MCP Environment

Scale Gymnasium provides 45+ MCP (Model Context Protocol) servers with over 300 tools for agent interactions. All servers operate offline with mock data, except for Brave Search which requires an API key and internet connection.

Server Categories

Local Custom Servers

31 custom-built Python/Typescript servers

Python Packages

6 open source PyPI packages

NPM Packages

6 open source Node.js packages

By Domain

Domain	Servers
Productivity	Calendar, Reminder, Email
Business	QuickBooks, Hubspot CRM, Contacts, Airtable, Linear, Notion, Zendesk, Slack
Travel & Booking	Airbnb, Flights, Apartment
Development	Git, MCP Code Executor, MCP Server Code Runner, Desktop Commander, MongoDB, CLI MCP Server
Content	Office (Word/Excel/PowerPoint), Filesystem
Utilities	Calculator, Memory, Weather
Information	City, Finance Engine, Brave Search

Local Custom Servers

Custom-built MCP servers providing domain-specific functionality.

📅 Calendar

Calendar event management system with full CRUD operations for scheduling.Key Features:

Create, read, update, and delete calendar events
Search events by time range, tags, and keywords
Support for attendees, locations, and descriptions
Uses Unix timestamps with UTC timezone

Tool	Description	Required Arguments
`add_calendar_event`	Add a new calendar event	`title` (str), `start_datetime` (str: YYYY-MM-DD HH:MM:SS), `end_datetime` (str)
`get_calendar_event`	Retrieve event by ID	`event_id` (str)
`delete_calendar_event`	Delete an event	`event_id` (str)
`edit_calendar_event`	Update event details	`event_id` (str) + optional fields
`get_calendar_events_from_to`	Get events in date range	`start_datetime` (str), `end_datetime` (str)
`read_today_calendar_events`	Get today’s events	None
`get_all_tags`	List all event tags	None
`get_calendar_events_by_tag`	Filter events by tag	`tag` (str)
`search_events`	Search events by query	`query` (str)

⏰ Reminder

Reminder management system with repetition support.Key Features:

Add reminders with due dates
Optional repetition intervals (second, minute, hour, day, week, month)
Automatic repetition generation (up to 12 weeks, max 100 repetitions)

Tool	Description	Required Arguments
`add_reminder`	Create a new reminder	`title` (str), `due_date` (str)
`delete_reminder`	Delete a reminder	`reminder_id` (str)
`delete_all_reminders`	Clear all reminders	None
`get_all_reminders`	List all reminders	None
`get_due_reminders`	Get reminders due now	None

💰 QuickBooks

Accounting system simulating QuickBooks functionality for financial record management.Key Features:

Manage invoices, bills, customers, and vendors
Account management and categorization
Search and filter capabilities

Tool	Description	Required Arguments
`create_invoice`	Create a new invoice	`customer_id` (str), `items` (list)
`read_invoice`	Get invoice details	`invoice_id` (str)
`search_invoices`	Search invoices	`query` (str)
`create_bill`	Create a new bill	`vendor_id` (str), `items` (list)
`get_bill`	Get bill details	`bill_id` (str)
`search_bills`	Search bills	`query` (str)
`create_customer`	Add new customer	`name` (str), `email` (str)
`get_customer`	Get customer details	`customer_id` (str)
`search_customers`	Search customers	`query` (str)
`create_vendor`	Add new vendor	`name` (str)
`get_vendor`	Get vendor details	`vendor_id` (str)
`search_vendors`	Search vendors	`query` (str)
`create_account`	Create chart of accounts entry	`name` (str), `type` (str)
`search_accounts`	Search accounts	`query` (str)
`update_account`	Update account	`account_id` (str)

👥 CRM

Customer Relationship Management system for managing contacts, companies, deals, leads, and engagements.Key Features:

Manage contacts and companies
Track deals through sales stages
Lead management with ratings (hot, warm, cold)
Record engagements (emails, calls, notes)

Deal Stages: appointmentscheduled, qualifiedtobuy, presentationscheduled, decisionmakerboughtin, contractsent, closedwon, closedlost

