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57 changes: 45 additions & 12 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -80,6 +80,7 @@ Alternatively, to manually configure VS Code, choose the appropriate JSON block
</table>

### Install in other MCP hosts

- **[GitHub Copilot in other IDEs](/docs/installation-guides/install-other-copilot-ides.md)** - Installation for JetBrains, Visual Studio, Eclipse, and Xcode with GitHub Copilot
- **[Claude Applications](/docs/installation-guides/install-claude.md)** - Installation guide for Claude Desktop and Claude Code CLI
- **[Codex](/docs/installation-guides/install-codex.md)** - Installation guide for Open AI Codex
Expand All @@ -104,6 +105,7 @@ When no toolsets are specified, [default toolsets](#default-toolset) are used.
GitHub Enterprise Cloud can also make use of the remote server.

Example for `https://octocorp.ghe.com` with GitHub PAT token:

```
{
...
Expand Down Expand Up @@ -140,24 +142,30 @@ The MCP server can use many of the GitHub APIs, so enable the permissions that y
<details><summary><b>Handling PATs Securely</b></summary>

### Environment Variables (Recommended)

To keep your GitHub PAT secure and reusable across different MCP hosts:

1. **Store your PAT in environment variables**

```bash
export GITHUB_PAT=your_token_here
```

Or create a `.env` file:

```env
GITHUB_PAT=your_token_here
```

2. **Protect your `.env` file**

```bash
# Add to .gitignore to prevent accidental commits
echo ".env" >> .gitignore
```

3. **Reference the token in configurations**

```bash
# CLI usage
claude mcp update github -e GITHUB_PERSONAL_ACCESS_TOKEN=$GITHUB_PAT
Expand All @@ -180,6 +188,7 @@ To keep your GitHub PAT secure and reusable across different MCP hosts:
- **Regular rotation**: Update tokens periodically
- **Never commit**: Keep tokens out of version control
- **File permissions**: Restrict access to config files containing tokens

```bash
chmod 600 ~/.your-app/config.json
```
Expand All @@ -193,6 +202,7 @@ the hostname for GitHub Enterprise Server or GitHub Enterprise Cloud with data r

- For GitHub Enterprise Server, prefix the hostname with the `https://` URI scheme, as it otherwise defaults to `http://`, which GitHub Enterprise Server does not support.
- For GitHub Enterprise Cloud with data residency, use `https://YOURSUBDOMAIN.ghe.com` as the hostname.

``` json
"github": {
"command": "docker",
Expand Down Expand Up @@ -328,6 +338,18 @@ If you don't have Docker, you can use `go build` to build the binary in the
}
```

### CLI utilities

The `github-mcp-server` binary includes a few CLI subcommands that are helpful for debugging and exploring the server.

- `github-mcp-server tool-search "<query>"` searches tools by name, description, and input parameter names. Use `--max-results` to return more matches.
Example:

```bash
docker run -i --rm ghcr.io/github/github-mcp-server tool-search "issue" --max-results 5
github-mcp-server tool-search "issue" --max-results 5
```

## Tool Configuration

The GitHub MCP Server supports enabling or disabling specific groups of functionalities via the `--toolsets` flag. This allows you to control which GitHub API capabilities are available to your AI tools. Enabling only the toolsets that you need can help the LLM with tool choice and reduce the context size.
Expand All @@ -349,6 +371,7 @@ To specify toolsets you want available to the LLM, you can pass an allow-list in
```

2. **Using Environment Variable**:

```bash
GITHUB_TOOLSETS="repos,issues,pull_requests,actions,code_security" ./github-mcp-server
```
Expand All @@ -366,23 +389,29 @@ You can also configure specific tools using the `--tools` flag. Tools can be use
```

2. **Using Environment Variable**:

```bash
GITHUB_TOOLS="get_file_contents,issue_read,create_pull_request" ./github-mcp-server
```

3. **Combining with Toolsets** (additive):

```bash
github-mcp-server --toolsets repos,issues --tools get_gist
```

This registers all tools from `repos` and `issues` toolsets, plus `get_gist`.

4. **Combining with Dynamic Toolsets** (additive):

```bash
github-mcp-server --tools get_file_contents --dynamic-toolsets
```

This registers `get_file_contents` plus the dynamic toolset tools (`enable_toolset`, `list_available_toolsets`, `get_toolset_tools`).

