Skills
Instructions an agent loads for one job, like a playbook. Most are a single SKILL.md file.
- grilling
Grill me
The agent questions you about a plan or decision round by round, offering its own suggested answer to each question. It looks up facts on its own, leaves only the real choices to you, and stops once nothing important is left as an unspoken assumption.
- Text only
Works with- Claude Code
- Codex
- GitHub Copilot
- Hermes Agent
Before you install
When to use itBefore you commit budget or a team to a new plan and want it stress-tested first.
Watch outConversation only, and it does not edit anything. It may read files in your working folder to check facts, so move sensitive files out of that folder if needed.
mattpocock · MIT · 288k stars16 cases in Leadership & reporting → - pre-mortem
Pre-mortem risk check
The agent imagines your launch or plan has already failed and works backwards to explain why. It sorts the risks into real threats, overblown worries and unspoken concerns, then marks each one as fix before launch, fix soon after, or just watch.
- Uses the internet
- Reads and writes files
Works with- Claude Code
- Claude Cowork
- Codex
Before you install
When to use itA week or two before a launch, campaign or big purchase, while there is still time to fix what could sink it.
Watch outReads the plan file you give it and may search the web about competitors or market conditions. If that is a concern, remove confidential details from the plan first.
phuryn · MIT · 27k stars16 cases in Leadership & reporting → - strategy-red-team
Red-team your strategy
Plays a fair but sharp opponent to your plan: it lists the claims the plan depends on, states each at its strongest, then attacks it. For every weak point it suggests the evidence to gather this week, the cheapest test to run and the result that should make you stop.
- Text only
Works with- Claude Code
- Claude Cowork
- Codex
Before you install
When to use itBefore you pitch a strategy to investors, a board or a partner, or bet the year's budget on it.
Watch outReads only the plan you give it and replies in chat. It runs no scripts.
phuryn · MIT · 27k stars16 cases in Leadership & reporting → - brainstorming
Brainstorm before you build
Before anything new gets built, the agent works out what you really want and why, asking one plain question at a time. It then suggests a few approaches and agrees a short design with you before any work begins.
- Runs code
- Reads and writes files
Works with- Claude Code
- Codex
- Cursor
- Gemini
- GitHub Copilot
- +2 more
Before you install
When to use itAt the start of a new project when the idea is still fuzzy and you want it shaped before anyone starts producing.
Watch outFor software projects it writes a design document and commits it to your project. An optional visual preview starts a small local web server, so only allow it on a machine where that is acceptable.
obra · MIT · 298k stars16 cases in Leadership & reporting → - doc-coauthoring
Co-write a proposal or brief
Guides you through writing a proposal, spec or decision document in three steps: it draws out the context with questions, builds the document section by section with you, then tests it on a fresh reader to find gaps. The real value is clearer thinking, and the finished document comes with it.
- Reads and writes files
Works with- Claude Code
- Claude
- Claude Cowork
Before you install
When to use itWhen you must write a proposal or decision document that people will read and act on without you in the room.
Watch outWrites the document you are drafting and may start a helper agent to act as a test reader. It runs no scripts.
anthropics · none stated · 181k stars16 cases in Leadership & reporting → - to-questionnaire
Turn a decision into a questionnaire
When a decision is stuck because someone else holds the answer, the agent asks you just two things: who the questions are for and what you need back. It then drafts a short, prioritised questionnaire that targets exactly what you are missing.
- Reads and writes files
Works with- Claude Code
- Codex
- GitHub Copilot
- Hermes Agent
Before you install
When to use itWhen you are waiting on a supplier, accountant, partner or senior colleague and need to ask the right questions in one go.
Watch outWrites one Markdown file in your current folder. It runs no code and uses no network.
mattpocock · MIT · 288k stars16 cases in Leadership & reporting → - define-goal
Define a measurable goal
Turns a vague intention into a concrete goal: what will be true when it is done, how success is measured, what is in and out of scope, and when to stop and check in. It avoids padding the goal with busywork or made-up precision.
- Text only
Works with- Codex
Before you install
When to use itWhen a project starts with 'make it better' or 'grow sales' and you need a clear target before work begins.
