PostgreSQL MCP Server - Enhanced

Last Updated December 8, 2025 - Production/Stable v1.2.0

Enterprise-grade PostgreSQL MCP server with enhanced security, comprehensive testing, AI-native database operations, intelligent meta-awareness, and guided workflows.

Wiki • Changelog • Release Article

Version 1.2.0 Tool Filtering 🎛️ (December 2025)

🎛️ NEW: Tool Filtering - Control which tools are exposed via POSTGRES_MCP_TOOL_FILTER environment variable
🎯 Client Compatibility - Stay under tool limits (Windsurf: 100, Cursor: ~80 warning threshold)
💰 Token Savings - Reduce tool schema overhead by 24-86% based on configuration
🔧 9 Tool Groups - Filter by category: core, json, text, stats, performance, vector, geo, backup, monitoring
⚡ Flexible Syntax - -group disables group, -tool disables specific tool, +tool re-enables
✅ Zero Breaking Changes - All 63 tools enabled by default, backward compatible

Common filters:

POSTGRES_MCP_TOOL_FILTER="-vector,-geo,-stats,-text" → 35 tools (44% savings)
POSTGRES_MCP_TOOL_FILTER="-vector,-geo" → 48 tools (24% savings)
POSTGRES_MCP_TOOL_FILTER="-json,-text,-stats,-performance,-vector,-geo,-backup,-monitoring" → 9 tools (86% savings)

📖 Tool Filtering Guide →

🔍 AI-Powered Documentation Search →

Can't find what you're looking for? Use our AI-powered search interface to search both PostgreSQL and SQLite MCP Server documentation:

🤖 Natural Language Queries - Ask questions in plain English
⚡ Instant Results - AI-enhanced answers with source attribution
📚 Comprehensive Coverage - Searches all 63 PostgreSQL tools + 73 SQLite tools
🎯 Smart Context - Understands technical questions and provides relevant examples

→ Try AI Search Now

Example queries: "How do I optimize PostgreSQL query performance?", "What PostGIS features are available?", "How do I use pgvector for semantic search?"

📚 Complete Documentation - Visit the Wiki →

For detailed documentation, examples, and guides, visit our comprehensive wiki:

Quick Start Guide - Get running in 30 seconds
Installation & Configuration - Detailed setup
All Tool Categories - 63 specialized tools
Security Best Practices - Production security
Troubleshooting - Common issues

📰 Read the v1.1.1 Release Article - Learn about enterprise features, AI-native operations, and intelligent meta-awareness

🚀 Quick Overview

63 specialized MCP tools + 10 intelligent resources + 10 guided prompts for PostgreSQL operations:

MCP Tools (63)

Core Database (9): Schema management, SQL execution, health monitoring
JSON Operations (11): JSONB operations, validation, security scanning
Text Processing (5): Similarity search, full-text search, fuzzy matching
Statistical Analysis (8): Descriptive stats, correlation, regression, time series
Performance Intelligence (6): Query optimization, index tuning, workload analysis
Vector/Semantic Search (8): Embeddings, similarity search, clustering
Geospatial (7): Distance calculation, spatial queries, GIS operations
Backup & Recovery (4): Backup planning, restore validation, scheduling
Monitoring & Alerting (5): Real-time monitoring, capacity planning, alerting

MCP Resources (10) - Database Meta-Awareness

database://schema: Complete schema with tables, columns, indexes
database://capabilities: Server capabilities and installed extensions
database://performance: Query performance metrics from pg_stat_statements
database://health: Comprehensive health status
database://extensions: Installed extensions with versions
database://indexes: Index usage statistics and recommendations
database://connections: Active connections and pool status
database://replication: Replication status and lag
database://vacuum: Vacuum status and transaction ID wraparound
database://locks: Current lock information
database://statistics: Table statistics quality

MCP Prompts (10) - Guided Workflows

optimize_query: Step-by-step query optimization
index_tuning: Comprehensive index analysis
database_health_check: Full health assessment
setup_pgvector: Complete pgvector setup guide
json_operations: JSONB best practices
performance_baseline: Establish performance baselines
backup_strategy: Design backup strategy
setup_postgis: PostGIS setup and usage
explain_analyze_workflow: Deep dive into EXPLAIN plans
extension_setup: Extension installation guide

Enhanced with pg_stat_statements, hypopg, pgvector, and PostGIS extensions.