**Important Notes:**

- Tools, toolsets, and dynamic toolsets can all be used together
- Read-only mode takes priority: write tools are skipped if `--read-only` is set, even if explicitly requested via `--tools`
- Tool names must match exactly (e.g., `get_file_contents`, not `getFileContents`). Invalid tool names will cause the server to fail at startup with an error message
Expand Down Expand Up @@ -435,9 +464,11 @@ GITHUB_TOOLSETS="all" ./github-mcp-server
```

#### "default" toolset

The default toolset `default` is the configuration that gets passed to the server if no toolsets are specified.

The default configuration is:

- context
- repos
- issues
Expand Down Expand Up @@ -1371,32 +1402,34 @@ The following sets of tools are available:

<summary>Copilot</summary>

- **create_pull_request_with_copilot** - Perform task with GitHub Copilot coding agent
- `owner`: Repository owner. You can guess the owner, but confirm it with the user before proceeding. (string, required)
- `repo`: Repository name. You can guess the repository name, but confirm it with the user before proceeding. (string, required)
- `problem_statement`: Detailed description of the task to be performed (e.g., 'Implement a feature that does X', 'Fix bug Y', etc.) (string, required)
- `title`: Title for the pull request that will be created (string, required)
- `base_ref`: Git reference (e.g., branch) that the agent will start its work from. If not specified, defaults to the repository's default branch (string, optional)
- **create_pull_request_with_copilot** - Perform task with GitHub Copilot coding agent
- `owner`: Repository owner. You can guess the owner, but confirm it with the user before proceeding. (string, required)
- `repo`: Repository name. You can guess the repository name, but confirm it with the user before proceeding. (string, required)
- `problem_statement`: Detailed description of the task to be performed (e.g., 'Implement a feature that does X', 'Fix bug Y', etc.) (string, required)
- `title`: Title for the pull request that will be created (string, required)
- `base_ref`: Git reference (e.g., branch) that the agent will start its work from. If not specified, defaults to the repository's default branch (string, optional)

</details>

<details>

<summary>Copilot Spaces</summary>

- **get_copilot_space** - Get Copilot Space
- `owner`: The owner of the space. (string, required)
- `name`: The name of the space. (string, required)
- **get_copilot_space** - Get Copilot Space
- `owner`: The owner of the space. (string, required)
- `name`: The name of the space. (string, required)

- **list_copilot_spaces** - List Copilot Spaces

- **list_copilot_spaces** - List Copilot Spaces
</details>

<details>

<summary>GitHub Support Docs Search</summary>

- **github_support_docs_search** - Retrieve documentation relevant to answer GitHub product and support questions. Support topics include: GitHub Actions Workflows, Authentication, GitHub Support Inquiries, Pull Request Practices, Repository Maintenance, GitHub Pages, GitHub Packages, GitHub Discussions, Copilot Spaces
- `query`: Input from the user about the question they need answered. This is the latest raw unedited user message. You should ALWAYS leave the user message as it is, you should never modify it. (string, required)
- **github_support_docs_search** - Retrieve documentation relevant to answer GitHub product and support questions. Support topics include: GitHub Actions Workflows, Authentication, GitHub Support Inquiries, Pull Request Practices, Repository Maintenance, GitHub Pages, GitHub Packages, GitHub Discussions, Copilot Spaces