Watch outConversation only, plus Codex's built-in goal feature. It is told not to create any files or logs.
openai · Apache-2.0 · 28k stars16 cases in Leadership & reporting → - creative-ideation
Creative ideation methods
Draws on a library of named creative techniques, picks the one that fits your situation and uses it to produce specific, unusual ideas, discarding the first obvious few. It also helps you choose between ideas rather than just listing more.
- Text only
Works with- Hermes Agent
Before you install
When to use itWhen you are stuck on a new product, campaign or name and ordinary brainstorming keeps giving the same ideas.
Watch outConversation only. It reads its own reference notes and needs no extra tools or account access.
NousResearch (skill author SHL0MS) · MIT · 253k stars29 cases in Marketing & content → - docx
Word documents (Anthropic)
Creates and edits Word files with headings, tables, images, page numbers and tables of contents, and handles tracked changes and comments. It can also read existing Word files and reorganise their content.
- Runs code
- Reads and writes files
Works with- Claude Code
- Claude Cowork
- Claude
Before you install
When to use itWhen a quote, letter, contract or report has to be delivered as the Word file a customer or partner expects.
Watch outRuns bundled JavaScript and Python scripts on local files. It is source-available under Anthropic's terms, which restrict copying or adapting it outside Anthropic's services.
anthropics · source-available · 181k stars21 cases in Operations & admin → - pdf
PDF forms and extraction (Anthropic)
Pulls text and tables out of PDFs, merges, splits and watermarks them, creates new PDFs and fills in PDF forms, with text recognition for scanned pages. A separate guide walks the agent through both fillable and non-fillable forms.
- Runs code
- Reads and writes files
Works with- Claude Code
- Claude Cowork
- Claude
Before you install
When to use itPulling figures out of supplier invoices or bank statements, or filling in a government or supplier PDF form.
Watch outRuns Python scripts on local PDFs and can encrypt or decrypt files. It is source-available under Anthropic's terms, which restrict copying or adapting it outside Anthropic's services.
anthropics · source-available · 181k stars21 cases in Operations & admin → - pptx
PowerPoint decks (Anthropic)
Builds, edits and reads PowerPoint presentations, including working from your company template and handling speaker notes and comments. It can also pull the text out of existing decks to summarise them.
- Runs code
- Reads and writes files
Works with- Claude Code
- Claude Cowork
- Claude
Before you install
When to use itTurning a monthly report or sales pitch into slides in your company template.
Watch outRuns bundled scripts on local files. It is source-available under Anthropic's terms, which restrict copying or adapting it outside Anthropic's services.
anthropics · source-available · 181k stars21 cases in Operations & admin → - xlsx
Excel spreadsheets (Anthropic)
Creates, edits and analyses Excel and CSV files with working formulas, formatting and charts, and tidies messy tables into proper spreadsheets. Built-in scripts recalculate formulas and check for errors before the file is handed back.
- Runs code
- Reads and writes files
Works with- Claude Code
- Claude Cowork
- Claude
Before you install
When to use itWhenever the end result is a spreadsheet, such as a budget, price list, sales tracker or cleaned up export.
Watch outRuns bundled Python scripts, and LibreOffice for recalculation, on your files inside the agent's sandbox. It is source-available under Anthropic's terms, which restrict copying or adapting it outside Anthropic's services.
anthropics · source-available · 181k stars21 cases in Operations & admin → - guideline-generation
Brand voice guide
Builds a written brand voice and tone guide from material you already have, such as brand documents, sales call transcripts and meeting notes, or from answers you give it. The guide is structured so other AI skills can follow it, and it lists confidence levels and open questions.
- Uses the internet
- Reads and writes files
Works with- Claude Cowork
- Claude Code
Before you install
When to use itBefore a team starts using AI for marketing or sales writing, so everything sounds like the same company.
Watch outIt can search connected Notion, Google Drive, Confluence, Slack and call recording tools for brand material. Limit those connections to folders you are comfortable letting it read.
