Top MCP Servers This Week
Welcome to this week's digest of the highest-performing MCP (Model Context Protocol) servers. All 10 servers reviewed here score above 92/100, with perfect security scores and no known vulnerabilities. Below is a snapshot of the landscape by overall score.
Detailed Scores
| Server | Overall | Security | Freshness | Adoption | Quality | Risk |
|---|---|---|---|---|---|---|
scrapling | 95.0 | 100 | 100 | 100 | 100 | medium |
@pandacss/mcp | 93.6 | 100 | 100 | 97.8 | 90 | high |
fastapi-mcp | 93.0 | 100 | 100 | 100 | 80 | medium |
server-sequential-thinking | 93.0 | 100 | 100 | 100 | 80 | high |
server-memory | 93.0 | 100 | 100 | 100 | 80 | high |
server-filesystem | 93.0 | 100 | 100 | 100 | 80 | high |
mcp-proxy | 92.8 | 100 | 100 | 94 | 90 | medium |
server-everything | 92.7 | 100 | 100 | 98.3 | 80 | high |
mcpo | 92.6 | 100 | 100 | 93 | 90 | medium |
excel-mcp-server | 92.2 | 100 | 100 | 95.9 | 80 | low |
Security & Risk
Zero vulnerabilities detected across all 10 servers. Perfect security scores (100/100) with no credential leaks or secret exposures found. Risk stratification reflects capability scope:
- Low risk (1):
excel-mcp-serverperforms isolated file operations with no network or untracked filesystem writes. - Medium risk (4):
scrapling,fastapi-mcp,mcp-proxy,mcpo— manage external connections and filesystem I/O, requiring authentication and network segmentation. - High risk (5): Official Anthropic servers (
server-memory,server-filesystem,server-sequential-thinking,server-everything,@pandacss/mcp) — broad system and file access; security posture depends on runtime sandbox and network isolation.
Adoption & Activity
Downloads span 54K–2.6M per week. Official Anthropic servers command the largest user base; independent projects show strong maintenance velocity.
| Server | Weekly DL | Stars | Last Commit | Contributors | Releases/yr |
|---|---|---|---|---|---|
fastapi-mcp | 2.6M | 11,869 | 177d ago | 8 | 3 |
mcp-proxy | 663K | 2,533 | 1d ago | 17 | 8 |
server-filesystem | 330K | 85,996 | 3d ago | 331 | 7 |
scrapling | 254K | 51,765 | 2d ago | 17 | 24 |
excel-mcp-server | 227K | 3,849 | 38d ago | 6 | 5 |
@pandacss/mcp | 200K | 6,063 | today | 27 | 100 |
server-memory | 102K | 85,996 | 3d ago | 331 | 7 |
server-sequential-thinking | 101K | 85,996 | 3d ago | 331 | 7 |
server-everything | 71K | 85,996 | 3d ago | 331 | 7 |
mcpo | 53K | 4,208 | 3d ago | 16 | 6 |
Observations:
fastapi-mcpleads adoption (2.6M/week) but hasn't released in 6 months — battle-tested stability.- Official Anthropic servers updated 3 days ago with 331 active contributors; MCP infrastructure backbone.
@pandacss/mcpships 100 releases/year — most rapid iteration in the group.scraplingbalances user base (254K/week) with high release frequency (24/yr) and small team (17 contributors).
🏆 Editor's Pick
Scrapling — Highest overall score (95.0) combining maximum freshness and quality with strong independent adoption: 254K downloads/week, 51K GitHub stars, 24 releases in 365 days. A web scraping framework that balances capability with maintainability.
pip install scraplingAlso recommended by use case:
- FastAPI + MCP:
fastapi-mcp(2.6M weekly downloads, stable for 6+ months) - MCP infrastructure: Official Anthropic servers (85K stars, 331 contributors)
- Enterprise Excel automation:
excel-mcp-server(only low-risk option, 227K/week)