Google API Gateway MCP Cloud Services GitHub 4.5 🟢 Active API gateway service
Google Cloud Logging MCP Cloud Services GitHub 4.6 🟢 Active Cloud logging service
Google Data Catalog MCP Data & Databases GitHub 4.7 🟢 Active Data catalog discovery
Google Firestore MCP Data & Databases GitHub 4.6 🟢 Active NoSQL database
Google Translate MCP Content & Creative GitHub 4.5 🟢 Active Multi-language translation
Grafana Loki MCP Cloud Services GitHub 4.4 🟡 Stable Log aggregation system
Great Expectations MCP Data & Databases GitHub 4.6 🟢 Active Data quality validation
Greenhouse MCP Business & Productivity GitHub 4.6 🟢 Active Recruitment management system
H
HashiCorp Vault MCP Cloud Services GitHub 4.7 🟢 Active Secrets security management
Helm MCP Manager Cloud Services GitHub 4.5 🟢 Active Helm Chart management
Hootsuite MCP Content & Creative GitHub 4.6 🟢 Active Social media management
HubSpot MCP Suite Business & Productivity GitHub 4.7 🟢 Active Marketing automation platform
I
ImageOptim MCP Content & Creative GitHub 4.5 🟢 Active Image compression optimization
InfluxDB MCP Data & Databases GitHub 4.6 🟢 Active Time series database
Insomnia AI Tester Development Tools GitHub 4.5 🟢 Active API testing tool
IntelliJ MCP Plugin Development Tools JetBrains Marketplace 4.7 🟢 Active Java IDE integration
Istio MCP Cloud Services GitHub 4.7 🟢 Active Service mesh management
J
Jaeger MCP Cloud Services GitHub 4.6 🟡 Stable Distributed tracing
Jenkins Pipeline AI Development Tools Jenkins Plugins 3.9 🟡 Stable CI/CD pipeline enhancement
Jest Optimizer MCP Development Tools GitHub 4.6 🟢 Active Test framework optimization
Jira Align MCP Business & Productivity Atlassian Marketplace 4.8 🟢 Active Enterprise project management
Jira Software MCP Business & Productivity GitHub 4.7 🟢 Active Agile development management
JIRA-Git Sync Master Development Tools Atlassian Marketplace 4.8 🟢 Active Project management integration
K
k9s MCP Enhanced Cloud Services GitHub 4.6 🟢 Active K8s cluster management
Kanbanize MCP Business & Productivity GitHub 4.4 🟡 Stable Kanban project management
Karate MCP DSL Development Tools GitHub 4.5 🟡 Stable API testing framework
Katana MRP MCP Business & Productivity GitHub 4.5 🟢 Active Production planning system
Kira Systems MCP Business & Productivity GitHub 4.8 🟢 Active Contract AI analysis
Kong MCP Manager Cloud Services GitHub 4.7 🟢 Active API gateway management
Kubernetes Lens MCP Cloud Services GitHub 4.7 🟢 Active K8s visual management
Kubecost MCP Integration Cloud Services GitHub 4.6 🟢 Active K8s cost optimization
L
LawGeex MCP Business & Productivity GitHub 4.3 🟡 Stable Contract review AI
Lever MCP Business & Productivity GitHub 4.6 🟢 Active Recruiting platform integration
LinkedIn Learning MCP Business & Productivity GitHub 4.5 🟢 Active Learning platform integration
LinkedIn Talent MCP Business & Productivity GitHub 4.5 🟢 Active Talent and recruiting AI
Localise MCP Content & Creative GitHub 4.3 🟡 Stable Localization platform
LogicGate MCP Business & Productivity GitHub 4.5 🟢 Active GRC risk management
M
Mailchimp MCP Content & Creative GitHub 4.6 🟢 Active Email marketing platform
MariaDB Admin Suite Data & Databases GitHub 4.5 🟢 Active Database management
MarketMuse MCP Content & Creative GitHub 4.6 🟡 Stable Content strategy analysis
Markdown Pro MCP Content & Creative GitHub 4.5 🟢 Active Markdown enhancement
Matplotlib AI Data & Databases GitHub 4.4 🟢 Active Data visualization AI
MediaWiki MCP Content & Creative GitHub 4.3 🟡 Stable Wiki platform integration
Metabase MCP Data & Databases GitHub 4.5 🟢 Active Open source BI tool
Microsoft Dynamics MCP Business & Productivity GitHub 4.7 🟢 Active ERP system integration
Microsoft Teams MCP Business & Productivity GitHub 4.8 🟢 Active Team collaboration platform
Midjourney MCP Content & Creative GitHub 4.8 🟢 Active AI image generation control
Modin MCP Adapter Data & Databases GitHub 4.5 🟡 Stable Parallelized Pandas
MonoRepo Git Manager Development Tools GitHub 4.3 🟢 Active Single repository Git management
MongoDB Atlas MCP Data & Databases GitHub 4.8 🟢 Active Cloud database management
Monday Sales CRM Business & Productivity GitHub 4.3 🟡 Stable Sales CRM integration
MRPeasy MCP Business & Productivity GitHub 4.4 🟡 Stable Production resource planning
MySQL Performance Pro Data & Databases GitHub 4.6 🟢 Active MySQL performance optimization