Tribe AI (in anthropics/knowledge-work-plugins) · MIT · 29k stars29 cases in Marketing & content → - call-prep
Sales call prep
Builds a one-page brief before a customer meeting: who is attending, the account history, what was said on earlier calls, where the deal stands and suggested questions to ask. It uses whatever is connected, such as calendar, CRM, email or call transcripts, or just a company name and meeting time if nothing is.
- Uses the internet
Works with- Claude Cowork
- Claude Code
Before you install
When to use itFifteen minutes before a sales or account call, so the rep walks in with context and a plan.
Watch outReads calendar, CRM, email and transcript data but sends nothing on its own. It treats text inside emails and transcripts as untrusted and shows you any action that content suggests before carrying it out.
anthropics · Apache-2.0 · 29k stars21 cases in Sales & leads → - create-viz
Charts from data
Turns pasted data, a CSV or Excel file, or query results into a clean chart, picking the right chart type for the question, whether that is a trend, a comparison or a share of the total. It produces static images by default and interactive charts when you ask.
- Runs code
- Reads and writes files
Works with- Claude Cowork
- Claude Code
Before you install
When to use itAdding a sales trend or branch comparison chart to a weekly report or slide.
Watch outWrites and runs Python plotting code on your data in the agent's environment, and can query a data warehouse if one is connected. Connect only the data sources it needs.
anthropics · Apache-2.0 · 29k stars21 cases in Research & analysis → - pdf-codex
PDF with visual checks (Codex)
Reads, creates and reviews PDFs with a focus on how the result actually looks: it renders pages as images and checks the layout after each change. It uses common Python libraries to create PDFs and to extract their text.
- Runs code
- Uses the internet
- Reads and writes files
Works with- Codex
Before you install
When to use itFor teams on Codex who need a PDF report or handout that looks right before it reaches a client.
Watch outMay download and install Python packages and Poppler if they are missing, which needs network access. It writes temporary and output files into your working folder.
openai · Apache-2.0 · 28k stars21 cases in Operations & admin → - competitor-news-monitor
Competitor news digest
Keeps a fixed watchlist of competitors and checks on a schedule for news that matters: price changes, launches, funding, partnerships, leadership moves and incidents, backed by original sources. Repeat stories are merged so each digest shows only what is new.
- Uses the internet
- Reads and writes files
Works with- Hermes Agent
Before you install
When to use itFor a weekly competitor update for the owner or sales team, instead of checking rival websites and news by hand.
Watch outBrowses the public web and runs as a scheduled job inside Hermes, with no account access needed. Hermes' own safety scanner has flagged some bundled research skills before, so confirm it loads correctly after installing.
NousResearch (skill by benbarclay) · MIT · 253k stars21 cases in Research & analysis → - ticket-deflector
Policy-checked customer replies
Reads a customer email or ticket, checks the order and refund status, the customer's history and your refund or return policy, then drafts a reply in your voice that stays within that policy. It works from pasted text alone and gives richer answers when Shopify, Stripe, PayPal, a CRM or a helpdesk is connected.
- Uses the internet
Works with- Claude Cowork
- Claude Code
Before you install
When to use itFor the daily support inbox: order tracking questions, refund requests and complaints that need a consistent answer within policy.
Watch outIt can issue refunds through a connected payment account, so treat it as a money-moving skill and have a person approve every refund. It treats customer messages as untrusted, so a message asking for a refund is not acted on automatically.
anthropics · Apache-2.0 · 29k stars14 cases in Customer support → - pdf-hermes
PDF forms and extraction (Hermes)
Creates PDFs from a structured outline, builds and fills fillable forms, pulls out text, tables and form values, and merges, splits, stamps or encrypts files. Text recognition for scanned PDFs and instruction-based text editing are covered in separate guides.
- Runs code
- Reads and writes files
Works with- Hermes Agent
Before you install
When to use itProducing invoices or reports as PDF, or reading data out of forms customers send back.
Watch outRuns Python scripts locally. An optional editing path uses an external tool that may call an outside AI service, so check before turning it on for confidential files.
