Lean Ctx Review
yvgude/lean-ctx
Review how the lean-ctx ctx MCP tools performed in the current session and file upstream issues for confirmed problems.
Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK
$ npx skills add github/awesome-copilot --skill rust-mcp-server-generator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install github/awesome-copilot rust-mcp-server-generator --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/rust-mcp-server-generator .claude/skills/rust-mcp-server-generator && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "rust-mcp-server-generator" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/rust-mcp-server-generator into .claude/skills/rust-mcp-server-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-mcp-server-generator", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/github/awesome-copilot/tree/main/skills/rust-mcp-server-generatorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add github/awesome-copilot --skill rust-mcp-server-generator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install github/awesome-copilot rust-mcp-server-generator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/rust-mcp-server-generator .agents/skills/rust-mcp-server-generator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "rust-mcp-server-generator" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/rust-mcp-server-generator into .agents/skills/rust-mcp-server-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-mcp-server-generator", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add github/awesome-copilot --skill rust-mcp-server-generator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install github/awesome-copilot rust-mcp-server-generator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/rust-mcp-server-generator .cursor/skills/rust-mcp-server-generator && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "rust-mcp-server-generator" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/rust-mcp-server-generator into .cursor/skills/rust-mcp-server-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-mcp-server-generator", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/github/awesome-copilot.git --path skills/rust-mcp-server-generator--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add github/awesome-copilot --skill rust-mcp-server-generator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install github/awesome-copilot rust-mcp-server-generator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/rust-mcp-server-generator .gemini/skills/rust-mcp-server-generator && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "rust-mcp-server-generator" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/rust-mcp-server-generator into .gemini/skills/rust-mcp-server-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-mcp-server-generator", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install github/awesome-copilot rust-mcp-server-generatorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add github/awesome-copilot --skill rust-mcp-server-generator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/rust-mcp-server-generator .github/skills/rust-mcp-server-generator && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "rust-mcp-server-generator" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/rust-mcp-server-generator into .github/skills/rust-mcp-server-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-mcp-server-generator", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add github/awesome-copilot --skill rust-mcp-server-generator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install github/awesome-copilot rust-mcp-server-generator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/rust-mcp-server-generator .opencode/skills/rust-mcp-server-generator && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "rust-mcp-server-generator" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/rust-mcp-server-generator into .opencode/skills/rust-mcp-server-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-mcp-server-generator", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
rust-mcp-server-generatorGenerate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK
Rust MCP Server Generator is an agent skill from github/awesome-copilot, published by the product's own GitHub organization. Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK
Its SKILL.md is about 3.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering MCP servers. It works with Rust and Model Context Protocol. The repository describes itself as: Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot. The licence is MIT.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 727ff2e. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
cargoFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Rust MCP Server Generator loads about 3.2k tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 222 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from github/awesome-copilot at commit 727ff2e, republished under its MIT licence (© github). 222 words, ~3,190 tokens.
.claude/skills/rust-mcp-server-generator/SKILL.md (or your agent's skills folder).You are a Rust MCP server generator. Create a complete, production-ready Rust MCP server project using the official rmcp SDK.
