Merge branch 'main' into aws-kb-retrieval

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Justin Spahr-Summers 2024-12-05 12:04:33 +00:00 • committed by GitHub
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@ -3,8 +3,8 @@
## Description
## Server Details
<!-- If modifying an existing server or adding a new one, provide details -->
- Server: <!-- e.g., filesystem, github, new-server-name -->
<!-- If modifying an existing server, provide details -->
- Server: <!-- e.g., filesystem, github -->
- Changes to: <!-- e.g., tools, resources, prompts -->
## Motivation and Context
@ -18,7 +18,6 @@
## Types of changes
<!-- What types of changes does your code introduce? Put an `x` in all the boxes that apply: -->
- [ ] New MCP Server
- [ ] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing functionality to change)
@ -27,7 +26,7 @@
## Checklist
<!-- Go over all the following points, and put an `x` in all the boxes that apply. -->
- [ ] I have read the [MCP Protocol Documentation](https://modelcontextprotocol.io)
- [ ] My server follows MCP security best practices
- [ ] My changes follows MCP security best practices
- [ ] I have updated the server's README accordingly
- [ ] I have tested this with an LLM client
- [ ] My code follows the repository's style guidelines

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@ -74,6 +74,6 @@ jobs:
- name: Publish package
working-directory: src/${{ matrix.package }}
run: npm publish # --provenance
run: npm publish --access public
env:
NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}

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@ -5,12 +5,16 @@ Thank you for your interest in contributing to the Model Context Protocol (MCP)
## Types of Contributions
### 1. New Servers
Adding a new server is a valuable way to contribute. Before creating a new server:
The repository contains reference implementations, as well as a list of community servers.
We generally don't accept new servers into the repository. We do accept pull requests to the [README.md](./README.md)
adding a reference to your servers.
- Check the [modelcontextprotocol.io](https://modelcontextprotocol.io) documentation
- Ensure your server doesn't duplicate existing functionality
- Consider whether your server would be generally useful to others
- Follow [security best practices](https://modelcontextprotocol.io/docs/concepts/transports#security-considerations) from the MCP documentation
- Create a PR adding a link to your server to the [README.md](./README.md).
### 2. Improvements to Existing Servers
Enhancements to existing servers are welcome! This includes:

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@ -1,33 +1,73 @@
# MCP servers
# Model Context Protocol servers
A collection of reference implementations and community-contributed servers for the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP). This repository showcases the versatility and extensibility of MCP, demonstrating how it can be used to give Large Language Models (LLMs) secure, controlled access to tools and data sources.
This repository is a collection of *reference implementations* for the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP), as well as references
to community built servers and additional resources.
The servers in this repository showcase the versatility and extensibility of MCP, demonstrating how it can be used to give Large Language Models (LLMs) secure, controlled access to tools and data sources.
Each MCP server is implemented with either the [Typescript MCP SDK](https://github.com/modelcontextprotocol/typescript-sdk) or [Python MCP SDK](https://github.com/modelcontextprotocol/python-sdk).
## 🌟 Featured Servers
## 🌟 Reference Servers
These servers aim to demonstrate MCP features and the Typescript and Python SDK.
- **[AWS KB Retrieval](src/aws-kb-retrieval)** - Retrieval from AWS Knowledge Base using Bedrock Agent Runtime
- **[Brave Search](src/brave-search)** - Web and local search using Brave's Search API
- **[EverArt](src/everart)** - AI image generation using various models
- **[Fetch](src/fetch)** - Web content fetching and conversion for efficient LLM usage
- **[Filesystem](src/filesystem)** - Secure file operations with configurable access controls
- **[Git](src/git)** - Tools to read, search, and manipulate Git repositories
- **[GitHub](src/github)** - Repository management, file operations, and GitHub API integration
- **[GitLab](src/gitlab)** - GitLab API, enabling project management
- **[Git](src/git)** - Tools to read, search, and manipulate Git repositories
- **[Google Drive](src/gdrive)** - File access and search capabilities for Google Drive
- **[PostgreSQL](src/postgres)** - Read-only database access with schema inspection
- **[Sqlite](src/sqlite)** - Database interaction and business intelligence capabilities
- **[Slack](src/slack)** - Channel management and messaging capabilities
- **[Sentry](src/sentry)** - Retrieving and analyzing issues from Sentry.io
- **[Memory](src/memory)** - Knowledge graph-based persistent memory system
- **[Puppeteer](src/puppeteer)** - Browser automation and web scraping
- **[Brave Search](src/brave-search)** - Web and local search using Brave's Search API
- **[Google Maps](src/google-maps)** - Location services, directions, and place details
- **[Fetch](src/fetch)** - Web content fetching and conversion for efficient LLM usage
- **[Memory](src/memory)** - Knowledge graph-based persistent memory system
- **[PostgreSQL](src/postgres)** - Read-only database access with schema inspection
- **[Puppeteer](src/puppeteer)** - Browser automation and web scraping
- **[Sentry](src/sentry)** - Retrieving and analyzing issues from Sentry.io
- **[Sequential Thinking](src/sequential-thinking)** - Dynamic and reflective problem-solving through thought sequences
- **[EverArt](src/everart)** - AI image generation using various models
- **[AWS KB Retrieval](src/aws-kb-retrieval)** - Retrieval from AWS Knowledge Base using Bedrock Agent Runtime
- **[Slack](src/slack)** - Channel management and messaging capabilities
- **[Sqlite](src/sqlite)** - Database interaction and business intelligence capabilities
## 🌎 Community Servers
## 🤝 Third-Party Servers
- **[Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1)
### 🎖️ Official Integrations
Official integrations are maintained by companies building production ready MCP servers for their platforms.
- <img height="12" width="12" src="https://cdn.simpleicons.org/cloudflare" /> **[Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1)
- **[Raygun](https://github.com/MindscapeHQ/mcp-server-raygun)** - Interact with your crash reporting and real using monitoring data on your Raygun account
- <img height="12" width="12" src="https://e2b.dev/favicon.ico" alt="E2B Logo" /> **[E2B](https://github.com/e2b-dev/mcp-server)** - Run code in secure sandboxes hosted by [E2B](https://e2b.dev)
- **[Neon](https://github.com/neondatabase/mcp-server-neon)** - Interact with the Neon serverless Postgres platform
- <img height="12" width="12" src="https://www.tinybird.co/favicon.ico" alt="Tinybird Logo" /> **[Tinybird](https://github.com/tinybirdco/mcp-tinybird)** - Interact with Tinybird serverless ClickHouse platform
- <img height="12" width="12" src="https://pics.fatwang2.com/56912e614b35093426c515860f9f2234.svg" /> [Search1API](https://github.com/fatwang2/search1api-mcp) - One API for Search, Crawling, and Sitemaps
- <img height="12" width="12" src="https://qdrant.tech/img/brand-resources-logos/logomark.svg" /> **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine
### 🌎 Community Servers
A growing set of community-developed and maintained servers demonstrates various applications of MCP across different domains.
> **Note:** Community servers are **untested** and should be used at **your own risk**. They are not affiliated with or endorsed by Anthropic.
- **[MCP Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you.
- **[Spotify MCP](https://github.com/varunneal/spotify-mcp)** - This MCP allows an LLM to play and use Spotify.
- **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles
- **[BigQuery](https://github.com/LucasHild/mcp-server-bigquery)** (by LucasHild) - This server enables LLMs to inspect database schemas and execute queries on BigQuery.
- **[BigQuery](https://github.com/ergut/mcp-bigquery-server)** (by ergut) - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
- **[Todoist](https://github.com/abhiz123/todoist-mcp-server)** - Interact with Todoist to manage your tasks.
- **[Playwright MCP](https://github.com/executeautomation/mcp-playwright)** - This MCP Server will help you run browser automation and webscraping using Playwright
- **[AWS](https://github.com/rishikavikondala/mcp-server-aws)** - Perform operations on your AWS resources using an LLM
- **[LlamaCloud](https://github.com/run-llama/mcp-server-llamacloud)** (by marcusschiesser) - Integrate the data stored in a managed index on [LlamaCloud](https://cloud.llamaindex.ai/)
- **[Any Chat Completions](https://github.com/pyroprompts/any-chat-completions-mcp)** - Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more.
## 📚 Resources
Additional resources on MCP.
- **[Awesome MCP Servers by punkpeye](https://github.com/punkpeye/awesome-mcp-servers)** - A curated list of MCP servers by **[Frank Fiegel](https://github.com/punkpeye)**
- **[Awesome MCP Servers by wong2](https://github.com/wong2/awesome-mcp-servers)** - A curated list of MCP servers by **[wong2](https://github.com/wong2)**
- **[Awesome MCP Servers by appcypher](https://github.com/appcypher/awesome-mcp-servers)** - A curated list of MCP servers by **[Stephen Akinyemi](https://github.com/appcypher)**
- **[mcp-get](https://mcp-get.com)** - Command line tool for installing and managing MCP servers by **[Michael Latman](https://github.com/michaellatman)**
- **[mcp-cli](https://github.com/wong2/mcp-cli)** - A CLI inspector for the Model Context Protocol by **[wong2](https://github.com/wong2)**
## 🚀 Getting Started