NousResearch · MIT · 253k stars21 cases in Operations & admin → - xlsx-hermes
Excel spreadsheets (Hermes)
An openly licensed Excel and CSV toolkit that builds styled multi-sheet workbooks with formulas, charts, dropdowns and tables, exports existing workbooks to JSON or CSV, and edits rows and columns safely. It reads CSV files in non UTF-8 encodings, which helps with exports from local accounting software.
- Runs code
- Reads and writes files
Works with- Hermes Agent
Before you install
When to use itFor the same spreadsheet jobs when you run Hermes, or when you want an MIT-licensed base to adapt into your own localised version.
Watch outRuns bundled Python tools, and optionally LibreOffice, on local files. It comes with its own test suite.
NousResearch · MIT · 253k stars21 cases in Operations & admin → - hiring-screener
Fair hiring shortlist
It will not score anyone until there is a written rubric based on the job post, then ranks applicants only against that rubric and drafts a reply to every candidate. It can also suggest interview slots and an onboarding checklist for the person you hire.
- Uses the internet
- Reads and writes files
Works with- Claude Cowork
- Claude Code
Before you install
When to use itWhen a job post brings in dozens of CVs and the owner needs a fair shortlist the same day.
Watch outReads CVs that contain personal data and can access Gmail and Calendar, so check privacy law (in Thailand, the PDPA) before connecting a hiring inbox. Replies are drafts, and a person should review and send each one.
anthropics · Apache-2.0 · 29k stars11 cases in Hiring & HR → - invoice-chase
Chase overdue invoices
Pulls the overdue invoice list from your accounting system and recent payments from your payment provider, then rates each customer as a good, occasional or repeat late payer. It drafts a reminder for each overdue invoice in a tone that fits that customer's history and waits for the owner's approval before anything is sent.
- Uses the internet
- Reads and writes files
Works with- Claude Cowork
- Claude Code
Before you install
When to use itDuring the weekly cash flow check, when the owner asks who still owes the business money.
Watch outNeeds read access to your accounting and payment accounts plus a mailbox for drafts, and it can send reminders through a connected payment account once approved. It handles real customer and money data, so connect only the accounts it needs and have a person approve every message before it goes out.
anthropics · Apache-2.0 · 29k stars16 cases in Money, tax & books → - lead-triage
Rank leads to call first
Scores incoming leads from HubSpot, a pasted list or a CSV export on engagement, company fit, urgency and recency, and returns a ranked call list with talking points. It can draft follow-ups and suggest meeting times, but it does not send or book anything without approval.
- Uses the internet
- Reads and writes files
Works with- Claude Cowork
- Claude Code
Before you install
When to use itAt the start of the sales day, when the owner asks who to call first.
Watch outReads CRM contacts and notes and does not write enriched data back to the CRM. Optional paid data enrichment through Apollo or Clay uses credits and runs only after the owner agrees, and a person should approve each follow-up before it is sent.
anthropics · Apache-2.0 · 29k stars21 cases in Sales & leads → - meeting-action-items
Meeting notes to action items
Takes a meeting transcript or notes and separates decisions, action items, open questions and risks, each linked to the line it came from. It then drafts the follow-up message and suggested tasks with owners and due dates, flagging anything the notes do not actually support.
- Reads and writes files
Works with- Hermes Agent
Before you install
When to use itRight after a team or client meeting, when someone has to send the recap and make sure every task has an owner.
Watch outReads only the notes files you give it. Creating tickets or sending the follow-up happens only through other connected skills, so it is low risk on its own.
NousResearch (skill by benbarclay) · MIT · 253k stars17 cases in Inbox & calendar → - report-builder
Recurring KPI report builder
Describe a regular report in plain words, such as sales by branch against last year or overdue invoices, and it turns that into a clear metric definition, pulls the numbers from your connected tools or an uploaded spreadsheet, and returns a chat summary plus an Excel file. It saves the definition so the same report can be rerun each week or month without explaining it again.
- Runs code
- Uses the internet
- Reads and writes files
Works with- Claude Cowork
- Claude Code
Before you install
When to use itEvery Monday or month end, when the owner wants the same KPI numbers without copying from several dashboards.
