# Kairon > Find who to write to, when, and what to say. Over LinkedIn and email, from Claude, ChatGPT or the Kairon agent. Kairon is an MCP server. The operator connects it to an agent they already use (Claude, ChatGPT, Cursor, or their own) and that agent gains the ability to search for accounts, qualify them against an ideal customer profile, enrich the people behind them, and run LinkedIn sequences from the operator’s own seat. Nothing is sent without approval unless the operator grants a campaign autonomy. LinkedIn is live today; email and WhatsApp are being built. ## The product - [Home](https://heykairon.com/home.md): the full argument, in markdown - [MCP server](https://heykairon.com/mcp): every tool, with arguments and examples - [Tool catalogue](https://heykairon.com/mcp-tools.json): the same catalogue as JSON - [CLI](https://heykairon.com/cli): the command surface, derived from the same catalogue ## Comparisons - [Kairon vs Lemlist](https://heykairon.com/kairon-vs-lemlist): what each one does, side by side - [Kairon vs HeyReach](https://heykairon.com/kairon-vs-heyreach): what each one does, side by side - [Kairon vs Apollo](https://heykairon.com/kairon-vs-apollo): what each one does, side by side - [Kairon vs Dripify](https://heykairon.com/kairon-vs-dripify): what each one does, side by side - [Kairon vs Origami](https://heykairon.com/kairon-vs-origami): what each one does, side by side - [Kairon vs Gojiberry AI](https://heykairon.com/kairon-vs-gojiberry): what each one does, side by side - [Kairon vs Trigify](https://heykairon.com/kairon-vs-trigify): what each one does, side by side - [Kairon vs Waalaxy](https://heykairon.com/kairon-vs-waalaxy): what each one does, side by side - [Kairon vs Linked Helper](https://heykairon.com/kairon-vs-linked-helper): what each one does, side by side - [Kairon vs Lemlist](https://heykairon.com/es/kairon-vs-lemlist): what each one does, side by side - [Kairon vs HeyReach](https://heykairon.com/es/kairon-vs-heyreach): what each one does, side by side - [Kairon vs Apollo](https://heykairon.com/es/kairon-vs-apollo): what each one does, side by side - [Kairon vs Dripify](https://heykairon.com/es/kairon-vs-dripify): what each one does, side by side - [Kairon vs Origami](https://heykairon.com/es/kairon-vs-origami): what each one does, side by side - [Kairon vs Gojiberry AI](https://heykairon.com/es/kairon-vs-gojiberry): what each one does, side by side - [Kairon vs Trigify](https://heykairon.com/es/kairon-vs-trigify): what each one does, side by side - [Kairon vs Waalaxy](https://heykairon.com/es/kairon-vs-waalaxy): what each one does, side by side - [Kairon vs Linked Helper](https://heykairon.com/es/kairon-vs-linked-helper): what each one does, side by side ## Writing - [Our 923 LinkedIn Sends Talked Us Out of Publishing a Reply Rate Benchmark](https://heykairon.com/blog/linkedin-outreach-reply-rate): We read 923 LinkedIn sends on our own seats, then 18 accounts. The rate ran 6.7% to 36.0% inside one account, and the ranking inverts across accounts. - [The LinkedIn Connection Request Limit: 382 Refusals We Named After the Wrong Thing](https://heykairon.com/blog/linkedin-invitation-limit-refusals): 382 of 4,355 invitation attempts came back as a temporary account limit. We named that error already_invited_recently. All 382 were different people. - [What an AI SDR Agent Actually Did Across 9,592 Sequences](https://heykairon.com/blog/ai-sdr-agent-9592-sequences): We read 9,592 AI SDR agent sequence runs from our own database. 2.8% replied. Here is where the rest went, and a number we published that does not hold. - [How to Connect Claude to LinkedIn](https://heykairon.com/blog/how-to-connect-claude-to-linkedin): One command connects Claude to LinkedIn through Kairon. Here is the real sign-in handshake and a real search, captured end to end. - [Eleven LinkedIn MCP Servers, Read at a Pinned Commit](https://heykairon.com/blog/linkedin-mcp-servers-audited): We read the source of 11 LinkedIn MCP servers, ours included, each at one pinned commit, and report what each actually does. - [LinkedIn Premium vs. Sales Navigator: What Actually Restricts an Account](https://heykairon.com/blog/linkedin-premium-vs-sales-navigator): LinkedIn publishes no invite or search caps for either tier. Our own account got rate-limited under every daily cap we set — this is why. - [Remote MCP Server vs Local MCP Server: The Difference Is an Auth Surface](https://heykairon.com/blog/remote-mcp-server-vs-local-mcp-server): Remote vs local MCP servers, probed: six unauthenticated requests found two well-known paths answering 200 with an HTML shell. - [Three Kinds of MCP Failure Collapse Into One isError Flag](https://heykairon.com/blog/mcp-iserror-error-handling): A tools/call probe of our own MCP server: unknown tool, bad args, and a thrown exception all resolve with isError:true — and how an agent tells them apart. - [Our MCP Server Returns 40 Tools and 0 Tool Annotations](https://heykairon.com/blog/mcp-tool-annotations-audit): An in-process tools/list probe of our own MCP server: 0 of 40 tools carry ToolAnnotations. What the documented defaults then make a client assume. - [The Two-Minute Check That Found a Dead jwks_uri in Our MCP Server](https://heykairon.com/blog/remote-mcp-server-oauth-discovery): A two-minute check for remote MCP OAuth discovery: confirm every advertised URL resolves. Ours did not — the jwks_uri defect and the fix. - [Connecting Search Console to an AI agent when your org blocks service-account keys](https://heykairon.com/blog/search-console-mcp-service-account): The three errors you hit wiring Search Console to an MCP server, and the ADC path around them. With the exact API responses.