mcp-agent-patterns SKILL.md skillA
mcp-agent-patterns from vodailocz/kilo-kit-mcp is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vodailocz/kilo-kit-mcp/mcp-agent-patterns@git:20260907.70ddb5cPins git:20260907.70ddb5c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vodailocz/kilo-kit-mcp
- Path
skills/agent-frameworks/mcp-agent-patterns/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260907.70ddb5c, committed Sep 7, 2026
- First version recorded
- Aug 21, 2026
- Size
- 3,952 bytes
- Repository stars
- 28
- License
- Apache-2.0
Use when integrating or optimizing Model Context Protocol (MCP) servers and clients. Keywords: MCP, Model Context Protocol, tool discovery, lazy loading, sampling, resource subscription, MCP server.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# MCP Agent Patterns (Model Context Protocol) ## Overview The Model Context Protocol (MCP) provides a standardized way for AI agents to interact with external tools, data resources, and environments. This skill defines architectural patterns and implementation best practices for building, connecting, and optimizing MCP-based systems within the KILO-KIT ecosystem. ## When To Use - Implementing custom MCP servers or clients. - Integrating external services (APIs, DBs, filesystems) as MCP servers. - Optimizing context windows when dealing with large tool catalogs. - Implementing real-time resource synchronization or complex multi-server orchestrations. - Security-critical integrations requiring isolated execution environments. ## Core MCP Concepts - **Tools**: Executable functions exposed to the LLM. - **Resources**: Data sources that can be read by the LLM (e.g., file contents, database records). - **Prompts**: Reusable templates or workflows designed to be used by the LLM. - **Sampling**: A protocol allowing an MCP server to request the host client to perform LLM inference on its behalf, enabling agentic tool behavior. ## Advanced Patterns …
Read the whole file at its exact version.
How to install
mdr add vodailocz/kilo-kit-mcp/mcp-agent-patterns@sha256:4d2b9fd612d8f652The line at the top of this page pins the label git:20260907.70ddb5c, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_eauj3whvxx5uwari)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 21, 2026 and Sep 7, 2026, about one every 18 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260907.70ddb5c latest | 2026-09-07 | 70ddb5c | 3,952 B | A | view · diff |
| git:20260821.05c0d52 | 2026-08-21 | 05c0d52 | 3,976 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3952 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
vodailocz/kilo-kit-mcp · 28 stars · license Apache-2.0 · pushed 2026-09-13 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_eauj3whvxx5uwari GET https://markdownregistry.com/api/v1/resolve?ref=vodailocz/kilo-kit-mcp/mcp-agent-patterns GET https://markdownregistry.com/api/v1/blob/4d2b9fd612d8f65213e271258712724b4a4f95de2fc7af779753b638b7ffed17
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.