Watch outReads accounting, payment and CRM data through whichever connectors you enable, and writes a saved report definition and an Excel file; as written it only reads from business systems. It ships in a plugin that also contains skills able to send email or issue refunds, so check which skills you switch on.
anthropics · Apache-2.0 · 29k stars16 cases in Leadership & reporting → - seo-audit
Website SEO audit
Runs a structured SEO health check of a website, covering whether search engines can find and index it, page speed, titles and descriptions, content quality and local search, then ranks fixes by impact. It also guards against false alarms, such as reporting data as missing when the page actually adds it with JavaScript.
- Uses the internet
Works with- Claude Code
- Codex
- Cursor
Before you install
When to use itWhen traffic drops or the owner feels nobody finds the business on Google and wants a prioritised fix list.
Watch outFetches the public pages of the site being audited and may use a browser tool. No logins are needed unless you choose to connect Search Console or other SEO tools.
coreyhaines31 · MIT · 54k stars29 cases in Marketing & content → - social
Social posts and repurposing
Helps plan and write posts for LinkedIn, X, Instagram, TikTok and Facebook, including turning one long piece such as a podcast, article or video into a set of platform-ready posts and a content calendar. It also covers short video scripts and basic social listening, and avoids phrasing that sounds machine-written.
- Reads and writes files
Works with- Claude Code
- Codex
- Cursor
Before you install
When to use itWhen a small team needs a month of posts or wants more mileage from one blog post or video.
Watch outInstruction only, and it may read an optional marketing context file in your project. Nothing is published or scheduled unless you connect a separate tool for that.
coreyhaines31 · MIT · 54k stars29 cases in Marketing & content → - wize-grill-me-thMade by Wize
Grill me for business plans
The agent questions your business plan one question at a time, offering its best guess for each answer so you can move fast. It ends with a one-page summary of untested assumptions, top risks, open decisions and the smallest test to run this week.
- Text only
Works with- Claude Code
- Claude Cowork
- Codex
- Hermes Agent
- OpenClaw
Before you install
When to use itBefore you commit money or people to a launch, hire, price change or new branch.
Watch outConversation only: it reads what you paste and does not open files, browse or send anything.
Wize · MIT16 cases in Leadership & reporting → - wize-reverse-engineer-sales-pageMade by Wize
Reverse engineer a sales page
The agent breaks a strong sales page, ad or post into its parts (hook, promise, proof, offer, call to action), turns that into a reusable recipe, then drafts two versions for your own product. It never copies the original's wording and flags every claim that still needs proof.
- Uses the internet
Works with- Claude Code
- Claude Cowork
- Codex
- Hermes Agent
- OpenClaw
Before you install
When to use itWhen a competitor's page or a post in your niche is clearly working and you want to know why.
Watch outIt may open the link you give it. It only drafts; a person reviews and publishes.
Wize · MIT29 cases in Marketing & content → - wize-payment-chase-thMade by Wize
Chase payments and tax invoices
The agent reads your outstanding list, ranks who to chase first, and drafts polite reminders for each stage, plus requests to suppliers for missing tax invoices. Nothing is sent until you approve each one, and every follow-up is logged.
- Uses the internet
- Reads and writes files
Works with- Claude Code
- Claude Cowork
- Codex
- Hermes Agent
- OpenClaw
Before you install
When to use itEvery week, or whenever the aging report shows payments slipping past their due date.
Watch outIt reads your receivables file and, if a mail or chat tool is connected, can send messages, but only the ones you approve. It never changes amounts or dates, and tax deadlines stay with your accountant.
Wize · MIT16 cases in Money, tax & books → - wize-weekly-report-thMade by Wize
One-page weekly report
The agent pulls the week's numbers and events from the chats, email, sheets or CRM you point it to, and writes a one-page report for the owner. Every number cites its source and anything missing is flagged instead of guessed.
- Uses the internet
- Reads and writes files
Works with- Claude Code
- Claude Cowork
- Codex
- Hermes Agent
- OpenClaw
Before you install
When to use itEvery Monday morning, or before a weekly management meeting.
Watch outIt reads the sources you connect for the week only and writes a draft; it does not send the report to anyone.