- `query`: Input from the user about the question they need answered. This is the latest raw unedited user message. You should ALWAYS leave the user message as it is, you should never modify it. (string, required)

</details>

## Dynamic Tool Discovery
Expand Down
1 change: 0 additions & 1 deletion cmd/github-mcp-server/main.go
Original file line number Diff line number Diff line change
Expand Up @@ -136,7 +136,6 @@ func initConfig() {
viper.SetEnvPrefix("github")
viper.SetEnvKeyReplacer(strings.NewReplacer("-", "_"))
viper.AutomaticEnv()

}

func main() {
Expand Down
4 changes: 4 additions & 0 deletions go.mod
Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,7 @@ module github.com/github/github-mcp-server
go 1.24.0

require (
github.com/fatih/color v1.18.0
github.com/google/go-github/v79 v79.0.0
github.com/google/jsonschema-go v0.4.2
github.com/josephburnett/jd v1.9.2
Expand All @@ -20,6 +21,8 @@ require (
github.com/gorilla/css v1.0.1 // indirect
github.com/josharian/intern v1.0.0 // indirect
github.com/mailru/easyjson v0.7.7 // indirect
github.com/mattn/go-colorable v0.1.13 // indirect
github.com/mattn/go-isatty v0.0.20 // indirect
github.com/stretchr/objx v0.5.2 // indirect
github.com/yudai/golcs v0.0.0-20170316035057-ecda9a501e82 // indirect
go.yaml.in/yaml/v3 v3.0.4 // indirect
Expand All @@ -34,6 +37,7 @@ require (
github.com/go-viper/mapstructure/v2 v2.5.0
github.com/google/go-querystring v1.1.0 // indirect
github.com/inconshreveable/mousetrap v1.1.0 // indirect
github.com/lithammer/fuzzysearch v1.1.8
github.com/modelcontextprotocol/go-sdk v1.2.0
github.com/pelletier/go-toml/v2 v2.2.4 // indirect
github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect
Expand Down
42 changes: 42 additions & 0 deletions go.sum
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,8 @@ github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSs
github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM=
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
github.com/fatih/color v1.18.0 h1:S8gINlzdQ840/4pfAwic/ZE0djQEH3wM94VfqLTZcOM=
github.com/fatih/color v1.18.0/go.mod h1:4FelSpRwEGDpQ12mAdzqdOukCy4u8WUtOY6lkT/6HfU=
github.com/frankban/quicktest v1.14.6 h1:7Xjx+VpznH+oBnejlPUj8oUpdxnVs4f8XU8WnHkI4W8=
github.com/frankban/quicktest v1.14.6/go.mod h1:4ptaffx2x8+WTWXmUCuVU6aPUX1/Mz7zb5vbUoiM6w0=
github.com/fsnotify/fsnotify v1.9.0 h1:2Ml+OJNzbYCTzsxtv8vKSFD9PbJjmhYF14k/jKC7S9k=
Expand Down Expand Up @@ -44,11 +46,18 @@ github.com/kr/pty v1.1.1/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ=
github.com/kr/text v0.1.0/go.mod h1:4Jbv+DJW3UT/LiOwJeYQe1efqtUx/iVham/4vfdArNI=
github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY=
github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE=
github.com/lithammer/fuzzysearch v1.1.8 h1:/HIuJnjHuXS8bKaiTMeeDlW2/AyIWk2brx1V8LFgLN4=
github.com/lithammer/fuzzysearch v1.1.8/go.mod h1:IdqeyBClc3FFqSzYq/MXESsS4S0FsZ5ajtkr5xPLts4=
github.com/mailru/easyjson v0.0.0-20190614124828-94de47d64c63/go.mod h1:C1wdFJiN94OJF2b5HbByQZoLdCWB1Yqtg26g4irojpc=
github.com/mailru/easyjson v0.0.0-20190626092158-b2ccc519800e/go.mod h1:C1wdFJiN94OJF2b5HbByQZoLdCWB1Yqtg26g4irojpc=
github.com/mailru/easyjson v0.7.6/go.mod h1:xzfreul335JAWq5oZzymOObrkdz5UnU4kGfJJLY9Nlc=
github.com/mailru/easyjson v0.7.7 h1:UGYAvKxe3sBsEDzO8ZeWOSlIQfWFlxbzLZe7hwFURr0=
github.com/mailru/easyjson v0.7.7/go.mod h1:xzfreul335JAWq5oZzymOObrkdz5UnU4kGfJJLY9Nlc=
github.com/mattn/go-colorable v0.1.13 h1:fFA4WZxdEF4tXPZVKMLwD8oUnCTTo08duU7wxecdEvA=
github.com/mattn/go-colorable v0.1.13/go.mod h1:7S9/ev0klgBDR4GtXTXX8a3vIGJpMovkB8vQcUbaXHg=
github.com/mattn/go-isatty v0.0.16/go.mod h1:kYGgaQfpe5nmfYZH+SKPsOc2e4SrIfOl2e/yFXSvRLM=
github.com/mattn/go-isatty v0.0.20 h1:xfD0iDuEKnDkl03q4limB+vH+GxLEtL/jb4xVJSWWEY=
github.com/mattn/go-isatty v0.0.20/go.mod h1:W+V8PltTTMOvKvAeJH7IuucS94S2C6jfK/D7dTCTo3Y=