689
package-lock.json generated

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@ -1,7 +1,7 @@
{
"name": "@modelcontextprotocol/servers",
"private": true,
"version": "0.5.1",
"version": "0.6.2",
"description": "Model Context Protocol servers",
"license": "MIT",
"author": "Anthropic, PBC (https://anthropic.com)",
@ -28,6 +28,6 @@
"@modelcontextprotocol/server-memory": "*",
"@modelcontextprotocol/server-filesystem": "*",
"@modelcontextprotocol/server-everart": "*",
"@modelcontextprotocol/server-sequentialthinking": "*"
"@modelcontextprotocol/server-sequential-thinking": "*"
}
}
}

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@ -1,6 +1,6 @@
{
"name": "@modelcontextprotocol/server-brave-search",
"version": "0.5.2",
"version": "0.6.2",
"description": "MCP server for Brave Search API integration",
"license": "MIT",
"author": "Anthropic, PBC (https://anthropic.com)",
@ -19,11 +19,11 @@
"watch": "tsc --watch"
},
"dependencies": {
"@modelcontextprotocol/sdk": "0.5.0"
"@modelcontextprotocol/sdk": "1.0.1"
},
"devDependencies": {
"@types/node": "^20.10.0",
"shx": "^0.3.4",
"typescript": "^5.6.2"
}
}
}

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@ -1,6 +1,6 @@
{
"name": "@modelcontextprotocol/server-everart",
"version": "0.1.0",
"version": "0.6.2",
"description": "MCP server for EverArt API integration",
"license": "MIT",
"author": "Anthropic, PBC (https://anthropic.com)",
@ -29,4 +29,4 @@
"shx": "^0.3.4",
"typescript": "^5.3.3"
}
}
}

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@ -1,6 +1,6 @@
{
"name": "@modelcontextprotocol/server-everything",
"version": "0.5.1",
"version": "0.6.2",
"description": "MCP server that exercises all the features of the MCP protocol",
"license": "MIT",
"author": "Anthropic, PBC (https://anthropic.com)",
@ -19,7 +19,7 @@
"watch": "tsc --watch"
},
"dependencies": {
"@modelcontextprotocol/sdk": "0.5.0",
"@modelcontextprotocol/sdk": "1.0.1",
"express": "^4.21.1",
"zod": "^3.23.8",
"zod-to-json-schema": "^3.23.5"
@ -29,4 +29,4 @@
"shx": "^0.3.4",
"typescript": "^5.6.2"
}
}
}

