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Tools for operations & admin
The whole toolkit →- korotovsky/slack-mcp-server
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.
- Runs code
- Uses the internet
Works with- Cursor
Before you install
When to use itUse it when a manager wants a daily digest of what happened across busy Slack channels or needs to find a past decision fast.
Watch outUses a Slack OAuth token or, in stealth mode, browser session tokens copied from your logged in Slack, which carry your full user access. Prefer OAuth, keep posting disabled or limited to set channels, and treat the token like a password.
korotovsky · MIT · 1.9k stars - atlassian/atlassian-mcp-server
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.
- Uses the internet
Works with- Claude Code
- Claude
- Codex
- GitHub Copilot
- Cursor
- +1 more
Before you install
When to use itUse it when your team tracks work in Jira or keeps its wiki in Confluence and wants the agent to summarize tickets, write pages or file issues.
Watch outRuns on Atlassian Cloud and signs in with OAuth or an API token, acting with your own permissions in each product. Nothing runs locally, but the agent can create and edit tickets and pages, so watch bulk changes.
atlassian · Apache-2.0 · 1.1k stars - googleapis/mcp-toolbox
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.
- Runs code
- Uses the internet
Works with- Gemini
- Claude Code
- Codex
Before you install
When to use itUse it when sales, stock or customer data sits in a SQL database and you want the agent to answer questions from it.
Watch outNeeds database credentials, and the generic execute_sql tool can run any statement that user is allowed to run. Connect with a read only database user or use predefined tools only.
googleapis · Apache-2.0 · 17k stars - haris-musa/excel-mcp-server
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.
- Runs code
- Reads and writes files
Works with- Claude Code
- Claude
- Codex
- GitHub Copilot
- Cursor
- +1 more
Before you install
When to use itUse it when your reports, price lists or forecasts live in Excel and you want the agent to update them or produce a ready to share workbook.
Watch outRuns locally as a Python process and reads and writes workbook files in the folders you allow. It does not need a cloud account, but keep backups since edits overwrite files in place.
haris-musa · MIT · 4.2k stars - microsoft/playwright-mcp
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.
- Runs code
- Uses the internet
- Reads and writes files
Works with- Claude Code
- Claude
- Codex
- GitHub Copilot
- Cursor
- +2 more
Before you install
When to use itUse it when a task lives in a web portal with no API, such as downloading reports, checking order status or testing your own site.
Watch outLaunches a local browser that can visit any site and save files; if you reuse a logged in profile, the agent acts with those sessions. Web pages can carry prompt injection, so use a separate profile and allowed origins.
microsoft · Apache-2.0 · 38k stars - browser-use/browser-use
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.
- Runs code
- Uses the internet
- Reads and writes files
Works with- Claude Code
- Claude
- Codex
- Hermes Agent
- OpenClaw
- +1 more
Before you install
When to use itUse it for repeat chores across many web pages, such as collecting supplier prices or entering data into a portal.
Watch outRuns a local or cloud browser that can log in, click and download; the cloud browser and its own model need a Browser Use API key and send pages to their servers. Keep it away from banking and admin accounts and watch the first runs.
browser-use · MIT · 118k stars