github.com/microcosm-cc/bluemonday v1.0.27 h1:MpEUotklkwCSLeH+Qdx1VJgNqLlpY2KXwXFM08ygZfk=
github.com/microcosm-cc/bluemonday v1.0.27/go.mod h1:jFi9vgW+H7c3V0lb6nR74Ib/DIB5OBs92Dimizgw2cA=
github.com/modelcontextprotocol/go-sdk v1.2.0 h1:Y23co09300CEk8iZ/tMxIX1dVmKZkzoSBZOpJwUnc/s=
Expand Down Expand Up @@ -96,20 +105,53 @@ github.com/yosida95/uritemplate/v3 v3.0.2 h1:Ed3Oyj9yrmi9087+NczuL5BwkIc4wvTb5zI
github.com/yosida95/uritemplate/v3 v3.0.2/go.mod h1:ILOh0sOhIJR3+L/8afwt/kE++YT040gmv5BQTMR2HP4=
github.com/yudai/golcs v0.0.0-20170316035057-ecda9a501e82 h1:BHyfKlQyqbsFN5p3IfnEUduWvb9is428/nNb5L3U01M=
github.com/yudai/golcs v0.0.0-20170316035057-ecda9a501e82/go.mod h1:lgjkn3NuSvDfVJdfcVVdX+jpBxNmX4rDAzaS45IcYoM=
github.com/yuin/goldmark v1.4.13/go.mod h1:6yULJ656Px+3vBD8DxQVa3kxgyrAnzto9xy5taEt/CY=
go.yaml.in/yaml/v3 v3.0.4 h1:tfq32ie2Jv2UxXFdLJdh3jXuOzWiL1fo0bu/FbuKpbc=
go.yaml.in/yaml/v3 v3.0.4/go.mod h1:DhzuOOF2ATzADvBadXxruRBLzYTpT36CKvDb3+aBEFg=
golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
golang.org/x/exp v0.0.0-20240719175910-8a7402abbf56 h1:2dVuKD2vS7b0QIHQbpyTISPd0LeHDbnYEryqj5Q1ug8=
golang.org/x/exp v0.0.0-20240719175910-8a7402abbf56/go.mod h1:M4RDyNAINzryxdtnbRXRL/OHtkFuWGRjvuhBJpk2IlY=
golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4=
golang.org/x/mod v0.8.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg=
golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c=
golang.org/x/net v0.6.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs=
golang.org/x/net v0.38.0 h1:vRMAPTMaeGqVhG5QyLJHqNDwecKTomGeqbnfZyKlBI8=
golang.org/x/net v0.38.0/go.mod h1:ivrbrMbzFq5J41QOQh0siUuly180yBYtLp+CKbEaFx8=
golang.org/x/oauth2 v0.30.0 h1:dnDm7JmhM45NNpd8FDDeLhK6FwqbOf4MLCM9zb1BOHI=
golang.org/x/oauth2 v0.30.0/go.mod h1:B++QgG3ZKulg6sRPGD/mqlHQs5rB3Ml9erfeDY7xKlU=
golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.0.0-20220811171246-fbc7d0a398ab/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.31.0 h1:ioabZlmFYtWhL+TRYpcnNlLwhyxaM9kWTDEmfnprqik=
golang.org/x/sys v0.31.0/go.mod h1:BJP2sWEmIv4KK5OTEluFJCKSidICx8ciO85XgH3Ak8k=
golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
golang.org/x/term v0.5.0/go.mod h1:jMB1sMXY+tzblOD4FWmEbocvup2/aLOaQEp7JmGp78k=
golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ=
golang.org/x/text v0.7.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
golang.org/x/text v0.28.0 h1:rhazDwis8INMIwQ4tpjLDzUhx6RlXqZNPEM0huQojng=
golang.org/x/text v0.28.0/go.mod h1:U8nCwOR8jO/marOQ0QbDiOngZVEBB7MAiitBuMjXiNU=
golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
golang.org/x/tools v0.6.0/go.mod h1:Xwgl3UAJ/d3gWutnCtw505GrjyAbvKui8lOU390QaIU=
golang.org/x/tools v0.35.0 h1:mBffYraMEf7aa0sB+NuKnuCy8qI/9Bughn8dC2Gu5r0=
golang.org/x/tools v0.35.0/go.mod h1:NKdj5HkL/73byiZSJjqJgKn3ep7KjFkBOkR/Hps3VPw=
golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
Expand Down
4 changes: 2 additions & 2 deletions internal/ghmcp/server.go
Original file line number Diff line number Diff line change
Expand Up @@ -215,7 +215,7 @@ func NewMCPServer(cfg MCPServerConfig) (*mcp.Server, error) {
cfg.Translator,
github.FeatureFlags{
LockdownMode: cfg.LockdownMode,
InsiderMode: cfg.InsiderMode,
InsiderMode: cfg.InsiderMode,
},
cfg.ContentWindowSize,
featureChecker,
Expand All @@ -235,7 +235,7 @@ func NewMCPServer(cfg MCPServerConfig) (*mcp.Server, error) {
WithToolsets(enabledToolsets).
WithTools(cfg.EnabledTools).
WithFeatureChecker(featureChecker)

// Apply token scope filtering if scopes are known (for PAT filtering)
if cfg.TokenScopes != nil {
inventoryBuilder = inventoryBuilder.WithFilter(github.CreateToolScopeFilter(cfg.TokenScopes))
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