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@ -1,6 +1,6 @@
[project]
name = "mcp-server-fetch"
version = "0.6.1"
version = "0.6.2"
description = "A Model Context Protocol server providing tools to fetch and convert web content for usage by LLMs"
readme = "README.md"
requires-python = ">=3.10"

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@ -74,7 +74,9 @@ async def check_may_autonomously_fetch_url(url: str, user_agent: str) -> None:
async with AsyncClient() as client:
try:
response = await client.get(
robot_txt_url, headers={"User-Agent": user_agent}
robot_txt_url,
follow_redirects=True,
headers={"User-Agent": user_agent},
)
except HTTPError:
raise McpError(
@ -93,7 +95,7 @@ async def check_may_autonomously_fetch_url(url: str, user_agent: str) -> None:
line for line in robot_txt.splitlines() if not line.strip().startswith("#")
)
robot_parser = Protego.parse(processed_robot_txt)
if not robot_parser.can_fetch(url, user_agent):
if not robot_parser.can_fetch(str(url), user_agent):
raise McpError(
INTERNAL_ERROR,
f"The sites robots.txt ({robot_txt_url}), specifies that autonomous fetching of this page is not allowed, "

2
src/fetch/uv.lock generated
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@ -327,7 +327,7 @@ wheels = [
[[package]]
name = "mcp-server-fetch"
version = "0.1.3"
version = "0.6.2"
source = { editable = "." }
dependencies = [
{ name = "markdownify" },

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@ -1,6 +1,6 @@
{
"name": "@modelcontextprotocol/server-filesystem",
"version": "0.5.1",
"version": "0.6.2",
"description": "MCP server for filesystem access",
"license": "MIT",
"author": "Anthropic, PBC (https://anthropic.com)",
@ -19,7 +19,7 @@
"watch": "tsc --watch"
},
"dependencies": {
"@modelcontextprotocol/sdk": "0.5.0",
"@modelcontextprotocol/sdk": "1.0.1",
"glob": "^10.3.10",
"zod-to-json-schema": "^3.23.5"
},
@ -28,4 +28,4 @@
"shx": "^0.3.4",
"typescript": "^5.3.3"
}
}
}

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@ -1,6 +1,6 @@
{
"name": "@modelcontextprotocol/server-gdrive",
"version": "0.5.1",
"version": "0.6.2",
"description": "MCP server for interacting with Google Drive",
"license": "MIT",
"author": "Anthropic, PBC (https://anthropic.com)",
@ -20,7 +20,7 @@
},
"dependencies": {
"@google-cloud/local-auth": "^3.0.1",
"@modelcontextprotocol/sdk": "0.5.0",
"@modelcontextprotocol/sdk": "1.0.1",
"googleapis": "^144.0.0"
},
"devDependencies": {
@ -28,4 +28,4 @@
"shx": "^0.3.4",
"typescript": "^5.6.2"
}
}
}

