GitHub repos that make your agents more useful
Open-source tools your agent can use at work: connectors to the apps your team already runs, document and browser tools, and agents you can host yourself. Each one shows what it can access before you install it.
Money, tax & books
- stripe/ai1.9k stars
Connect your agent to Stripe billing, payments and docs
Stripe's own hub for agent work: plugins and skills for popular coding agents, a pointer to Stripe's hosted MCP server, and SDKs for metering AI usage. It helps an agent build and operate Stripe integrations with current best practices.
Works with: Claude Code · Codex · Cursor
MIT
- XeroAPI/xero-mcp-server376 stars
Pull Xero invoices, contacts and reports into your agent
Xero's MCP server for its accounting API. The agent can list and create invoices, contacts and quotes, and read reports such as profit and loss, balance sheet and aged receivables.
Works with: Claude
MIT
- intuit/quickbooks-online-mcp-server424 stars
Work with QuickBooks Online records and financial reports
Intuit's local MCP server for QuickBooks Online with create, read, update and search tools across customers, vendors, invoices, bills and more. It also pulls reports like balance sheet, profit and loss and cash flow.
Works with: Claude Code · Claude
Apache-2.0
Sales & leads
- Shopify/Shopify-AI-Toolkit596 stars
Manage your Shopify store and build apps with Shopify AI Toolkit
Shopify's plugin for coding agents that brings in Shopify docs, API schemas and code validation. It can also run store management commands through the Shopify CLI.
Works with: Claude Code · Codex · Cursor +3
MIT
- twentyhq/twenty58.3k stars
Run your own open source CRM that agents can extend with Twenty
An open source CRM you can self host or use in the cloud, with custom objects, views and workflows. It provides agent skills so coding agents can add objects, fields and logic as code.
Works with: Claude Code · Codex · Cursor
AGPL-3.0 (core); MIT (SDK and apps); commercial (enterprise files)
Customer support
- line/line-bot-mcp-server788 stars
Send LINE messages and manage your LINE Official Account
The MCP server published by LINE that connects an agent to the Messaging API of a LINE Official Account. The agent can push or broadcast text and flex messages, look up follower profiles and manage rich menus.
Works with: Claude
Apache-2.0
Operations & admin
- korotovsky/slack-mcp-server1.9k stars
Read, search and summarize Slack channels and DMs
A community MCP server that lets an agent pull channel history, threads, unread messages and DMs from a Slack workspace and search across them. Posting messages is switched off unless you turn it on.
Works with: Cursor
MIT
- atlassian/atlassian-mcp-server1.1k stars
Search and update Jira and Confluence from your agent
Atlassian's cloud hosted MCP server that connects agents to Jira, Confluence, Jira Service Management, Bitbucket, Loom and Compass. The repo holds setup guides and config for each supported client.
Works with: Claude Code · Claude · Codex +3
Apache-2.0
- googleapis/mcp-toolbox16.7k stars
Query your business databases safely with MCP Toolbox
Google's open source MCP server for databases such as PostgreSQL, MySQL, SQL Server, BigQuery and many more. You can use generic tools to explore tables, or define fixed queries so the agent only runs what you approved.
Works with: Gemini · Claude Code · Codex
Apache-2.0
- haris-musa/excel-mcp-server4.2k stars
Build and edit Excel files with charts, pivots and formulas
A community MCP server that lets an agent create, read and edit .xlsx files, including formulas, tables, charts and real PivotTables. It works without Microsoft Excel installed.
Works with: Claude Code · Claude · Codex +3
MIT
- microsoft/playwright-mcp38.1k stars
Let your agent browse websites and fill in web forms
Microsoft's MCP server that gives an agent a real browser driven by Playwright. It reads pages through the accessibility tree instead of screenshots, which makes clicks and form entries reliable.
Works with: Claude Code · Claude · Codex +4
Apache-2.0
- browser-use/browser-use117.9k stars
Automate multi step web tasks with Browser Use
An open source browser agent and CLI that lets an AI model operate a website step by step. You can add it to an existing agent as a tool or run it on its own from Python.
Works with: Claude Code · Claude · Codex +3
MIT
Leadership & reporting
- Canner/WrenAI17.9k stars
Ask business questions of your data and build dashboards with WrenAI
An open source generative BI engine that gives agents a semantic layer over 20 plus data sources. Business terms are defined once in Git, so answers and charts use the same definitions every time.
Works with: Claude Code · Codex · Cursor
Apache-2.0 (core); AGPL-3.0 and CC-BY-4.0 (some paths)
Inbox & calendar
- googleworkspace/cli31.4k stars
Run Gmail, Drive, Calendar and Sheets from your agent with gws
A command line tool from the googleworkspace GitHub org that exposes every Google Workspace API as commands with JSON output. It ships with ready-made agent skills and recipes for mail, files, calendar and spreadsheets.
Works with: Gemini · OpenClaw
Apache-2.0
- microsoft/markitdown189.9k stars
Turn PDFs, Word, Excel and slides into Markdown with MarkItDown
Microsoft's lightweight Python tool that converts office files, PDFs, HTML, images and more into clean Markdown an agent can read. It comes as a command line tool, a library and an MCP server package.
MIT
- anthropics/skills180.9k stars
Add Word, Excel, PowerPoint and PDF skills to Claude
Anthropic's public set of Agent Skills, including the document skills behind Claude's file creation plus examples for branding, internal comms and more. It also contains the skills spec and a template for writing your own.
Works with: Claude Code · Claude
Apache-2.0 (most skills); source-available (document skills)
- Mintplex-Labs/anything-llm67k stars
Self host a private AI workspace for chatting with your documents
An all in one AI app for desktop or Docker that lets a team chat with its documents, run agents and connect MCP tools. It works with local models or cloud model providers and supports multiple users.
MIT
Research & analysis
- docling-project/docling68.8k stars
Extract tables and text from complex or scanned PDFs with Docling
An open source document parser that understands page layout, reading order and tables, with OCR for scanned files. It outputs Markdown or JSON and can be connected to agents through its MCP server.
MIT
- firecrawl/firecrawl-mcp-server7.6k stars
Search the web and scrape sites into clean data with Firecrawl
Firecrawl's MCP server that gives an agent web search, page scraping, site crawling and structured extraction. Results come back as Markdown or JSON ready for analysis.
Works with: Claude · Cursor
MIT
Tools, sites & apps
- supabase/mcp2.9k stars
Manage your Supabase database and projects from your agent
Supabase's MCP server that lets an agent query tables, apply migrations, read logs and manage projects. It can be scoped to a single project and limited to read only tools.
Works with: Cursor · Claude
Apache-2.0
- github/github-mcp-server33.6k stars
Manage GitHub issues, pull requests and repos from your agent
GitHub's MCP server that lets an agent read code, triage issues, review pull requests and check workflow runs. Toolsets can be switched on one by one, and a read only mode is available.
Works with: Claude Code · Claude · Codex +4
MIT
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