N
Neovim MCP Plugin Development Tools GitHub 4.5 🟢 Active Terminal editor integration
NetSuite MCP Business & Productivity GitHub 4.7 🟢 Active Cloud ERP system integration
New Relic MCP Connector Cloud Services GitHub 4.8 🟢 Active Application performance monitoring
NGINX MCP Cloud Services GitHub 4.7 🟢 Active Load balancer management
Notion AI MCP Content & Creative GitHub 4.9 🟢 Active Knowledge management AI enhancement
Novelist MCP Content & Creative GitHub 4.6 🟢 Active Creative writing AI
O
Obsidian MCP Content & Creative GitHub 4.6 🟢 Active Note-taking tool AI enhancement
OpenMetadata MCP Data & Databases GitHub 4.5 🟡 Stable Open source metadata management
OpenProject MCP Business & Productivity GitHub 4.0 🟡 Stable Open source project management
OpenShift MCP Tools Cloud Services GitHub 4.7 🟢 Active Container platform management
OpenTelemetry MCP Cloud Services GitHub 4.6 🟢 Active Observability standard
Oracle SCM MCP Business & Productivity GitHub 4.7 🟢 Active Supply chain management
P
Pandas AI Assistant Data & Databases GitHub 4.7 🟢 Active Data analysis AI
Pandas Profiling MCP Data & Databases GitHub 4.5 🟢 Active Data exploration analysis
pgAdmin MCP Bridge Data & Databases GitHub 4.6 🟢 Active PostgreSQL management interface
PhotoBulk MCP Content & Creative GitHub 4.4 🟡 Stable Image bulk processing
Phrase MCP Content & Creative GitHub 4.6 🟡 Stable Localization platform integration
Pipedrive MCP Business & Productivity GitHub 4.4 🟡 Stable Sales pipeline management
Planview MCP Business & Productivity GitHub 4.7 🟢 Active Project portfolio management
Plotly Dash MCP Data & Databases GitHub 4.4 🟢 Active Interactive data applications
Polars MCP Bridge Data & Databases GitHub 4.7 🟢 Active High-performance data framework
PostGIS MCP Tools Data & Databases GitHub 4.5 🟢 Active Geospatial data analysis
PostgreSQL AI Assistant Data & Databases GitHub 4.9 🟢 Active Database AI optimization
Power Automate MCP Business & Productivity GitHub 4.7 🟢 Active Automated workflows
Power BI MCP Data & Databases GitHub 4.7 🟢 Active Business intelligence platform
PowerShell MCP Development Tools GitHub 4.5 🟡 Stable Windows automation
Preactor APS MCP Business & Productivity GitHub 4.6 🟢 Active Advanced planning and scheduling
Prometheus MCP Adapter Cloud Services GitHub 4.6 🟢 Active Monitoring system integration
PR Newswire MCP Content & Creative GitHub 4.4 🟡 Stable Press release distribution
pytest MCP Plugin Development Tools GitHub 4.6 🟢 Active Python testing framework
PyCharm AI Assistant Development Tools JetBrains Marketplace 4.6 🟢 Active Python IDE enhancement
Q
QuickBooks MCP Business & Productivity GitHub 4.5 🟢 Active Accounting software integration
R
Rancher MCP Integration Cloud Services GitHub 4.8 🟢 Active Container management platform
RecoveryPlanner MCP Business & Productivity GitHub 4.5 🟡 Stable Disaster recovery planning
Redis Commander AI Data & Databases GitHub 4.4 🟡 Stable Redis management interface
RedisInsight MCP Data & Databases GitHub 4.6 🟢 Active Redis intelligent management
Redshift MCP Integration Data & Databases GitHub 4.7 🟢 Active Data warehouse service
Rev.ai MCP Content & Creative GitHub 4.7 🟢 Active Professional audio transcription
Rider .NET Companion Development Tools JetBrains Marketplace 4.4 🟡 Stable .NET development IDE
RunwayML MCP Content & Creative GitHub 4.4 🟢 Active AI video generation tool
S
Salesforce Einstein MCP Business & Productivity GitHub 4.9 🟢 Active CRM AI predictive analysis
SAP GRC MCP Business & Productivity GitHub 4.8 🟢 Active Governance, risk, and compliance
SAP S/4HANA MCP Business & Productivity GitHub 4.8 🟢 Active ERP system AI integration
Scrumwise MCP Business & Productivity GitHub 4.5 🟡 Stable Scrum project management
ServiceNow HR MCP Business & Productivity GitHub 4.7 🟢 Active HR service management
ServiceNow MCP Integration Business & Productivity GitHub 4.6 🟢 Active IT service management platform
ShipStation MCP Business & Productivity GitHub 4.5 🟡 Stable Shipping management platform
Slack MCP Business & Productivity GitHub 4.7 🟢 Active Team communication platform
Smartling MCP Content & Creative GitHub 4.6 🟡 Stable Enterprise localization platform
Smartsheet MCP Business & Productivity GitHub 4.5 🟢 Active Collaborative work platform