Ask the user for:
Generate this structure:
{project-name}/
├── Cargo.toml
├── .gitignore
├── README.md
├── src/
│ ├── main.rs
│ ├── handler.rs
│ ├── tools/
│ │ ├── mod.rs
│ │ └── {tool_name}.rs
│ ├── prompts/
│ │ ├── mod.rs
│ │ └── {prompt_name}.rs
│ ├── resources/
│ │ ├── mod.rs
│ │ └── {resource_name}.rs
│ └── state.rs
└── tests/
└── integration_test.rs[package]
name = "{project-name}"
version = "0.1.0"
edition = "2021"
[dependencies]
rmcp = { version = "0.8.1", features = ["server"] }
rmcp-macros = "0.8"
tokio = { version = "1", features = ["full"] }
serde = { version = "1.0", features = ["derive"] }
serde_json = "1.0"
anyhow = "1.0"
tracing = "0.1"
tracing-subscriber = "0.3"
schemars = { version = "0.8", features = ["derive"] }
async-trait = "0.1"
# Optional: for HTTP transports
axum = { version = "0.7", optional = true }
tower-http = { version = "0.5", features = ["cors"], optional = true }
[dev-dependencies]
tokio-test = "0.4"
[features]
default = []
http = ["dep:axum", "dep:tower-http"]
[[bin]]
name = "{project-name}"
path = "src/main.rs"/target
Cargo.lock
*.swp
*.swo
*~
.DS_Store# {Project Name}
{Server description}
## Installation
```bash
cargo build --releasecargo runcargo run --features http -- --transport ssecargo run --features http -- --transport httpConfigure in your MCP client (e.g., Claude Desktop):
{
"mcpServers": {
"{project-name}": {
"command": "path/to/target/release/{project-name}",
"args": []
}
}
}Run tests:
cargo testRun with logging:
RUST_LOG=debug cargo run
### src/main.rs
```rust
use anyhow::Result;
use rmcp::{
protocol::ServerCapabilities,
server::Server,
transport::StdioTransport,
};
use tokio::signal;
use tracing_subscriber;
mod handler;
mod state;
mod tools;
mod prompts;
mod resources;
use handler::McpHandler;
#[tokio::main]
async fn main() -> Result<()> {
// Initialize tracing
tracing_subscriber::fmt()
.with_max_level(tracing::Level::INFO)
.with_target(false)
.init();
tracing::info!("Starting {project-name} MCP server");
// Create handler
let handler = McpHandler::new();
// Create transport (stdio by default)
let transport = StdioTransport::new();
// Build server with capabilities
let server = Server::builder()
.with_handler(handler)
.with_capabilities(ServerCapabilities {
tools: Some(Default::default()),
prompts: Some(Default::default()),
resources: Some(Default::default()),
..Default::default()
})
.build(transport)?;
tracing::info!("Server started, waiting for requests");
// Run server until Ctrl+C
server.run(signal::ctrl_c()).await?;
tracing::info!("Server shutting down");
Ok(())
}use rmcp::{
model::*,
protocol::*,
server::{RequestContext, ServerHandler, RoleServer, ToolRouter},
ErrorData,
};
use rmcp::{tool_router, tool_handler};
use async_trait::async_trait;
use crate::state::ServerState;
use crate::tools;
pub struct McpHandler {
state: ServerState,
tool_router: ToolRouter,
}
#[tool_router]
impl McpHandler {
// Include tool definitions from tools module
#[tool(
name = "example_tool",
description = "An example tool",
annotations(read_only_hint = true)
)]
async fn example_tool(params: Parameters<tools::ExampleParams>) -> Result<String, String> {
tools::example::execute(params).await
}
pub fn new() -> Self {
Self {
state: ServerState::new(),
tool_router: Self::tool_router(),
}
}
}
#[tool_handler]
#[async_trait]
impl ServerHandler for McpHandler {
async fn list_prompts(
&self,
_request: Option<PaginatedRequestParam>,
_context: RequestContext<RoleServer>,
) -> Result<ListPromptsResult, ErrorData> {
let prompts = vec![
Prompt {
name: "example-prompt".to_string(),
description: Some("An example prompt".to_string()),
arguments: Some(vec![
PromptArgument {
name: "topic".to_string(),
description: Some("The topic to discuss".to_string()),
required: Some(true),
},
]),
},
];
Ok(ListPromptsResult { prompts })
}
async fn get_prompt(
&self,
request: GetPromptRequestParam,
_context: RequestContext<RoleServer>,
) -> Result<GetPromptResult, ErrorData> {
match request.name.as_str() {
"example-prompt" => {
let topic = request.arguments
.as_ref()
.and_then(|args| args.get("topic"))
.ok_or_else(|| ErrorData::invalid_params("topic required"))?;
Ok(GetPromptResult {
description: Some("Example prompt".to_string()),
messages: vec![
PromptMessage::user(format!("Let's discuss: {}", topic)),
],
})
}
_ => Err(ErrorData::invalid_params("Unknown prompt")),
}
}
async fn list_resources(
&self,
_request: Option<PaginatedRequestParam>,
_context: RequestContext<RoleServer>,
) -> Result<ListResourcesResult, ErrorData> {
