filesystem vs needle-mcp
Side-by-side comparison to help you pick between these two MCP servers.
filesystem by modelcontextprotocol | needle-mcp by needle-ai | |
|---|---|---|
| Stars | ★ 85,748 | ★ 100 |
| 30d uses | — | — |
| Score | 77 | 44 |
| Official | ✓ | — |
| Categories | File SystemDeveloper ToolsProductivity | AI / LLM ToolsKnowledge GraphProductivity |
| Language | TypeScript | Python |
| Last commit | this month | 10 mo ago |
filesystem · Summary
A feature-rich MCP server for filesystem operations with dynamic directory access control.
needle-mcp · Summary
Needle MCP Server enables RAG functionality with document management and semantic search for LLMs.
filesystem · Use cases
- Enable AI models to read and write project files during development
- Allow Claude or other MCP clients to browse and analyze codebases
- Provide secure sandboxed access to specific directories for content generation
needle-mcp · Use cases
- Research document retrieval and analysis
- Knowledge base construction for AI assistants
- Semantic search across organizational documents
filesystem · Install
Installation
Using NPX
{
"mcpServers": {
"filesystem": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-filesystem",
"/path/to/allowed/directory"
]
}
}
}Using Docker
{
"mcpServers": {
"filesystem": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"--mount", "type=bind,src=/path/to/allowed/dir,dst=/projects/allowed/dir",
"mcp/filesystem",
"/projects"
]
}
}
}VS Code Extension
Click the installation buttons in the README to install directly in VS Code.
needle-mcp · Install
Remote Installation (Recommended)
**Claude Desktop Config** Add to your claude_desktop_config.json:
{
"mcpServers": {
"needle": {
"command": "npx",
"args": [
"mcp-remote",
"https://mcp.needle.app/mcp",
"--header",
"Authorization:Bearer ${NEEDLE_API_KEY}"
],
"env": {
"NEEDLE_API_KEY": "<your-needle-api-key>"
}
}
}
}**Local Installation**
- Clone:
git clone https://github.com/needle-ai/needle-mcp.git - Install UV:
brew install uv - Update config with:
{
"mcpServers": {
"needle": {
"command": "uv",
"args": ["--directory", "/path/to/needle-mcp", "run", "needle-mcp"],
"env": {
"NEEDLE_API_KEY": "<your-needle-api-key>"
}
}
}
}