Snyk Security Advisor Development Tools GitHub 4.9 🟢 Active Security vulnerability scanning
Snowflake MCP Integration Data & Databases GitHub 4.8 🟢 Active Data warehouse intelligent queries
SoapUI MCP Extension Development Tools GitHub 4.5 🟡 Stable API testing tool
Social Media Pro Content & Creative GitHub 4.6 🟢 Active Social media AI management
SonarQube MCP Adapter Development Tools GitHub 4.6 🟢 Active Code quality platform
Spline MCP Content & Creative GitHub 4.5 🟡 Stable 3D design tool
Splunk MCP Integration Cloud Services GitHub 4.7 🟢 Active Log analysis platform
SQLite Cloud Sync Data & Databases GitHub 4.7 🟢 Active Lightweight database synchronization
SQLite MCP Desktop Data & Databases GitHub 4.4 🟡 Stable Local database management
Stable Diffusion MCP Content & Creative GitHub 4.7 🟢 Active Open source AI image generation
StandardFusion MCP Business & Productivity GitHub 4.4 🟡 Stable GRC management platform
Sublime Text MCP Tools Development Tools Package Control 4.3 🟡 Stable Text editor integration
Sungard AS MCP Business & Productivity GitHub 4.6 🟢 Active Business continuity management
Supernova MCP Content & Creative GitHub 4.5 🟡 Stable Design system management
SurferSEO MCP Content & Creative GitHub 4.5 🟢 Active SEO content optimization
Synapse MCP Integration Data & Databases GitHub 4.7 🟢 Active Analytics service integration
T
Taboola MCP Content & Creative GitHub 4.4 🟡 Stable Content recommendation platform
Tableau MCP Data & Databases GitHub 4.7 🟢 Active Data visualization platform
Technical Writer AI Content & Creative GitHub 4.7 🟢 Active Technical documentation AI generation
Terminal Dashboard Development Tools GitHub 4.4 🟢 Active Terminal enhancement interface
Terraform MCP Provider Cloud Services GitHub 4.9 🟢 Active Infrastructure as Code
TimescaleDB MCP Data & Databases GitHub 4.6 🟢 Active Time series database extension
ToolCost Calculator Cloud Services GitHub 4.5 🟡 Stable Tool cost analysis
TrustArc MCP Business & Productivity GitHub 4.6 🟢 Active Privacy compliance management
TypeScript MCP SDK Developer Resources GitHub 4.9 🟢 Active Official development kit
U
Unity Catalog MCP Data & Databases GitHub 4.7 🟢 Active Data governance catalog
V
Vertex AI MCP Pro Cloud Services GitHub 4.8 🟢 Active AI platform integration
Video AI Insights Content & Creative GitHub 4.5 🟡 Stable Video content analysis
Video Analyzer Pro Content & Creative GitHub 4.6 🟢 Active Video technical analysis
Vitess MCP Connector Data & Databases GitHub 4.5 🟡 Stable Database sharding management
VS Code MCP Client Development Tools VS Code Marketplace 4.9 🟢 Active IDE deep integration
VS Code Development Extension Developer Resources VS Code Marketplace 4.8 🟢 Active MCP development dedicated tools
W
WebStorm MCP Tools Development Tools JetBrains Marketplace 4.5 🟢 Active Front-end development IDE
Whisper MCP Content & Creative GitHub 4.8 🟢 Active Speech-to-text AI
WireWheel MCP Business & Productivity GitHub 4.5 🟢 Active Privacy engineering platform
Workday MCP Tools Business & Productivity GitHub 4.7 🟢 Active HR and finance system
Workday Peakon MCP Business & Productivity GitHub 4.6 🟢 Active Employee experience platform
X
Xero MCP Business & Productivity GitHub 4.5 🟢 Active Accounting software integration
Y-Z
Zapier MCP Connector Business & Productivity GitHub 4.7 🟢 Active Automation platform integration
Zendesk AI MCP Business & Productivity GitHub 4.5 🟢 Active Intelligent customer service platform
zeroheight MCP Content & Creative GitHub 4.5 🟡 Stable Design system documentation
Zoho Inventory MCP Business & Productivity GitHub 4.4 🟡 Stable Inventory management system
Zoom MCP Business & Productivity GitHub 4.6 🟢 Active Video conferencing platform
Zsh MCP Plugin Development Tools GitHub 4.5 🟢 Active Shell environment enhancement

Data Source Citation:
The data in this report is compiled by AISOTA.com from public sources including GitHub, and various package manager statistics as of December 2025. It represents a snapshot of the ecosystem at a specific point in time. All financial figures are in USD.

This article was written by the author with the assistance of artificial intelligence (such as outlining, draft generation, and improving readability), and the final content was fully fact-checked and reviewed by the author.

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