Hive Tools

Tool library for the Hive framework. Provides a collection of tools that AI agents can use to interact with external systems, process data, and perform actions via the Model Context Protocol (MCP).

Installation

uv pip install -e tools

For development:

uv pip install -e "tools[dev]"

Environment Setup

Some tools require API keys to function. Credentials are managed through the encrypted credential store at ~/.hive/credentials, which is configured automatically during initial setup:

./quickstart.sh

Variable	Required For	Get Key
ANTHROPIC_API_KEY	MCP server startup, LLM nodes	console.anthropic.com
BRAVE_SEARCH_API_KEY	web_search tool (Brave)	brave.com/search/api
GOOGLE_API_KEY	web_search tool (Google)	console.cloud.google.com
GOOGLE_CSE_ID	web_search tool (Google)	programmablesearchengine.google.com

Note: web_search supports multiple providers. Set either Brave OR Google credentials. Brave is preferred for backward compatibility.

Alternatively, export credentials as environment variables:

export ANTHROPIC_API_KEY=your-key-here
export BRAVE_SEARCH_API_KEY=your-key-here

See the credentials module for details on how credentials are resolved.

Quick Start

As an MCP Server

from fastmcp import FastMCP
from aden_tools.tools import register_all_tools

mcp = FastMCP("tools")
register_all_tools(mcp)
mcp.run()

Or run directly:

python mcp_server.py

Available Tools

File System

Note: read_file / write_file / edit_file / search_files are no longer exposed to agents — queens/workers do file I/O through the terminal tools (terminal_exec for cat/sed/heredoc, terminal_rg / terminal_glob for search), which default their cwd to the session workdir. The functions below remain in aden_tools.file_ops for internal helpers and the standalone files_server.py.

All file tools live in aden_tools.file_ops and share one path policy (relative paths anchor to a registered home; absolute paths are honored verbatim; system + credential paths are on a deny list).

Tool	Description
read_file	Read file contents (with optional hashline anchors)
write_file	Create or overwrite a file
edit_file	Find/replace with fuzzy fallback
search_files	Grep file contents (target='content') or list/find files (target='files') — replaces grep, find, and ls
save_data / load_data	Persist and retrieve structured data across steps
serve_file_to_user	Serve a file for the user to download
list_data_files	List persisted data files in the session
append_data / edit_data	Append or edit persisted data files

Data Files

Tool	Description
csv_read	Read rows from a CSV file
csv_write	Write a new CSV file
csv_append	Append rows to a CSV file
csv_info	Get CSV file metadata
csv_sql	Query a CSV file with SQL (DuckDB)
excel_read	Read rows from an Excel sheet
excel_write	Write a new Excel file
excel_append	Append rows to an Excel file
excel_info	Get Excel file metadata
excel_sheet_list	List sheets in an Excel workbook
excel_sql	Query Excel sheets with SQL (DuckDB)
excel_search	Search for values across Excel sheets
pdf_read	Read and extract text from PDF files

Web & Search

Tool	Description
web_search	Search the web (Google or Brave, auto-detected)
web_scrape	Scrape and extract content from webpages
search_wikipedia	Search Wikipedia for pages and summaries
scholar_search, scholar_get_citations, scholar_get_author	Search academic papers, get citations and author profiles via SerpAPI
patents_search, patents_get_details	Search patents and retrieve patent details via SerpAPI
exa_search, exa_answer, exa_find_similar, exa_get_contents	Semantic search and content retrieval via Exa AI
news_search, news_headlines, news_by_company, news_sentiment	Search news articles and analyse sentiment
search_papers, download_paper	Search arXiv for scientific papers and download PDFs

Communication

Tool	Description
gmail_*	Read, reply, draft, and manage Gmail messages
send_email	Send email via SMTP
slack_*	Send messages, manage channels, users, and files in Slack
discord_send_message, discord_get_messages, discord_list_channels, discord_list_guilds	Send and read Discord messages
telegram_send_message, telegram_send_document	Send messages and documents via Telegram Bot API

Productivity & CRM

Tool	Description
calendar_list_calendars	List all accessible calendars
calendar_list_events	List events from a calendar
calendar_get_event	Get details of a specific event
calendar_create_event	Create a new calendar event
calendar_update_event	Update an existing calendar event
calendar_delete_event	Delete a calendar event
calendar_get_calendar	Get calendar metadata
calendar_check_availability	Check free/busy status for attendees
hubspot_*	HubSpot CRM: contacts, companies, deals, notes
apollo_*	Apollo.io: prospect search and enrichment
calcom_*	Cal.com: scheduling and bookings

Cloud & APIs

Tool	Description
vision_*	Analyze images with Google Cloud Vision (labels, OCR, faces, objects, etc.)
google_docs_*	Read and write Google Docs
maps_*	Places search, geocoding, directions (Google Maps)
run_bigquery_query, describe_dataset	Run queries against Google BigQuery
razorpay_*	Razorpay payments and orders
github_*	GitHub repos, issues, and pull requests

Security

Tool	Description
port_scan	TCP port scan with service banner grabbing
dns_security_scan	Check SPF, DMARC, DKIM, DNSSEC, zone transfer
ssl_tls_scan	Analyze SSL/TLS configuration and certificate
http_headers_scan	Check security-related HTTP response headers
subdomain_enumerate	Enumerate subdomains via DNS
tech_stack_detect	Detect technologies used by a website
risk_score	Compute an overall security risk grade

Utilities

Tool	Description
get_current_time	Get current date/time with timezone support

Project Structure

tools/
├── src/aden_tools/
│   ├── __init__.py          # Main exports
│   ├── file_ops.py          # ALL file tools (read, write, edit, hashline_edit, search_files, apply_patch)
│   ├── credentials/         # Credential management
│   └── tools/               # Tool implementations
│       ├── file_system_toolkits/  # Sandbox path helpers (security.py)
│       │   └── security.py
│       ├── web_search_tool/
│       ├── web_scrape_tool/
│       ├── pdf_read_tool/
│       ├── wikipedia_tool/
│       ├── time_tool/
│       └── calendar_tool/
├── tests/                   # Test suite
├── mcp_server.py            # MCP server entry point
├── README.md
├── BUILDING_TOOLS.md        # Tool development guide
└── pyproject.toml

Creating Custom Tools

Tools use FastMCP's native decorator pattern:

from fastmcp import FastMCP


def register_tools(mcp: FastMCP) -> None:
    @mcp.tool()
    def my_tool(query: str, limit: int = 10) -> dict:
        """
        Search for items matching the query.

        Args:
            query: The search query
            limit: Max results to return

        Returns:
            Dict with results or error
        """
        try:
            results = do_search(query, limit)
            return {"results": results, "total": len(results)}
        except Exception as e:
            return {"error": str(e)}

See BUILDING_TOOLS.md for the full guide.

Documentation

• Building Tools Guide - How to create new tools
• Individual tool READMEs in src/aden_tools/tools/*/README.md

License

This project is licensed under the Apache License 2.0 - see the LICENSE file for details.