let resources = vec![
Resource {
uri: "example://data/info".to_string(),
name: "Example Resource".to_string(),
description: Some("An example resource".to_string()),
mime_type: Some("text/plain".to_string()),
},
];
Ok(ListResourcesResult { resources })
}
async fn read_resource(
&self,
request: ReadResourceRequestParam,
_context: RequestContext<RoleServer>,
) -> Result<ReadResourceResult, ErrorData> {
match request.uri.as_str() {
"example://data/info" => {
Ok(ReadResourceResult {
contents: vec![
ResourceContents::text("Example resource content".to_string())
.with_uri(request.uri)
.with_mime_type("text/plain"),
],
})
}
_ => Err(ErrorData::invalid_params("Unknown resource")),
}
}
}use std::sync::Arc;
use tokio::sync::RwLock;
#[derive(Clone)]
pub struct ServerState {
// Add shared state here
counter: Arc<RwLock<i32>>,
}
impl ServerState {
pub fn new() -> Self {
Self {
counter: Arc::new(RwLock::new(0)),
}
}
pub async fn increment(&self) -> i32 {
let mut counter = self.counter.write().await;
*counter += 1;
*counter
}
pub async fn get(&self) -> i32 {
*self.counter.read().await
}
}pub mod example;
pub use example::ExampleParams;use rmcp::model::Parameters;
use serde::{Deserialize, Serialize};
use schemars::JsonSchema;
#[derive(Debug, Deserialize, JsonSchema)]
pub struct ExampleParams {
pub input: String,
}
pub async fn execute(params: Parameters<ExampleParams>) -> Result<String, String> {
let input = ¶ms.inner().input;
// Tool logic here
Ok(format!("Processed: {}", input))
}
#[cfg(test)]
mod tests {
use super::*;
#[tokio::test]
async fn test_example_tool() {
let params = Parameters::new(ExampleParams {
input: "test".to_string(),
});
let result = execute(params).await.unwrap();
assert!(result.contains("test"));
}
}// Prompt implementations can go here if needed// Resource implementations can go here if neededuse rmcp::{
model::*,
protocol::*,
server::{RequestContext, ServerHandler, RoleServer},
};
// Replace with your actual project name in snake_case
// Example: if project is "my-mcp-server", use my_mcp_server
use my_mcp_server::handler::McpHandler;
#[tokio::test]
async fn test_list_tools() {
let handler = McpHandler::new();
let context = RequestContext::default();
let result = handler.list_tools(None, context).await.unwrap();
assert!(!result.tools.is_empty());
assert!(result.tools.iter().any(|t| t.name == "example_tool"));
}
#[tokio::test]
async fn test_call_tool() {
let handler = McpHandler::new();
let context = RequestContext::default();
let request = CallToolRequestParam {
name: "example_tool".to_string(),
arguments: Some(serde_json::json!({
"input": "test"
})),
};
let result = handler.call_tool(request, context).await;
assert!(result.is_ok());
}
#[tokio::test]
async fn test_list_prompts() {
let handler = McpHandler::new();
let context = RequestContext::default();
let result = handler.list_prompts(None, context).await.unwrap();
assert!(!result.prompts.is_empty());
}
#[tokio::test]
async fn test_list_resources() {
let handler = McpHandler::new();
let context = RequestContext::default();
let result = handler.list_resources(None, context).await.unwrap();
assert!(!result.resources.is_empty());
}#[tool], #[tool_router], and #[tool_handler] macros for cleaner codeschemars::JsonSchema for all parameter typesResult types with proper error messagesArc<RwLock<T>> for shared statetracing macros (info!, debug!, warn!, error!)#[derive(Debug, Deserialize, JsonSchema)]
pub struct GreetParams {
pub name: String,
}
#[tool(
name = "greet",
description = "Greets a user by name",
annotations(read_only_hint = true, idempotent_hint = true)
)]
async fn greet(params: Parameters<GreetParams>) -> String {
format!("Hello, {}!", params.inner().name)
}#[derive(Debug, Deserialize, JsonSchema)]
pub struct DivideParams {
pub a: f64,
pub b: f64,
}
#[tool(name = "divide", description = "Divides two numbers")]
async fn divide(params: Parameters<DivideParams>) -> Result<f64, String> {
let p = params.inner();
if p.b == 0.0 {
Err("Cannot divide by zero".to_string())
} else {
Ok(p.a / p.b)
}
}#[tool(
name = "increment",
description = "Increments the counter",
annotations(destructive_hint = true)
)]
async fn increment(state: &ServerState) -> i32 {
state.increment().await
}After generation:
cd {project-name}
cargo build
cargo test
cargo runFor Claude Desktop integration:
{
"mcpServers": {
"{project-name}": {
"command": "path/to/{project-name}/target/release/{project-name}",
"args": []
}
}
}Now generate the complete project based on the user's requirements!