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@ -53,6 +53,13 @@ Please note that mcp-server-git is currently in early development. The functiona
- `max_count` (number, optional): Maximum number of commits to show (default: 10)
- Returns: Array of commit entries with hash, author, date, and message
8. `git_create_branch`
- Creates a new branch
- Inputs:
- `repo_path` (string): Path to Git repository
- `branch_name` (string): Name of the new branch
- `start_point` (string, optional): Starting point for the new branch
- Returns: Confirmation of branch creation
## Installation
@ -156,6 +163,29 @@ cd path/to/servers/src/git
npx @modelcontextprotocol/inspector uv run mcp-server-git
```
Running `tail -n 20 -f ~/Library/Logs/Claude/mcp*.log` will show the logs from the server and may
help you debug any issues.
## Development
If you are doing local development, there are two ways to test your changes:
1. Run the MCP inspector to test your changes. See [Debugging](#debugging) for run instructions.
2. Test using the Claude desktop app. Add the following to your `claude_desktop_config.json`:
```json
"git": {
"command": "uv",
"args": [
"--directory",
"/<path to mcp-servers>/mcp-servers/src/git",
"run",
"mcp-server-git"
]
}
```
## License
This MCP server is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please see the LICENSE file in the project repository.

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@ -1,6 +1,6 @@
[project]
name = "mcp-server-git"
version = "0.6.1"
version = "0.6.2"
description = "A Model Context Protocol server providing tools to read, search, and manipulate Git repositories programmatically via LLMs"
readme = "README.md"
requires-python = ">=3.10"

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@ -39,6 +39,11 @@ class GitLog(BaseModel):
repo_path: str
max_count: int = 10
class GitCreateBranch(BaseModel):
repo_path: str
branch_name: str
base_branch: str | None = None
class GitTools(str, Enum):
STATUS = "git_status"
DIFF_UNSTAGED = "git_diff_unstaged"
@ -47,6 +52,7 @@ class GitTools(str, Enum):
ADD = "git_add"
RESET = "git_reset"
LOG = "git_log"
CREATE_BRANCH = "git_create_branch"
def git_status(repo: git.Repo) -> str:
return repo.git.status()
@ -81,6 +87,15 @@ def git_log(repo: git.Repo, max_count: int = 10) -> list[str]:
)
return log
def git_create_branch(repo: git.Repo, branch_name: str, base_branch: str | None = None) -> str:
if base_branch:
base = repo.refs[base_branch]
else:
base = repo.active_branch
repo.create_head(branch_name, base)
return f"Created branch '{branch_name}' from '{base.name}'"
async def serve(repository: Path | None) -> None:
logger = logging.getLogger(__name__)
@ -132,6 +147,11 @@ async def serve(repository: Path | None) -> None:
description="Shows the commit logs",
inputSchema=GitLog.schema(),
),
Tool(
name=GitTools.CREATE_BRANCH,
description="Creates a new branch from an optional base branch",
inputSchema=GitCreateBranch.schema(),
),
]
async def list_repos() -> Sequence[str]:
@ -218,6 +238,17 @@ async def serve(repository: Path | None) -> None:
text="Commit history:\n" + "\n".join(log)
)]
case GitTools.CREATE_BRANCH:
result = git_create_branch(
repo,
arguments["branch_name"],
arguments.get("base_branch")
)
return [TextContent(
type="text",
text=result
)]
case _:
raise ValueError(f"Unknown tool: {name}")

10
src/git/uv.lock generated
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@ -146,7 +146,7 @@ wheels = [
[[package]]
name = "mcp"
version = "0.9.1"
version = "1.1.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "anyio" },
@ -156,14 +156,14 @@ dependencies = [
{ name = "sse-starlette" },
{ name = "starlette" },
]
sdist = { url = "https://files.pythonhosted.org/packages/e7/1c/932818470ffd49c33509110c835101a8dc4c9cdd06028b9f647fb3dde237/mcp-0.9.1.tar.gz", hash = "sha256:e8509a37c2ab546095788ed170e0fb4d7ce0cf5a3ee56b6449c78af27321a425", size = 78218 }
sdist = { url = "https://files.pythonhosted.org/packages/77/f2/067b1fc114e8d3ae4af02fc4f4ed8971a2c4900362d976fabe0f4e9a3418/mcp-1.1.0.tar.gz", hash = "sha256:e3c8d6df93a4de90230ea944dd667730744a3cd91a4cc0ee66a5acd53419e100", size = 83802 }
wheels = [
