MCP Toolkit

MCP Toolkit

A collection of production-ready MCP servers for PostgreSQL, SQLite, Redis, File System, and GitHub API, enabling database operations, file management, and GitHub interactions through natural language.

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README

MCP Toolkit

PyPI version Python Versions License: MIT CI codecov Downloads

A comprehensive collection of production-ready Model Context Protocol (MCP) servers for common tools and services.

Features

  • PostgreSQL Server - Query, insert, update, and manage PostgreSQL databases
  • SQLite Server - Lightweight SQLite database operations with full SQL support
  • Redis Server - Key-value operations, pub/sub, and data structure manipulation
  • File System Server - Secure file operations with sandboxing and access controls
  • GitHub API Server - Repository management, issues, PRs, and more via GitHub API

Installation

# Install from PyPI
pip install mcp-toolkit

# Or install specific servers only
pip install mcp-toolkit[postgres]
pip install mcp-toolkit[sqlite]
pip install mcp-toolkit[redis]
pip install mcp-toolkit[filesystem]
pip install mcp-toolkit[github]

# Install all servers
pip install mcp-toolkit[all]

Quick Start

PostgreSQL

from mcp_toolkit.servers.postgres import PostgreSQLServer

server = PostgreSQLServer(
    connection_string="postgresql://user:pass@localhost:5432/mydb"
)
server.run()

SQLite

from mcp_toolkit.servers.sqlite import SQLiteServer

server = SQLiteServer(database_path="./data.db")
server.run()

Redis

from mcp_toolkit.servers.redis import RedisServer

server = RedisServer(redis_url="redis://localhost:6379/0")
server.run()

File System

from mcp_toolkit.servers.filesystem import FilesystemServer

server = FilesystemServer(
    root_dir="/path/to/workspace",
    read_only=False
)
server.run()

GitHub API

from mcp_toolkit.servers.github import GitHubServer

server = GitHubServer(
    github_token="ghp_..."
)
server.run()

CLI Usage

# Run PostgreSQL server
mcp-toolkit postgres --connection-string "postgresql://localhost/mydb"

# Run SQLite server
mcp-toolkit sqlite --database ./data.db

# Run Redis server
mcp-toolkit redis --url redis://localhost:6379

# Run Filesystem server
mcp-toolkit filesystem --root ./workspace

# Run GitHub server
mcp-toolkit github --token $GITHUB_TOKEN

Configuration

Environment Variables

# PostgreSQL
POSTGRES_CONNECTION_STRING=postgresql://user:pass@localhost/db

# Redis
REDIS_URL=redis://localhost:6379/0

# GitHub
GITHUB_TOKEN=ghp_xxxxxxxxxxxx

Claude Desktop Configuration

Add to your Claude Desktop config (claude_desktop_config.json):

{
  "mcpServers": {
    "postgres": {
      "command": "mcp-toolkit",
      "args": ["postgres", "--connection-string", "postgresql://localhost/mydb"]
    },
    "redis": {
      "command": "mcp-toolkit",
      "args": ["redis", "--url", "redis://localhost:6379"]
    }
  }
}

API Reference

PostgreSQL Server

Tool Description
query Execute a SELECT query
execute Execute an INSERT/UPDATE/DELETE statement
list_tables List all tables in the database
describe_table Get table schema information
explain_query Get query execution plan

SQLite Server

Tool Description
query Execute a SELECT query
execute Execute an INSERT/UPDATE/DELETE statement
list_tables List all tables
describe_table Get table schema
vacuum Optimize database storage

Redis Server

Tool Description
get Get a key's value
set Set a key-value pair
delete Delete one or more keys
keys List keys matching a pattern
hget Get a hash field value
hset Set a hash field
lrange Get a list range
publish Publish a message to a channel

Filesystem Server

Tool Description
read_file Read file contents
write_file Write content to a file
list_directory List directory contents
create_directory Create a new directory
delete_file Delete a file
move_file Move/rename a file
search_files Search for files by pattern

GitHub Server

Tool Description
list_repos List user repositories
get_repo Get repository details
list_issues List repository issues
create_issue Create a new issue
list_prs List pull requests
get_file Get file contents from repo
search_code Search code across repos

Development

# Clone the repository
git clone https://github.com/exycfs/mcp-toolkit.git
cd mcp-toolkit

# Install development dependencies
pip install -e ".[dev]"

# Run tests
pytest

# Run linters
ruff check .
mypy src/

# Format code
ruff format .

Contributing

Contributions are welcome! Please read our Contributing Guidelines before submitting a Pull Request.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Acknowledgments

Support

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