Tool	Description	Required Arguments
`search_contacts`	Search contacts by name	`full_name` (str)
`get_contact`	Get contact by ID	`id` (str)
`create_contact`	Create new contact	`full_name` (str), `email` (str)
`delete_contact`	Delete contact	`id` (str)
`search_companies`	Search companies	`name` (str)
`get_company`	Get company by ID	`id` (str)
`create_company`	Create new company	`name` (str)
`delete_company`	Delete company	`id` (str)
`search_deals`	Search deals	`dealname` (str) or `company_id` (str)
`get_deal`	Get deal by ID	`id` (str)
`create_deal`	Create new deal	`dealname` (str), `dealstage` (str)
`update_deal_stage`	Update deal stage	`id` (str), `dealstage` (str)
`delete_deal`	Delete deal	`id` (str)
`create_lead`	Create new lead	`full_name` (str), `email` (str)
`search_leads`	Search leads	`full_name` (str) or `company_id` (str)
`get_lead`	Get lead by ID	`id` (str)
`delete_lead`	Delete lead	`id` (str)
`create_engagement`	Create engagement	`engagement_type` (EMAIL\|CALL\|NOTE), `body` (str)
`list_engagements`	List engagements	Optional: `contact_ids`, `company_ids`
`delete_engagement`	Delete engagement	`id` (str)

📇 Contacts

Contact management system for storing and retrieving personal and business contacts.Key Features:

Store contact information (name, email, phone, address)
Search contacts by various fields
Support for tags and metadata

Tool	Description	Required Arguments
`add_new_contact`	Add a new contact	`name` (str), `email` (str)
`get_contact`	Get contact by ID	`contact_id` (str)
`get_contacts`	List all contacts	Optional: `offset`, `limit`
`edit_contact`	Update contact	`contact_id` (str) + fields to update
`delete_contact`	Delete contact	`contact_id` (str)
`search_contacts`	Search contacts	`query` (str)
`get_current_user_details`	Get current user info	None

📈 Finance Engine

Stock market information server providing S&P 500 company information and price history.Key Features:

S&P 500 ticker information (500+ companies)
Historical price data (OHLCV format)
2 years of data (Oct 2023 - Oct 2025)

Tool	Description	Required Arguments
`get_ticker_info`	Get company info by ticker	`ticker` (str)
`get_price_history`	Get historical prices	`ticker` (str), `start_date` (str), `end_date` (str)
`search_quotes`	Search by company name	`query` (str)
`get_top`	Get top performers	Optional: `sector` (str), `limit` (int)

🛒 Shopping

E-commerce platform for managing shopping carts and product catalogs.Key Features:

Product catalog with categories and variants
Shopping cart management
Order placement and tracking
Discount code support

Tool	Description	Required Arguments
`list_all_products`	List product catalog	Optional: `offset`, `limit`
`get_product_details`	Get product info	`product_id` (str)
`search_product`	Search products	`product_name` (str)
`add_to_cart`	Add item to cart	`item_id` (str), `quantity` (int)
`remove_from_cart`	Remove from cart	`item_id` (str), `quantity` (int)
`list_cart`	View cart contents	None
`checkout`	Process order	Optional: `discount_code` (str)
`get_discount_code_info`	Check discount code	`discount_code` (str)
`get_all_discount_codes`	List all discounts	None
`list_orders`	List all orders	None
`get_order_details`	Get order info	`order_id` (str)
`cancel_order`	Cancel an order	`order_id` (str)

🏠 Apartment

Apartment rental search and management system.Key Features:

Search apartments by location, price, amenities
103 apartments across 33 UK cities
Filter by bedrooms, bathrooms, square footage

Tool	Description	Required Arguments
`search_apartments`	Search listings	`city` (str) or other filters
`list_all_apartments`	List all apartments	Optional: `offset`, `limit`
`get_apartment_details`	Get apartment info	`apartment_id` (str)
`save_apartment`	Save to favorites	`apartment_id` (str)
`remove_saved_apartment`	Remove from favorites	`apartment_id` (str)
`list_saved_apartments`	View saved apartments	None

🏙️ City

Crime statistics API for UK postcodes with rate limiting.Key Features:

Query crime stats by postcode
89 UK postcodes across 13 cities
API rate limiting (100 calls per 30 minutes)

Tool	Description	Required Arguments
`get_crime_rate`	Get crime stats for postcode	`postcode` (str)
`get_api_call_count`	Check current usage	None
`get_api_call_limit`	Check rate limit	None

⚙️ System

System information and utility server.Key Features:

Get current date and time
Timezone conversions
System information

Tool	Description	Required Arguments
`get_current_time`	Get current datetime	Optional: `timezone` (str)
`wait_for_notification`	Wait for event	`timeout` (int)

