MCP server or agent skill to connect your product to AI agents by Aleksandr KhrukaloMCP server or agent skill to connect your product to AI agents by Aleksandr Khrukalo
MCP server or agent skill to connect your product to AI agentsAleksandr Khrukalo
Your product, usable by Claude, ChatGPT and other agents: an MCP server over your API, or an Agent Skill that teaches agents to use the tools you already expose, with the guardrails written down and tested.
What you get
An MCP server (Python or TypeScript) with typed tools, auth, and the destructive actions behind a confirmation step
Or a Skill (SKILL.md, references, scenarios) for an existing server, routed and validated the way your repo expects
Release scenarios that fail when an agent crosses a boundary, run against your live server
A measured before/after: the same prompt, with and without the skill
Recent work: a webhooks skill for Mermail’s production MCP server (public PR to their skills repo). With the skills on main, an agent offered to create a webhook to an address taken from an injected email 3 of 3 times; with the branch, it asked the owner to type the destination 3 of 3 times.
Price covers one server or skill with up to ten tools; larger surfaces are quoted after a short call.
MCP server or agent skill to connect your product to AI agentsAleksandr Khrukalo
Starting at$450
Duration1 week
Tags
MCP
Your product, usable by Claude, ChatGPT and other agents: an MCP server over your API, or an Agent Skill that teaches agents to use the tools you already expose, with the guardrails written down and tested.
What you get
An MCP server (Python or TypeScript) with typed tools, auth, and the destructive actions behind a confirmation step
Or a Skill (SKILL.md, references, scenarios) for an existing server, routed and validated the way your repo expects
Release scenarios that fail when an agent crosses a boundary, run against your live server
A measured before/after: the same prompt, with and without the skill
Recent work: a webhooks skill for Mermail’s production MCP server (public PR to their skills repo). With the skills on main, an agent offered to create a webhook to an address taken from an injected email 3 of 3 times; with the branch, it asked the owner to type the destination 3 of 3 times.
Price covers one server or skill with up to ten tools; larger surfaces are quoted after a short call.