📋 Prerequisites

PostgreSQL Database (version 13-18)
Python (version 3.12, 3.13, or 3.14)
Environment Variable: DATABASE_URI="postgresql://user:pass@host:5432/db"
MCP Client: Claude Desktop, Cursor, or compatible client

See Installation Guide for detailed setup instructions.

🚀 Quick Start

Docker (Recommended)

Step 1: Pull the image

docker pull writenotenow/postgres-mcp-enhanced:latest

Step 2: Run with your database connection

docker run -i --rm \
  -e DATABASE_URI="postgresql://user:pass@localhost:5432/db" \
  writenotenow/postgres-mcp-enhanced:latest \
  --access-mode=restricted

Python Installation

Step 1: Install the package

pip install postgres-mcp-enhanced

Step 2: Run the server

postgres-mcp --access-mode=restricted

From Source

Step 1: Clone the repository

git clone https://github.com/neverinfamous/postgres-mcp.git
cd postgres-mcp

Step 2: Install dependencies and run tests

uv sync
uv run pytest -v

📖 See Full Installation Guide →

⚡ Install to Cursor IDE

One-Click Installation

Click the button below to install directly into Cursor:

Or copy this deep link:

cursor://anysphere.cursor-deeplink/mcp/install?name=PostgreSQL%20Enterprise%20MCP%20Server&config=eyJkb2NrZXIuaW8vd3JpdGVub3Rlbm93L3Bvc3RncmVzLW1jcC1lbmhhbmNlZDp2MS4xLjEiOnsidHJhbnNwb3J0Ijp7InR5cGUiOiJzdGRpbyJ9fX0=

Prerequisites

✅ Docker installed and running
✅ PostgreSQL database (version 13-18)
✅ DATABASE_URI environment variable configured

Configuration

After installation, Cursor will use this Docker-based configuration. If you prefer manual setup, add this to your MCP client configuration:

{
  "docker.io/writenotenow/postgres-mcp-enhanced:v1.1.1": {
    "transport": {
      "type": "stdio"
    }
  }
}

📖 See Full Installation Guide →

🛡️ Security-First Design

Zero known vulnerabilities - Comprehensive security audit passed:

✅ SQL injection prevention with parameter binding
✅ 20+ security test cases covering all attack vectors
✅ Dual security modes (restricted/unrestricted)
✅ Advanced query validation
✅ CodeQL security scanning passing
✅ Pyright strict mode - 2,000+ type issues resolved, 100% type-safe codebase

Security Modes:

Restricted (Production): Read-only, query validation, resource limits
Unrestricted (Development): Full access with parameter binding protection

📖 Security Best Practices →

🏢 Enterprise Features

🔍 Real-Time Monitoring

Database health monitoring (indexes, connections, vacuum, buffer cache)
Query performance tracking via pg_stat_statements
Capacity planning and growth forecasting
Replication lag monitoring

⚡ Performance Optimization

AI-powered index tuning with DTA algorithms
Hypothetical index testing via hypopg (zero-risk)
Query plan analysis and optimization
Workload analysis and slow query detection

🧠 AI-Native Operations

Vector similarity search via pgvector
Geospatial operations via PostGIS
Semantic search and clustering
Natural language database interactions

📖 Explore All Features →

📊 Features Overview

MCP Tools (63)

Explore comprehensive documentation for each category:

Category	Tools	Documentation
Core Database	9	Core Tools →
JSON Operations	11	JSON Tools →
Text Processing	5	Text Tools →
Statistical Analysis	8	Stats Tools →
Performance Intelligence	6	Performance →
Vector/Semantic Search	8	Vector Search →
Geospatial	7	GIS Tools →
Backup & Recovery	4	Backup Tools →
Monitoring & Alerting	5	Monitoring →

MCP Resources (10) - NEW in v1.1.0! 🎉

Resources provide real-time database meta-awareness - AI can access these automatically without explicit tool calls:

Resource	Purpose	When to Use
database://schema	Complete database structure	Understanding database layout before queries
database://capabilities	Server features and extensions	Checking what operations are available
database://performance	Query performance metrics	Identifying slow queries proactively
database://health	Database health status	Proactive monitoring and issue detection
database://extensions	Extension inventory	Verifying required features are installed
database://indexes	Index usage statistics	Finding unused or missing indexes
database://connections	Connection pool status	Monitoring connection utilization
database://replication	Replication lag and status	Ensuring replica consistency
database://vacuum	Vacuum and wraparound status	Preventing transaction ID exhaustion
database://locks	Lock contention information	Diagnosing deadlocks and blocking
database://statistics	Statistics quality	Ensuring accurate query planning

💡 Key Benefit: Resources reduce token usage by providing cached context vs. repeated queries!