© github, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/rust-mcp-server-generator of github/awesome-copilot.
Open the folder on GitHubat commit 727ff2e
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in github/awesome-copilot, which our catalogue first saw on October 7, 2026.
Rust MCP Server Generator next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Rust MCP Server Generator this skillgithub/awesome-copilot | 40k | 1 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Lean Ctx Reviewyvgude/lean-ctx | 3.9k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Foremergenaw103/foremerge | 536 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | |
| Embedded DebuggerAdancurusul/embedded-debugger-mcp | 199 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Agnixagent-sh/agnix | 444 | — | ~874 | Automated safety check: Pass | Apache-2.0 | |
| Agnixagent-sh/agnix | 444 | — | ~563 | Automated safety check: Pass | Apache-2.0 |
yvgude/lean-ctx
Review how the lean-ctx ctx MCP tools performed in the current session and file upstream issues for confirmed problems.
naw103/foremerge
Coordinate parallel coding agents with Foremerge's local Git-compatible CLI and MCP server.
Adancurusul/embedded-debugger-mcp
Embedded hardware debugging workflow for probe-rs targets using embedded-debugger-mcp.
agent-sh/agnix
A skill your agent uses when user asks to 'lint agent configs', 'validate skills', 'check CLAUDE.md', 'validate hooks', 'lint MCP'.
agent-sh/agnix
A skill your agent uses when user asks to 'lint agent configs', 'validate skills', 'check CLAUDE.md', 'validate hooks', 'lint MCP'.
linggen/linggen-memory
Linggen — durable cross-host memory plus browser control, over two local MCP servers: ling-mem for memory, the Linggen engine for browser, X and agents.
github/awesome-copilot
Maps an unfamiliar codebase into seven evidence-backed documents in docs/codebase/, using a scan script and templates, for onboarding or architecture write-ups.
github/awesome-copilot
Designs Azure infrastructure from a natural-language description, or diagrams an existing resource group, then refines the design through conversation and deploys it with Bicep.
github/awesome-copilot
Generates, edits and validates draw.io files with correct mxGraph XML, covering flowcharts, architecture, sequence, ER and UML class diagrams.
github/awesome-copilot
Cleans raw credit data and screens variables before loan modeling, dropping unstable, noisy or redundant features and writing an Excel report of every step.
github/awesome-copilot
Builds a warm, browser-based daily focus board the user updates by talking to their agent, with Eisenhower priorities, a brain-dump box and kind not-today carryover.
github/awesome-copilot
End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI.
Works with
Categories
Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK. Rust MCP Server Generator is an agent skill from github/awesome-copilot, published by the product's own GitHub organization.
Rust MCP Server Generator fits situations like: tasks that involve MCP servers.
Run `npx skills add github/awesome-copilot --skill rust-mcp-server-generator -a claude-code`. Or copy the skill folder (skills/rust-mcp-server-generator in github/awesome-copilot) into .claude/skills/rust-mcp-server-generator in your project. Claude Code loads it when a task matches its description.
Run `npx skills add github/awesome-copilot --skill rust-mcp-server-generator -a codex`. Or copy the skill folder (skills/rust-mcp-server-generator in github/awesome-copilot) into .agents/skills/rust-mcp-server-generator in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add github/awesome-copilot --skill rust-mcp-server-generator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/rust-mcp-server-generator, .gemini/skills/rust-mcp-server-generator, .github/skills/rust-mcp-server-generator and .opencode/skills/rust-mcp-server-generator in your project.
Going by SKILL.md and its folder, Rust MCP Server Generator needs the command-line tools its instructions call (cargo).
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Rust MCP Server Generator is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.2k tokens (SKILL.md is roughly 13k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Rust MCP Server Generator: Lean Ctx Review (yvgude/lean-ctx, 3.9k stars), Foremerge (naw103/foremerge, 536 stars), Embedded Debugger (Adancurusul/embedded-debugger-mcp, 199 stars) and Agnix (agent-sh/agnix, 444 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
github (a GitHub organization, an official publisher) maintains it in github/awesome-copilot, which has 39,748 GitHub stars. The repository holds 417 skills in this directory. The repository was last updated on October 7, 2026.
Source: github/awesome-copilot on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.