MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

Submit Your Server Not listed? Add & get scored →
Score Your Own Servers Free CLI for local & internal scoring →
59785
Discovered
→
29911
Scored
→
2112
Verified
→
16953
Complete
Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

Newly Added

DeskCrew F Checkmails — Email Verification F portfolio F Siglume MCP Gateway F AFD Knowledge F

Biggest Gainers

DoorProfit Crime & Neighborhood Data +51 zobrx +40 library +9

Biggest Drops

Fintel Discovery — Financial Intelligence for AI Agents -7 zooidfund -6 370.ai — AI Gateway: Video (Seedance 2.0, Wan, HappyHorse), Image, Speech + 100+ Chat Models -6
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59751
SMOrchestra-ai
contabo-mcp Claim
Enables full operational control over Contabo VPS/VDS infrastructure through na…
 — ○ ⏳ — — — — — —
59752
SiwuXue
ziwei-mcp Claim
A professional Ziwei Doushu (Purple Star Astrology) MCP server that generates a…
 — ○ ⏳ — N/A N/A — — —
59753
binnapro
Enables Claude Code to interact with Bear notes on macOS, supporting create, se…
 — ○ ⏳ — N/A N/A — — —
59754
dblinick
An MCP server for PostgreSQL with index tuning, explain plans, health checks, a…
 — ○ ⏳ — — — — — —
59755
fshanks
— ○ ⏳ — N/A N/A — 95 —
59756
cycle-sync-ai
A Python-based MCP server for Microsoft Outlook integration using Microsoft Gra…
 — ○ ⏳ — N/A N/A — — —
59757
simantaturja
Enables AI assistants to read, search, and create notes in Apple Notes on macOS…
 — ○ ⏳ — N/A N/A — — —
59758
blake365
Read-only MCP server for options research with server-side filtering to reduce …
 — ○ ⏳ — — — — — —
59759
rmoskwa
An AI-powered server that helps users understand Pulseq code and MRI physics pr…
 — ○ ⏳ — N/A N/A — 95 —
59760
dmccaffery
A fake MCP server with 108 themed tools for testing Claude Desktop's handling o…
 — ○ ⏳ — N/A N/A — — —
59761
ilo.begashvili
browserbase Claim
— ○ ⏳ — N/A N/A — 95 —
59762
demo112
A Model Context Protocol server that converts documents (PDF, DOCX, HTML, etc.)…
 — ○ ⏳ — N/A N/A — — —
59763
MarvinRey7879
framefetch Claim
Social-video URL → transcript, frames & metadata across 6 platforms. MCP, OAuth…
 — ○ ⏳ — — — — — —
59764
MayraOA
Multi-agent MCP server for auditing public spending execution of Peruvian regio…
 — ○ ⏳ — N/A N/A — — —
59765
9kubczas4
A minimal MCP server that exposes a 'say_hello' tool and serves an Angular UI a…
 — ○ ⏳ — — — — — —
59766
pranavkarthik10
Enables Claude to interact with Canvas LMS to manage coursework, track assignme…
 — ○ ⏳ — — — — 81 —
59767
kluster-ai
Enables fact-checking of AI responses against reliable sources and validation o…
 — ○ ⏳ — — — — 81 —
59768
jgang724
MCP server providing construction job costing data and interactive visualizatio…
 — ○ ⏳ — — — — — —
59769
TopCaver
Provides threat intelligence tools like IoC lookups, event backtracking, and IP…
 — ○ ⏳ — — — — — —
59770
OSTechBase
Enables Claude Code to read and search Confluence pages, with support for image…
 — ○ ⏳ — — — — — —
59771
notpaulb
Privacy-first audio intelligence: BPM, key, waveform. Audio never stored. Pay p…
 — ○ ⏳ — — — — — —
59772
AI-enthusiasts
Provides AI agents with a comprehensive web intelligence stack including crawli…
 — ○ ⏳ — — — — 81 —
59773
biocontext-ai
Enables searching and retrieving detailed information about cell lines from the…
 — ○ ⏳ — — — — — —
59774
NextHeberg
Enables AI-powered project management by connecting Claude to Planka kanban boa…
 — ○ ⏳ — — — — — —
59775
dotlab-hq
ImageMcp Claim
A full-featured image processing MCP server for AI assistants, exposing ~55 too…
 — ○ ⏳ — N/A N/A — — —
59776
robzilla1738
Enables durable multi-agent workflow runs for Codex with a live terminal dashbo…
 — ○ ⏳ — N/A N/A — — —
59777
pipeworx-io
Access German federal and state parliament data, including politicians and mand…
 — ○ ⏳ — — — — — —
59778
cygkichi
Enables access to Japanese stock market data via the free J-Quants API, providi…
 — ○ ⏳ — N/A N/A — — —
59779
nsh1l
Enables managing a print queue for office documents via a WinUI GUI, supporting…
 — ○ ⏳ — — — — — —
59780
hinora
Office-MCP Claim
Automates Windows Office applications (WPS Office and Outlook) via COM automati…
 — ○ ⏳ — N/A N/A — — —
59781
amotivv
A comprehensive MCP server that integrates SoulverCore with Claude Desktop, ena…
 — ○ ⏳ — N/A N/A — — —
59782
Mink16
MCP server for Xserver hosting that provides tools to manage mail accounts, DNS…
 — ○ ⏳ — — — — — —
59783
ignatenkofi
docshelf-mcp Claim
docshelf-mcp manages AI-friendly document collections — converts PDFs and Markd…
 — ○ ⏳ — N/A N/A — — —
59784
tomwojcik
hn-mcp Claim
MCP server enabling AI agents to interact with Hacker News, including fetching …
 — ○ ⏳ — N/A N/A — — —
59785
nhuson269
Provides tools and guides for Spring Boot development including code generation…
 — ○ ⏳ — N/A N/A — — —
Showing 59751–59785 of 59785 servers
« Prev 1 … 1194 1195 1196