MCP Prompts (10) - NEW in v1.1.0! 🎉

Prompts provide guided workflows for complex operations - step-by-step instructions with examples:

Prompt	Purpose	Use Case
optimize_query	Query optimization workflow	Analyzing and improving slow queries
index_tuning	Index analysis and recommendations	Finding unused/missing/duplicate indexes
database_health_check	Comprehensive health assessment	Regular maintenance and monitoring
setup_pgvector	pgvector installation and setup	Implementing semantic search
json_operations	JSONB best practices	Optimizing JSON queries and indexes
performance_baseline	Baseline establishment	Setting up performance monitoring
backup_strategy	Backup planning and design	Designing enterprise backup strategy
setup_postgis	PostGIS installation and usage	Implementing geospatial features
explain_analyze_workflow	Deep plan analysis	Understanding query execution
extension_setup	Extension installation guide	Installing and configuring extensions

💡 Key Benefit: Prompts guide users through complex multi-step operations with PostgreSQL best practices!

📖 View Complete Documentation →

🔧 PostgreSQL Extensions

Required extensions for full functionality:

pg_stat_statements (built-in) - Query performance tracking
pg_trgm & fuzzystrmatch (built-in) - Text similarity
hypopg (optional) - Hypothetical index testing
pgvector (optional) - Vector similarity search
PostGIS (optional) - Geospatial operations

Quick Setup:

Run these commands in your PostgreSQL database:

CREATE EXTENSION IF NOT EXISTS pg_stat_statements;
CREATE EXTENSION IF NOT EXISTS pg_trgm;
CREATE EXTENSION IF NOT EXISTS fuzzystrmatch;

📖 Extension Setup Guide →

🎛️ Tool Filtering - NEW in v1.2.0!

Optimize tool count and token usage for your MCP client with intelligent filtering.

Why Tool Filtering?

✅ Stay under client limits - Windsurf (100 tools), Cursor (~80 warning threshold)
✅ Reduce token consumption - 24-86% reduction in tool schema overhead
✅ Remove unused tools - Disable tools requiring missing PostgreSQL extensions
✅ Faster AI discovery - Smaller tool sets mean faster tool selection
✅ Zero breaking changes - All 63 tools enabled by default

Quick Start

Set the POSTGRES_MCP_TOOL_FILTER environment variable:

# Windsurf (100-tool limit) - reduces to ~35 tools, saves ~5,600 tokens (44% reduction)
POSTGRES_MCP_TOOL_FILTER="-vector,-geo,-stats,-text"

# No pgvector/PostGIS installed - reduces to 48 tools, saves ~3,000 tokens (24% reduction)
POSTGRES_MCP_TOOL_FILTER="-vector,-geo"

# Core database only - reduces to 9 tools, saves ~10,800 tokens (86% reduction)
POSTGRES_MCP_TOOL_FILTER="-json,-text,-stats,-performance,-vector,-geo,-backup,-monitoring"

Filter Syntax

Syntax	Description	Example
`-group`	Disable all tools in a group	`-vector` disables 8 vector tools
`-tool`	Disable a specific tool	`-execute_sql` disables only execute_sql
`+tool`	Re-enable a tool after group disable	`+list_schemas` re-enables list_schemas

Rules process left-to-right - order matters!