✉️ Email

Email client for sending, receiving, and managing emails.Key Features:

Folder management (Inbox, Sent, Drafts, Trash)
Search, reply, and forward capabilities
Attachment support

Tool	Description	Required Arguments
`list_emails`	List emails in folder	Optional: `folder_name`, `offset`, `limit`
`get_email_by_id`	Get email by ID	`email_id` (str)
`get_email_by_index`	Get email by index	`idx` (int)
`send_email`	Send new email	`recipients` (list), `subject` (str), `content` (str)
`reply_to_email`	Reply to email	`email_id` (str), `content` (str)
`forward_email`	Forward email	`email_id` (str), `recipients` (list)
`move_email`	Move between folders	`email_id` (str), `from_folder` (str), `to_folder` (str)
`delete_email`	Delete email	`email_id` (str)
`search_emails`	Search emails	`query` (str)

📁 Filesystem

Filesystem operations server for file and directory management.Key Features:

File CRUD operations
Directory listing and navigation
File search and metadata

Tool	Description	Required Arguments
`read_file`	Read file contents	`path` (str)
`write_file`	Write to file	`path` (str), `content` (str)
`delete_file`	Delete a file	`path` (str)
`copy_file`	Copy a file	`source` (str), `destination` (str)
`move_file`	Move/rename file	`source` (str), `destination` (str)
`list_directory`	List directory contents	`path` (str)
`create_directory`	Create directory	`path` (str)
`delete_directory`	Delete directory	`path` (str)
`get_file_info`	Get file metadata	`path` (str)

📊 Airtable

Database system simulating Airtable’s functionality.Key Features:

Full CRUD on databases, tables, records
Dynamic field creation and schema management
Complex queries and filtering

Tool	Description	Required Arguments
`list_bases`	List all bases	None
`list_tables`	List tables in base	`base_id` (str)
`describe_table`	Get table schema	`base_id` (str), `table_id` (str)
`create_table`	Create new table	`base_id` (str), `name` (str), `fields` (list)
`update_table`	Update table	`base_id` (str), `table_id` (str)
`list_records`	List records	`base_id` (str), `table_id` (str)
`get_record`	Get single record	`base_id` (str), `table_id` (str), `record_id` (str)
`create_record`	Create record	`base_id` (str), `table_id` (str), `fields` (dict)
`update_records`	Update records	`base_id` (str), `table_id` (str), `records` (list)
`delete_records`	Delete records	`base_id` (str), `table_id` (str), `record_ids` (list)
`search_records`	Search records	`base_id` (str), `table_id` (str), `query` (str)
`create_field`	Add field to table	`base_id` (str), `table_id` (str), `field` (dict)
`update_field`	Update field	`base_id` (str), `table_id` (str), `field_id` (str)

📋 Linear

Project management system simulating Linear’s issue tracking.Key Features:

Issue management with states
Projects and team organization
Comments and discussions

Issue States: backlog, todo, in-progress, done, cancelled

Tool	Description	Required Arguments
`create_issue`	Create new issue	`title` (str), `team_id` (str)
`get_issue`	Get issue details	`issue_id` (str)
`list_issues`	List issues	Optional: `team_id`, `project_id`
`update_issue`	Update issue	`issue_id` (str) + fields
`create_project`	Create project	`name` (str), `team_id` (str)
`get_project`	Get project details	`project_id` (str)
`list_projects`	List projects	Optional: `team_id`
`update_project`	Update project	`project_id` (str) + fields
`create_team`	Create team	`name` (str)
`get_team`	Get team details	`team_id` (str)
`list_teams`	List all teams	None
`create_user`	Create user	`name` (str), `email` (str)
`get_user`	Get user details	`user_id` (str)
`list_users`	List all users	None
`create_comment`	Add comment	`issue_id` (str), `body` (str)
`list_comments`	List comments	`issue_id` (str)

📝 Notion

Workspace system replicating Notion’s pages and databases.Key Features:

Page hierarchy and navigation
Database management
Block-based content
Rich filtering and sorting

