Just Facebook Mcp — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited Just Facebook Mcp (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
This project is a Model Context Protocol (MCP) server for automating and managing interactions on a Facebook Page using the Facebook Graph API. It provides tools to create posts, moderate comments, fetch post insights, and filter negative feedback — ready to plug into Claude or any other LLM-based agent.
Originally developed from @HagaiHen/facebook-mcp-server, this version is intended for packaging and distribution via PyPI.This MCP provides a suite of AI-callable tools that connect directly to a Facebook Page, abstracting common API operations as LLM-friendly functions.
| Tool | Description |
|---|---|
post_to_facebook | Create a new Facebook post with a message. |
reply_to_comment | Reply to a specific comment on a post. |
get_page_posts | Retrieve recent posts from the Page. |
get_post_comments | Fetch comments on a given post. |
delete_post | Delete a specific post by ID. |
delete_comment | Delete a specific comment by ID. |
delete_comment_from_post | Alias for deleting a comment from a specific post. |
filter_negative_comments | Filter out comments with negative sentiment keywords. |
get_number_of_comments | Count the number of comments on a post. |
get_number_of_likes | Count the number of likes on a post. |
get_post_impressions | Get total impressions on a post. |
get_post_impressions_unique | Get number of unique users who saw the post. |
get_post_impressions_paid | Get number of paid impressions on the post. |
get_post_impressions_organic | Get number of organic impressions on the post. |
get_post_engaged_users | Get number of users who engaged with the post. |
get_post_clicks | Get number of clicks on the post. |
get_post_reactions_like_total | Get total number of 'Like' reactions. |
get_post_top_commenters | Get the top commenters on a post. |
post_image_to_facebook | Post an image with a caption to the Facebook page. |
send_dm_to_user | Send a direct message to a user. |
update_post | Updates an existing post's message. |
schedule_post | Schedule a post for future publication. |
get_page_fan_count | Retrieve the total number of Page fans. |
get_post_share_count | Get the number of shares on a post. |
This project requires Python 3.10+ and uv (a fast Python package manager).
To install uv, run:
curl -LsSf https://astral.sh/uv/install.sh | shUse the uv tool with pyproject.toml:
# Install all dependencies and create a virtual environment
uv sync
# For development (includes testing and linting tools)
uv sync --devCreate a .env file in the root directory and add your Facebook Page credentials:
FACEBOOK_ACCESS_TOKEN=your_facebook_page_access_token
FACEBOOK_PAGE_ID=your_page_idGetting Your Facebook Credentials
*Select all required permissions
*Associate it with your app
To find your Page ID:
Go to your Facebook Page → About → Scroll down to view the ID
Facebook access tokens have limited lifespans and will expire, causing API calls to fail. Understanding these limitations is crucial for maintaining your MCP server.
#### Token Types & Lifespans:
| Token Type | Lifespan | Use Case |
|---|---|---|
| Short-lived User Token | 1-2 hours | Testing only |
| Long-lived User Token | 60 days | Development |
| Short-lived Page Token | 1-2 hours | Testing only |
| Long-lived Page Token | 60 days | Recommended for MCP |
| System User Token | No expiration* | Production apps |
#### When Tokens Expire:
OAuthException errors#### Automatic Token Refresh: We provide a script to easily generate long-lived tokens (60 days):
uv run python scripts/refresh_facebook_token.pyThis script will:
.env file automatically#### Best Practices:
#### Troubleshooting Token Issues:
# Check if your token is expired
uv run python -c "
from just_facebook_mcp.manager import Manager
manager = Manager()
try:
result = manager.get_page_fan_count()
print('✅ Token is working')
except Exception as e:
print(f'❌ Token error: {e}')
"# Option 1: Using the script entry point (recommended)
uv run just_facebook_mcp
# Option 2: Run the Python module directly
uv run python -m just_facebook_mcp.server
# Option 3: Activate virtual environment first
source .venv/bin/activate
python -m just_facebook_mcp.serverTo integrate with Claude Desktop:
#### Fast setup with uvx
You can use the MCP server without local installing with uvx:
Add the following to your MCP configuration:
{
"mcpServers": {
"just_facebook_mcp": {
"command": "uvx",
"args": [
"just_facebook_mcp"
],
"env": {
"FACEBOOK_ACCESS_TOKEN": "<put_your_FB_token_here>",
"FACEBOOK_PAGE_ID": "<put_your_page_id_here>"
}
}
}
}#### Development local setup:
If you already git-cloned the MCP server you can configure it locally.
Add the following to your MCP configuration:
Option 1: Using the package entry point (recommended)
{
"mcpServers": {
"just_facebook_mcp": {
"command": "uv",
"args": [
"run",
"--directory",
"/absolute/path/to/just_facebook_mcp-server",
"just_facebook_mcp"
]
}
}
}Option 2: Using Python module
{
"mcpServers": {
"just_facebook_mcp": {
"command": "uv",
"args": [
"run",
"--directory",
"/absolute/path/to/just_facebook_mcp-server",
"python",
"-m",
"just_facebook_mcp.server"
]
}
}
}Option 3: If installed via pip
{
"mcpServers": {
"just_facebook_mcp": {
"command": "just_facebook_mcp"
}
}
}Replace /absolute/path/to/just_facebook_mcp-server with your actual project path.
Running Tests
uv run pytestCode Formatting
uv run black .Type Checking
uv run mypy .uv sync --devYour Facebook MCP server is now configured and ready to power Claude Desktop! You can:
✨ Create posts through natural language
📊 Get analytics and insights
💬 Moderate comments automatically
🎯 Schedule content
📈 Track engagement metrics
Contributions, issues, and feature requests are welcome!
📄 License This project is licensed under the MIT License. See the LICENSE file for details.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.