Available Tool Groups

Group	Tool Count	Description
`core`	9	Schema management, SQL execution, health monitoring
`json`	11	JSONB operations, validation, security scanning
`text`	5	Similarity search, full-text search, fuzzy matching
`stats`	8	Descriptive stats, correlation, regression, time series
`performance`	6	Query optimization, index tuning, workload analysis
`vector`	8	Embeddings, similarity search, clustering (requires pgvector)
`geo`	7	Distance calculation, spatial queries (requires PostGIS)
`backup`	4	Backup planning, restore validation, scheduling
`monitoring`	5	Real-time monitoring, capacity planning, alerting

Total: 63 tools across 9 groups

Token Savings Calculator

Configuration	Tools	Tokens Saved	Savings %
No filtering	63	0	0%
`-vector,-geo,-stats,-text`	35	~5,600	44%
`-vector,-geo`	48	~3,000	24%
Core + JSON only	20	~8,600	68%
Core only	9	~10,800	86%

Based on ~200 tokens per tool definition (description + parameters)

MCP Client Configuration

Cursor / Claude Desktop:

{
  "mcpServers": {
    "postgres-mcp": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "-e", "DATABASE_URI", "-e", "POSTGRES_MCP_TOOL_FILTER",
               "writenotenow/postgres-mcp-enhanced:latest", "--access-mode=restricted"],
      "env": {
        "DATABASE_URI": "postgresql://user:pass@localhost:5432/db",
        "POSTGRES_MCP_TOOL_FILTER": "-vector,-geo,-stats,-text"
      }
    }
  }
}

Windsurf:

{
  "mcpServers": {
    "postgres-mcp": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "-e", "DATABASE_URI", "-e", "POSTGRES_MCP_TOOL_FILTER",
               "writenotenow/postgres-mcp-enhanced:latest", "--access-mode=restricted"],
      "env": {
        "DATABASE_URI": "postgresql://user:pass@localhost:5432/db",
        "POSTGRES_MCP_TOOL_FILTER": "-vector,-geo,-stats,-text"
      }
    }
  }
}

Tip: Omit POSTGRES_MCP_TOOL_FILTER to enable all 63 tools (default behavior)

Common Use Cases

# Analytics focus - keep stats/performance, remove spatial
POSTGRES_MCP_TOOL_FILTER="-vector,-geo,-backup"

# Read-only operations - disable execute_sql
POSTGRES_MCP_TOOL_FILTER="-execute_sql"

# CI/CD pipelines - core operations only
POSTGRES_MCP_TOOL_FILTER="-backup,-monitoring"

# Development - all tools except missing extensions
POSTGRES_MCP_TOOL_FILTER="-vector,-geo"

📖 Complete Tool Filtering Guide →

🆕 Recent Updates

Version 1.2.0 Tool Filtering 🎛️ (December 2025)

🎛️ NEW: Tool Filtering - Control which tools are exposed via POSTGRES_MCP_TOOL_FILTER environment variable
🎯 Client Compatibility - Stay under tool limits (Windsurf: 100, Cursor: ~80 warning threshold)
💰 Token Savings - Reduce tool schema overhead by 24-86% based on configuration
🔧 9 Tool Groups - Filter by category: core, json, text, stats, performance, vector, geo, backup, monitoring
⚡ Flexible Syntax - -group disables group, -tool disables specific tool, +tool re-enables
✅ Zero Breaking Changes - All 63 tools enabled by default, backward compatible

Common filters:

POSTGRES_MCP_TOOL_FILTER="-vector,-geo,-stats,-text" → 35 tools (44% savings)
POSTGRES_MCP_TOOL_FILTER="-vector,-geo" → 48 tools (24% savings)
POSTGRES_MCP_TOOL_FILTER="-json,-text,-stats,-performance,-vector,-geo,-backup,-monitoring" → 9 tools (86% savings)

📖 Tool Filtering Guide →

Version 1.1.1 Security Patch 🔒 (December 6, 2025)

🔒 Security Fixes: Updated critical dependencies to address vulnerabilities
- urllib3 upgraded to 2.6.0 (fixes CVE-2025-66471, CVE-2025-66418)
- mcp upgraded to 1.23.1 (fixes CVE-2025-66416)
🐍 Python 3.13 Upgrade: Docker images now use Python 3.13
- Aligned with SQLite MCP Server for consistency
- Better performance and improved features
- Local development supports Python 3.12, 3.13, and 3.14
📦 Dependency Updates: All packages updated to latest stable versions
- Improved compatibility and performance
- Enhanced reliability and security posture
✅ Tested: All 60 security tests passing
🐳 Docker: Updated to Python 3.13 with latest security patches

Version 1.1.0 Release 🎉 (October 4, 2025)