Wize · MIT16 cases in Leadership & reporting →
None in this topic yet.
GitHub repos
Open-source servers and tools that give an agent new reach: your accounting system, a browser, your documents.
- googleworkspace/cli
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.
- Runs code
- Uses the internet
- Reads and writes files
Works with- Gemini
- OpenClaw
Before you install
When to use itUse it when your team lives in Google Workspace and wants the agent to search mail, file documents or update sheets without custom code.
Watch outNeeds a Google Cloud OAuth client and signs in as you, so the agent can read, send and delete anything your account can reach. The README says it is not an officially supported Google product and is still pre 1.0, so start with narrow scopes.
googleworkspace · Apache-2.0 · 31k stars17 cases in Inbox & calendar → - 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 stars21 cases in Operations & admin → - line/line-bot-mcp-server
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.
- Runs code
- Uses the internet
Works with- Claude
Before you install
When to use itUse it when customers mostly contact you on LINE and you want the agent to draft and send follow ups, announcements or rich menu changes.
Watch outNeeds your channel access token, which lets the agent message real customers, including a broadcast to every follower, and delete rich menus. The README marks it as a preview, so review every outgoing message before it is sent.
line · Apache-2.0 · 788 stars14 cases in Customer support → - stripe/ai
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.
- Runs code
- Uses the internet
- Reads and writes files
Works with- Claude Code
- Codex
- Cursor
Before you install
When to use itUse it when you sell online through Stripe and want an agent to look up customers and invoices or build a checkout or subscription flow.
Watch outThe hosted MCP uses OAuth or API keys that can read and change live payment data such as customers, invoices and refunds. Use test mode or restricted keys first, and require a human to approve anything that moves money.
stripe · MIT · 1.9k stars16 cases in Money, tax & books → - Shopify/Shopify-AI-Toolkit
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.
- Runs code
- Uses the internet
- Reads and writes files
Works with- Claude Code
- Codex
- Cursor
- Hermes Agent
- OpenClaw
- +1 more
Before you install
When to use itUse it when you run a Shopify store and want the agent to update products, write theme or app code, or answer questions from Shopify docs.
Watch outStore commands run with the access of your Shopify CLI login, so the agent can change live products and settings. Install from the official npm or plugin source rather than ClawHub, and read the Hermes install script before running it.
Shopify · MIT · 596 stars21 cases in Sales & leads → - XeroAPI/xero-mcp-server
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.
- Runs code
- Uses the internet
Works with- Claude
Before you install
When to use itUse it when your books are in Xero and you want the agent to chase overdue invoices or prepare a monthly numbers summary.
Watch outNeeds a Xero custom connection client ID and secret, which grants the scopes you pick, including creating and editing invoices. Start with read only scopes on the Demo Company, and check any document before it goes to a customer.
XeroAPI · MIT · 376 stars16 cases in Money, tax & books → - intuit/quickbooks-online-mcp-server
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.
- Runs code
- Uses the internet
Works with- Claude Code
- Claude
Before you install
When to use itUse it when your finance work runs on QuickBooks Online and you want the agent to answer questions about spending, receivables or monthly results.
Watch outRequires registering an Intuit developer app and OAuth tokens for your company file; the tools can also delete records. Try it on a sandbox company first and keep a human check on any write or delete.
intuit · Apache-2.0 · 424 stars16 cases in Money, tax & books → - 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 stars21 cases in Operations & admin → - 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 stars21 cases in Operations & admin → - supabase/mcp
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.
- Runs code
- Uses the internet
Works with- Cursor
- Claude
Before you install
When to use itUse it when your internal tool or customer app runs on Supabase and you want the agent to inspect data or ship schema changes.
Watch outSigns in to your Supabase account, so without limits the agent can change or drop data and settings across projects. Set read_only and project_ref, and point it at a development project, not production.
supabase · Apache-2.0 · 2.9k stars21 cases in Tools, sites & apps → - 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 stars21 cases in Operations & admin → - microsoft/markitdown
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.
- Runs code
- Reads and writes files
Before you install
When to use itUse it when the agent needs to read a pile of contracts, quotes or reports that arrive as Office or PDF files.