Tool	Description	Required Arguments
`create-a-page`	Create new page	`parent` (dict), `properties` (dict)
`retrieve-a-page`	Get page	`page_id` (str)
`update-a-page`	Update page	`page_id` (str), `properties` (dict)
`retrieve-a-page-property`	Get page property	`page_id` (str), `property_id` (str)
`create-a-database`	Create database	`parent` (dict), `properties` (dict)
`retrieve-a-database`	Get database	`database_id` (str)
`update-a-database`	Update database	`database_id` (str)
`post-database-query`	Query database	`database_id` (str)
`retrieve-a-block`	Get block	`block_id` (str)
`create-a-comment`	Add comment	`parent` (dict), `rich_text` (list)
`retrieve-a-comment`	Get comment	`comment_id` (str)
`post-search`	Search workspace	`query` (str)
`get-user`	Get user	`user_id` (str)
`get-users`	List users	None
`get-self`	Get current user	None
`create-user`	Create user	`name` (str), `email` (str)

🎫 Zendesk

Customer support ticketing system.Key Features:

Ticket management with states and priorities
User roles (end-user, agent, admin)
Comments and conversation threads
Multi-channel support

Ticket States: new, open, pending, solved, closedPriorities: low, normal, high, urgent

Tool	Description	Required Arguments
`create-ticket`	Create ticket	`subject` (str), `description` (str)
`get-ticket`	Get ticket details	`ticket_id` (str)
`get-tickets`	List tickets	Optional: `status`, `priority`
`update-ticket`	Update ticket	`ticket_id` (str) + fields
`assign-ticket`	Assign to agent	`ticket_id` (str), `agent_id` (str)
`get-unassigned-tickets`	List unassigned	None
`get-my-tickets`	Get user’s tickets	None
`get-tickets-by-tag`	Filter by tag	`tag` (str)
`get-ticket-stats`	Get statistics	None
`create-ticket-comment`	Add comment	`ticket_id` (str), `body` (str)
`get-ticket-comments`	List comments	`ticket_id` (str)
`update-comment`	Update comment	`comment_id` (str), `body` (str)
`delete-comment`	Delete comment	`comment_id` (str)
`get-user`	Get user	`user_id` (str)
`get-users`	List users	None
`get-agents`	List agents	None
`get-current-user`	Get current user	None
`get-tags`	List all tags	None

💼 Slack

Team communication platform with channels and messages.Language: TypeScript (Node.js)

Tool	Description	Required Arguments
`channels_list`	List all channels	None
`conversations_history`	Get message history	`channel` (str)
`conversations_replies`	Get thread replies	`channel` (str), `ts` (str)
`conversations_search_messages`	Search messages	`query` (str)
`conversations_add_message`	Post message	`channel` (str), `text` (str)

🌤️ Weather

Weather information service with forecasts and alerts.Language: TypeScript (Node.js)Key Features:

Current weather and 14+ day forecasts
Historical data, hourly data
Alerts, air quality, astronomy data

Tool	Description	Required Arguments
`forecast_future`	Get future forecast	`location` (str), `date` (str)
`history`	Get historical weather	`location` (str), `date` (str)
`alerts`	Get weather alerts	`location` (str)
`airquality`	Get air quality	`location` (str)
`astronomy`	Get astronomy data	`location` (str)
`sports`	Get sports weather	`location` (str)
`timezone`	Get timezone info	`location` (str)
`search_lat_long`	Search by coordinates	`lat` (float), `long` (float)

🏨 Airbnb

Vacation rental property search with dynamically generated listings.Key Features:

147,000+ cities worldwide (dynamically generated)
Price calculation based on location and property type
Availability checking and guest validation

Tool	Description	Required Arguments
`search`	Search listings	`city` (str), `country_code` (str)
`listing_details`	Get listing info	`id` (str)

Optional search filters: checkin, checkout, adults, children, infants, pets, min_price, max_price, offset, limit

✈️ Flights

Flight search system with realistic routing and scheduling.Key Features:

One-way and round-trip searches
Cabin classes: economy, business, first
Dynamic pricing based on route
Most airports worldwide (dynamically generated)

Tool	Description	Required Arguments
`search_flights`	Search flights	`origin` (str: 3-letter code), `destination` (str), `departure_date` (str: YYYY-MM-DD)
`search_airport_codes`	Find airport codes	`query` (str)

Optional search_flights arguments: trip_type, return_date, passengers, cabin_class, carry_on_bag, checked_bags, offset, limit

Open Source Python Packages

Installed via PyPI and run using uvx.

🔢 Calculator

Package: mcp-server-calculatorMathematical expression evaluator with operators, trigonometry, and logarithmic functions.