{ url = "https://files.pythonhosted.org/packages/b3/a0/2ee813d456b57a726d583868417d1ad900fbe12ee3c8cd866e3e804ca486/mcp-0.9.1-py3-none-any.whl", hash = "sha256:7f640fcfb0be486aa510594df309920ae1d375cdca1f8aff21db3a96d837f303", size = 31562 },
{ url = "https://files.pythonhosted.org/packages/b9/3e/aef19ac08a6f9a347c086c4e628c2f7329659828cbe92ffd524ec2aac833/mcp-1.1.0-py3-none-any.whl", hash = "sha256:44aa4d2e541f0924d6c344aa7f96b427a6ee1df2fab70b5f9ae2f8777b3f05f2", size = 36576 },
]
[[package]]
name = "mcp-server-git"
version = "0.4.1"
version = "0.6.2"
source = { editable = "." }
dependencies = [
{ name = "click" },
@ -182,7 +182,7 @@ dev = [
requires-dist = [
{ name = "click", specifier = ">=8.1.7" },
{ name = "gitpython", specifier = ">=3.1.43" },
{ name = "mcp", specifier = ">=0.6.0" },
{ name = "mcp", specifier = ">=1.0.0" },
{ name = "pydantic", specifier = ">=2.0.0" },
]

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@ -529,7 +529,7 @@ server.setRequestHandler(CallToolRequestSchema, async (request) => {
case "fork_repository": {
const args = ForkRepositorySchema.parse(request.params.arguments);
const fork = await forkRepository(args.owner, args.repo, args.organization);
return { toolResult: fork };
return { content: [{ type: "text", text: JSON.stringify(fork, null, 2) }] };
}
case "create_branch": {
@ -562,25 +562,25 @@ server.setRequestHandler(CallToolRequestSchema, async (request) => {
sha
});
return { toolResult: branch };
return { content: [{ type: "text", text: JSON.stringify(branch, null, 2) }] };
}
case "search_repositories": {
const args = SearchRepositoriesSchema.parse(request.params.arguments);
const results = await searchRepositories(args.query, args.page, args.perPage);
return { toolResult: results };
return { content: [{ type: "text", text: JSON.stringify(results, null, 2) }] };
}
case "create_repository": {
const args = CreateRepositorySchema.parse(request.params.arguments);
const repository = await createRepository(args);
return { toolResult: repository };
return { content: [{ type: "text", text: JSON.stringify(repository, null, 2) }] };
}
case "get_file_contents": {
const args = GetFileContentsSchema.parse(request.params.arguments);
const contents = await getFileContents(args.owner, args.repo, args.path, args.branch);
return { toolResult: contents };
return { content: [{ type: "text", text: JSON.stringify(contents, null, 2) }] };
}
case "create_or_update_file": {
@ -594,7 +594,7 @@ server.setRequestHandler(CallToolRequestSchema, async (request) => {
args.branch,
args.sha
);
return { toolResult: result };
return { content: [{ type: "text", text: JSON.stringify(result, null, 2) }] };
}
case "push_files": {
@ -606,21 +606,21 @@ server.setRequestHandler(CallToolRequestSchema, async (request) => {
args.files,
args.message
);
return { toolResult: result };
return { content: [{ type: "text", text: JSON.stringify(result, null, 2) }] };
}
case "create_issue": {
const args = CreateIssueSchema.parse(request.params.arguments);
const { owner, repo, ...options } = args;
const issue = await createIssue(owner, repo, options);
return { toolResult: issue };
return { content: [{ type: "text", text: JSON.stringify(issue, null, 2) }] };
}
case "create_pull_request": {
const args = CreatePullRequestSchema.parse(request.params.arguments);
const { owner, repo, ...options } = args;
const pullRequest = await createPullRequest(owner, repo, options);
return { toolResult: pullRequest };
return { content: [{ type: "text", text: JSON.stringify(pullRequest, null, 2) }] };
}
default:

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@ -1,551 +0,0 @@
{
"name": "@modelcontextprotocol/server-github",
"version": "0.2.0",
"lockfileVersion": 3,
"requires": true,
"packages": {
"": {
"name": "@modelcontextprotocol/server-github",
"version": "0.2.0",
"license": "MIT",
"dependencies": {
"@modelcontextprotocol/sdk": "0.6.0",
"@types/node-fetch": "^2.6.12",
"node-fetch": "^3.3.2"
},
"bin": {
"mcp-server-github": "dist/index.js"
},
"devDependencies": {
"shx": "^0.3.4",
"typescript": "^5.6.2"
}
},
"node_modules/@modelcontextprotocol/sdk": {
"version": "0.6.0",
"resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-0.6.0.tgz",
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