Watch outRuns locally and reads the files you pass it; plugins are off by default. Only the optional OCR plugin or cloud document service sends content out, so leave those off for sensitive files.
microsoft · MIT · 190k stars17 cases in Inbox & calendar → - docling-project/docling
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.
- Runs code
- Reads and writes files
Before you install
When to use itUse it when simple converters lose the structure of invoices, financial statements or research reports and you need tables kept intact.
Watch outRuns on your own machine and downloads AI models on first use; documents are processed locally unless you choose a remote model. It can be heavy on CPU and memory for large batches.
docling-project · MIT · 69k stars21 cases in Research & analysis → - 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 stars21 cases in Operations & admin → - 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 stars21 cases in Operations & admin → - firecrawl/firecrawl-mcp-server
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.
- Runs code
- Uses the internet
Works with- Claude
- Cursor
Before you install
When to use itUse it for competitor checks, market research or building a lead list from public websites.
Watch outNeeds a Firecrawl API key, and the URLs and page content pass through Firecrawl cloud unless you self host it. Respect each site terms and avoid scraping personal data.
firecrawl · MIT · 7.6k stars21 cases in Research & analysis → - github/github-mcp-server
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.
- Runs code
- Uses the internet
Works with- Claude Code
- Claude
- Codex
- GitHub Copilot
- Cursor
- +2 more
Before you install
When to use itUse it when your website, internal tools or docs live on GitHub and you want the agent to keep issues and releases tidy.
Watch outUses OAuth or a personal access token, so the agent has whatever repo rights that token has. Use a fine grained token with the fewest repos and enable read only mode where you can.
github · MIT · 34k stars21 cases in Tools, sites & apps → - anthropics/skills
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.
- Runs code
- Reads and writes files
Works with- Claude Code
- Claude
Before you install
When to use itUse it when you want the agent to produce real office files or to learn how to package your own team procedures as skills.
Watch outSkills include scripts that run on your machine to create and edit files, and read the documents you give them. The document skills are source-available rather than open source, and the repo notes the skills are examples for learning.
anthropics · Apache-2.0 (most skills); source-available (document skills) · 181k stars17 cases in Inbox & calendar → - twentyhq/twenty
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.
- Runs code
- Uses the internet
- Reads and writes files
Works with- Claude Code
- Codex
- Cursor
Before you install
When to use itUse it when you want a CRM you control and shape to your own sales process instead of renting a closed one.
Watch outSelf hosting means you store customer data and must handle backups and updates; agent skills deploy code into your workspace with your API key. Most of the code is AGPL and some enterprise files use a commercial license.
twentyhq · AGPL-3.0 (core); MIT (SDK and apps); commercial (enterprise files) · 58k stars21 cases in Sales & leads → - Mintplex-Labs/anything-llm
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.
- Runs code
- Uses the internet
- Reads and writes files
Before you install
When to use itUse it when you want staff to ask questions about internal manuals and files without sending them to a public chat service.
Watch outStores uploaded files and chat history on your own server; data only leaves if you pick a cloud model or web tools. Agent tools can browse the web and call connected services, so set user roles before inviting staff.
Mintplex-Labs · MIT · 67k stars17 cases in Inbox & calendar → - Canner/WrenAI
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.
- Runs code
- Uses the internet
- Reads and writes files
Works with- Claude Code
- Codex
- Cursor
Before you install
When to use itUse it when owners keep asking for numbers like revenue by region or repeat customers and you want consistent answers without writing SQL.
Watch outConnects to your databases with the credentials you supply and runs generated SQL against them. Use a read only user, and review the semantic definitions since a wrong metric spreads to every answer.
Canner · Apache-2.0 (core); AGPL-3.0 and CC-BY-4.0 (some paths) · 18k stars16 cases in Leadership & reporting →
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Summaries are ours; each tool lives at its own link and is free to use under its own license. Read what a tool can touch before you install it, and start on test data. Skills marked “Made by Wize” come from the team that runs this site (about); they are listed on the same terms as everyone else's. Know a tool that belongs here? Send it in.