🌟 NEW: MCP Resources (10): Real-time database meta-awareness
- Instant access to schema, capabilities, performance, health
- Reduces token usage by providing cached context
- AI can access database state without explicit queries
🌟 NEW: MCP Prompts (10): Guided workflows for complex operations
- Step-by-step query optimization workflow
- Comprehensive index tuning guide
- Complete database health assessment
- pgvector and PostGIS setup guides
- JSONB best practices and optimization
✨ Intelligent Assistant: Transforms from tool collection to database expert
- Proactive optimization suggestions
- Context-aware recommendations
- PostgreSQL-specific best practices
🔒 Code Quality: Pyright strict mode compliance
- Resolved 2,000+ type issues
- 100% type-safe codebase
- Enhanced reliability and maintainability
📦 Zero Breaking Changes: All existing tools work unchanged

Version 1.0.0 Release 🎉 (October 3, 2025)

Production Ready: Enterprise-grade PostgreSQL MCP server
63 Specialized Tools: Complete feature set across 9 categories
Zero Known Vulnerabilities: Comprehensive security audit passed
Type Safety: Pyright strict mode compliance
Multi-Platform: Windows, Linux, macOS (amd64, arm64)

Phase 5 Complete ✅ (October 3, 2025)

Backup & Recovery: 4 new tools for enterprise backup planning
Monitoring & Alerting: 5 new tools for real-time monitoring
All 63 Tools Ready: Complete Phase 5 implementation

Phase 4 Complete ✅ (October 3, 2025)

Vector Search: 8 tools with pgvector integration
Geospatial: 7 tools with PostGIS integration
Extension Support: pgvector v0.8.0, PostGIS v3.5.0

Phase 3 Complete ✅ (October 3, 2025)

Statistical Analysis: 8 advanced statistics tools
Performance Intelligence: 6 optimization tools

📖 Configuration

Claude Desktop

{
  "mcpServers": {
    "postgres-mcp": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "-e", "DATABASE_URI", 
               "writenotenow/postgres-mcp-enhanced:latest", "--access-mode=restricted"],
      "env": {
        "DATABASE_URI": "postgresql://user:pass@localhost:5432/db"
      }
    }
  }
}

Cursor IDE

{
  "mcpServers": {
    "postgres-mcp": {
      "command": "postgres-mcp",
      "args": ["--access-mode=restricted"],
      "env": {
        "DATABASE_URI": "postgresql://user:pass@localhost:5432/db"
      }
    }
  }
}

📖 MCP Configuration Guide →

🔧 Troubleshooting

Common Issues:

Connection Refused: Verify PostgreSQL is running with pg_isready
Extension Not Found: Install required extensions (see Extension Setup)
Permission Denied: Check database user permissions
MCP Server Not Found: Validate MCP client configuration

📖 Full Troubleshooting Guide →

🧪 Testing

Run all tests:

uv run pytest -v

Security tests:

python security/run_security_test.py

With coverage:

uv run pytest --cov=src tests/

Test Results:

✅ Security: 20/20 passed (100% protection)
✅ SQL Injection: All vectors blocked
✅ Integration: All operations validated
✅ Type Safety: Pyright strict mode (2,000+ issues resolved)
✅ Compatibility: PostgreSQL 13-18 supported

🏆 Why Choose This Server?

✅ Zero Known Vulnerabilities - Comprehensive security audit passed
✅ Pyright Strict Mode - 2,000+ type issues resolved, 100% type-safe codebase
✅ Enterprise-Grade - Production-ready with advanced features
✅ 63 Specialized Tools - Complete database operation coverage
✅ 10 Intelligent Resources - Real-time database meta-awareness (NEW in v1.1.0!)
✅ 10 Guided Prompts - Step-by-step workflows for complex operations (NEW in v1.1.0!)
✅ AI Assistant Capabilities - Proactive optimization and recommendations
✅ Real-Time Analytics - pg_stat_statements integration
✅ AI-Native - Vector search, semantic operations, ML-ready
✅ Active Maintenance - Regular updates and security patches
✅ Comprehensive Documentation - 16-page wiki with examples

🔗 Links

📚 Complete Wiki - Full documentation
📝 GitHub Gists - 7 practical examples and use cases
🛡️ Security Policy - Vulnerability reporting
🤝 Contributing - Development guidelines
🐳 Docker Hub - Container images
📦 PyPI Package - Python package

GitHub Gists - Practical Examples:

Complete Feature Showcase - All 63 tools with comprehensive examples
Security Best Practices - SQL injection prevention and production security
Performance Intelligence - Query optimization and index tuning strategies
Vector/Semantic Search - pgvector integration and AI-native operations
Enterprise Monitoring - Real-time monitoring and alerting workflows
Geospatial Operations - PostGIS integration and spatial queries
JSON/JSONB Operations - Advanced JSONB operations and validation

📈 Project Stats

Version 1.1.1 - Security patch + Python 3.14 support (December 6, 2025)
63 MCP Tools across 9 categories
10 MCP Resources - Database meta-awareness (NEW!)
10 MCP Prompts - Guided workflows (NEW!)
100% Type Safe - Pyright strict mode (2,000+ issues resolved)
Zero Known Vulnerabilities - Security audit passed (Python deps)
Zero Linter Errors - Clean codebase with comprehensive type checking
PostgreSQL 13-18 - Full compatibility
Python 3.12-3.14 - Full compatibility with latest Python
Multi-platform - Windows, Linux, macOS (amd64, arm64)
7,500+ lines - 14 modules, comprehensive implementation

📄 License & Security

License: MIT - see LICENSE file
Security: Report vulnerabilities to admin@adamic.tech
Contributing: See CONTRIBUTING.md

Enterprise-grade PostgreSQL MCP server with comprehensive security, real-time analytics, and AI-native operations.

Name		Name	Last commit message	Last commit date
Latest commit History 247 Commits
.github		.github
releases		releases
security		security
src/postgres_mcp		src/postgres_mcp
tests		tests
.basedpyright.json		.basedpyright.json
.gitignore		.gitignore
.python-version		.python-version
CHANGELOG.md		CHANGELOG.md
CODE_OF_CONDUCT.md		CODE_OF_CONDUCT.md
CONTRIBUTING.md		CONTRIBUTING.md
DOCKER_README.md		DOCKER_README.md
Dockerfile		Dockerfile
LICENSE		LICENSE
README.md		README.md
SECURITY.md		SECURITY.md
devenv.lock		devenv.lock
devenv.nix		devenv.nix
devenv.yaml		devenv.yaml
docker-entrypoint.sh		docker-entrypoint.sh
pyproject.toml		pyproject.toml
pyrightconfig.json		pyrightconfig.json
server.json		server.json
start_local_server.py		start_local_server.py
uv.lock		uv.lock

License

neverinfamous/postgres-mcp

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PostgreSQL MCP Server - Enhanced

Version 1.2.0 Tool Filtering 🎛️ (December 2025)

🔍 AI-Powered Documentation Search →

📚 Complete Documentation - Visit the Wiki →

🚀 Quick Overview

MCP Tools (63)

MCP Resources (10) - Database Meta-Awareness

MCP Prompts (10) - Guided Workflows

📋 Prerequisites

🚀 Quick Start

Docker (Recommended)

Python Installation

From Source

⚡ Install to Cursor IDE

One-Click Installation

Prerequisites

Configuration

🛡️ Security-First Design

🏢 Enterprise Features

🔍 Real-Time Monitoring

⚡ Performance Optimization

🧠 AI-Native Operations

📊 Features Overview

MCP Tools (63)

MCP Resources (10) - NEW in v1.1.0! 🎉

MCP Prompts (10) - NEW in v1.1.0! 🎉

🔧 PostgreSQL Extensions

🎛️ Tool Filtering - NEW in v1.2.0!

Why Tool Filtering?

Quick Start

Filter Syntax

Available Tool Groups

Token Savings Calculator

MCP Client Configuration

Common Use Cases

🆕 Recent Updates

Version 1.2.0 Tool Filtering 🎛️ (December 2025)

Version 1.1.1 Security Patch 🔒 (December 6, 2025)

Version 1.1.0 Release 🎉 (October 4, 2025)

Version 1.0.0 Release 🎉 (October 3, 2025)

Phase 5 Complete ✅ (October 3, 2025)

Phase 4 Complete ✅ (October 3, 2025)

Phase 3 Complete ✅ (October 3, 2025)

📖 Configuration

Claude Desktop

Cursor IDE

🔧 Troubleshooting

🧪 Testing

🏆 Why Choose This Server?

🔗 Links

📈 Project Stats

📄 License & Security

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