Tool	Description	Required Arguments
`calculate`	Evaluate math expression	`expression` (str)

Supports: +, -, *, /, ^, %, sin, cos, tan, log, exp, pi, e

🔀 Git

Package: mcp-server-gitGit repository operations for version control management.Sample repos available at /data/repos/

Tool	Description	Required Arguments
`git_status`	Get repo status	`repo_path` (str)
`git_log`	Get commit history	`repo_path` (str)
`git_diff`	Show differences	`repo_path` (str)
`git_diff_staged`	Show staged changes	`repo_path` (str)
`git_diff_unstaged`	Show unstaged changes	`repo_path` (str)
`git_add`	Stage files	`repo_path` (str), `files` (list)
`git_commit`	Commit changes	`repo_path` (str), `message` (str)
`git_branch`	List branches	`repo_path` (str)
`git_create_branch`	Create branch	`repo_path` (str), `branch_name` (str)
`git_checkout`	Switch branch	`repo_path` (str), `branch` (str)
`git_show`	Show commit	`repo_path` (str), `ref` (str)
`git_init`	Initialize repo	`path` (str)

📊 Office Excel

Package: excel-mcp-serverExcel spreadsheet operations for .xlsx files.

Tool	Description	Required Arguments
`create_workbook`	Create new workbook	`path` (str)
`read_data_from_excel`	Read cell range	`path` (str), `range` (str)
`write_data_to_excel`	Write data	`path` (str), `range` (str), `data` (list)
`create_worksheet`	Add worksheet	`path` (str), `name` (str)
`delete_worksheet`	Remove worksheet	`path` (str), `name` (str)
`copy_worksheet`	Copy worksheet	`path` (str), `source` (str), `dest` (str)
`rename_worksheet`	Rename worksheet	`path` (str), `old_name` (str), `new_name` (str)
`apply_formula`	Set formula	`path` (str), `cell` (str), `formula` (str)
`create_chart`	Add chart	`path` (str), `chart_type` (str), `data_range` (str)
`create_pivot_table`	Create pivot table	`path` (str), `source_range` (str)
`format_range`	Format cells	`path` (str), `range` (str), `format` (dict)
`merge_cells`	Merge cell range	`path` (str), `range` (str)
`get_workbook_metadata`	Get workbook info	`path` (str)

📄 Office Word

Package: office-word-mcp-serverMicrosoft Word document operations for .docx files.

Tool	Description	Required Arguments
`create_document`	Create new document	`path` (str)
`get_document_text`	Extract text	`path` (str)
`get_document_info`	Get document metadata	`path` (str)
`add_paragraph`	Add paragraph	`path` (str), `text` (str)
`add_heading`	Add heading	`path` (str), `text` (str), `level` (int)
`add_table`	Add table	`path` (str), `rows` (int), `cols` (int)
`add_picture`	Insert image	`path` (str), `image_path` (str)
`add_page_break`	Insert page break	`path` (str)
`search_and_replace`	Find and replace	`path` (str), `find` (str), `replace` (str)
`format_text`	Apply formatting	`path` (str), `range` (str), `format` (dict)
`convert_to_pdf`	Export as PDF	`path` (str), `output_path` (str)

📽️ Office PowerPoint

Package: office-powerpoint-mcp-serverPowerPoint presentation operations for .pptx files.

Tool	Description	Required Arguments
`create_presentation`	Create new presentation	`path` (str)
`open_presentation`	Open presentation	`path` (str)
`get_presentation_info`	Get presentation metadata	`path` (str)
`add_slide`	Add new slide	`path` (str), `layout` (str)
`get_slide_info`	Get slide details	`path` (str), `slide_index` (int)
`add_bullet_points`	Add bullet list	`path` (str), `slide_index` (int), `points` (list)
`add_table`	Add table	`path` (str), `slide_index` (int), `data` (list)
`add_chart`	Add chart	`path` (str), `slide_index` (int), `chart_type` (str)
`add_shape`	Add shape	`path` (str), `slide_index` (int), `shape_type` (str)
`manage_text`	Manage text elements	`path` (str), `slide_index` (int)
`apply_slide_template`	Apply template	`path` (str), `template` (str)

💻 CLI MCP Server

Package: cli-mcp-serverSafe command-line interface with restricted commands.Allowed Commands: ls, cat, findWorking Directory: /data

Tool	Description	Required Arguments
`run_command`	Execute allowed command	`command` (str)
`show_security_rules`	Show allowed commands	None

Open Source NPM Packages

Installed via npm and run using npx or node.

🧠 Memory

Package: @modelcontextprotocol/server-memoryKnowledge graph memory system for maintaining context.

Tool	Description	Required Arguments
`create_entities`	Create entity nodes	`entities` (list)
`create_relations`	Create relationships	`relations` (list)
`add_observations`	Add observations	`observations` (list)
`delete_entities`	Remove entities	`entity_names` (list)
`delete_relations`	Remove relationships	`relations` (list)
`delete_observations`	Remove observations	`deletions` (list)
`read_graph`	Read entire graph	None
`search_nodes`	Search nodes	`query` (str)
`open_nodes`	Open specific nodes	`names` (list)

🐍 MCP Code Executor

Package: @geobio/code_execution_serverPython code execution with virtual environment isolation.Workspace: /data/repos/mcp_code_executor_workspace

Tool	Description	Required Arguments
`execute_code`	Run Python code	`code` (str)
`execute_code_file`	Run Python file	`file_path` (str)
`initialize_code_file`	Create code file	`file_path` (str), `content` (str)
`append_to_code_file`	Append to file	`file_path` (str), `content` (str)
`read_code_file`	Read code file	`file_path` (str)
`install_dependencies`	Install packages	`packages` (list)
`check_installed_packages`	List packages	None
`get_environment_config`	Get env config	None
`configure_environment`	Set env config	`config` (dict)

▶️ MCP Server Code Runner

Package: mcp-server-code-runnerMulti-language code execution.Supported: Python, JavaScript/Node.js, Shell

Tool	Description	Required Arguments
`run-code`	Execute code	`language` (str), `code` (str)

🖥️ Desktop Commander

Package: @wonderwhy-er/desktop-commanderDesktop automation and system control.

Tool	Description	Required Arguments
`read_file`	Read file	`path` (str)
`read_multiple_files`	Read multiple files	`paths` (list)
`write_file`	Write file	`path` (str), `content` (str)
`edit_block`	Edit file section	`path` (str), `old_text` (str), `new_text` (str)
`list_directory`	List directory	`path` (str)
`create_directory`	Create directory	`path` (str)
`move_file`	Move file	`source` (str), `destination` (str)
`search_files`	Search for files	`pattern` (str)
`search_code`	Search in code	`pattern` (str)
`get_file_info`	Get file metadata	`path` (str)
`start_process`	Start process	`command` (str)
`list_processes`	List running processes	None
`kill_process`	Kill process	`pid` (int)
`read_process_output`	Read process output	`session_id` (str)

🍃 MongoDB

Package: mongodb-mcp-serverMongoDB database operations and queries.Connection: mongodb://app_user:app_password@localhost:27017/video_game_store

Tool	Description	Required Arguments
`list-databases`	List all databases	None
`list-collections`	List collections	`database` (str)
`collection-schema`	Get collection schema	`database` (str), `collection` (str)
`find`	Query documents	`database` (str), `collection` (str), `filter` (dict)
`count`	Count documents	`database` (str), `collection` (str)
`aggregate`	Aggregation pipeline	`database` (str), `collection` (str), `pipeline` (list)
`insert-many`	Insert documents	`database` (str), `collection` (str), `documents` (list)
`update-many`	Update documents	`database` (str), `collection` (str), `filter` (dict), `update` (dict)
`delete-many`	Delete documents	`database` (str), `collection` (str), `filter` (dict)
`create-collection`	Create collection	`database` (str), `collection` (str)
`drop-collection`	Drop collection	`database` (str), `collection` (str)
`create-index`	Create index	`database` (str), `collection` (str), `keys` (dict)
`collection-indexes`	List indexes	`database` (str), `collection` (str)

🔍 Brave Search

Package: @modelcontextprotocol/server-brave-search

This is the only server that requires internet connectivity and an API key (BRAVE_API_KEY).

Tool	Description	Required Arguments
`brave_web_search`	Web search	`query` (str)
`brave_local_search`	Local business search	`query` (str)

Overview

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Overview

Website Environments

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MCP Environment

​Server Categories

Local Custom Servers

Python Packages

NPM Packages

​By Domain

​Local Custom Servers

​Open Source Python Packages

​Open Source NPM Packages

​Next Steps

MCP Tutorial

MCP API

Server Categories

By Domain

Local Custom Servers

Open Source Python Packages

Open Source NPM Packages

Next Steps