MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

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33537
Discovered
→
26720
Scored
→
1664
Verified
→
16957
Complete
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Last updated 54 minutes ago

Grade Distribution

Score Distribution

Newly Added

clawmaster B Hive Intelligence A ComIDP-MCP-Server C semble B Prism MCP B

Biggest Gainers

freightgate-mcp-server +3 AgentLore +2 mermaid-mcp +2

Biggest Drops

顏回 YanHui Debug AI -46 image-processing -46 lead411 -46
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33501
cg3
Prior Claim
Prior is a shared knowledge base where AI agents exchange proven solutions. Whe…
 — ○ — — — — 81 —
33502
found402
Prevents your agent from hitting API rate limits mid-task. Submit a request and…
 — ○ — — — — 81 —
33503
ryanorigami
— ○ — N/A N/A — 95 —
33504
shashaankreddy
Provides documentation lookup and search capabilities for FiveM development, in…
 — ○ — — — — 81 —
33505
practicaltools
— ○ — N/A N/A — 95 —
33506
marek
kjjjj Claim
— ○ — N/A N/A — 95 —
33507
ragalgo
— ○ — N/A N/A — 95 —
33508
artem-amplemarket
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
 — ○ — — — — 81 —
33509
laoyouf
tianqi Claim
— ○ — N/A N/A — 95 —
33510
machette-tech
Enables LLMs to interact with ContextVM services (Event Sourcing + FSM + DDD) b…
 — ○ — — — — 81 —
33511
ramirosarasola
— ○ — N/A N/A — 95 —
33512
hernan-cc
saij-mcp Claim
Provides access to Argentina's official legal database (SAIJ) to search and ret…
 — ○ — — — — 81 —
33513
hrandhawa02
squad_up Claim
Create events, add invitees, manage potlucks and carpools via natural language.
 — ○ — N/A N/A — 95 —
33514
nextlaneagency
— ○ — N/A N/A — 95 —
33515
lightfastai
Connects creative applications like Blender and Adobe Creative Suite to AI mode…
 — ○ — N/A N/A — 95 —
33516
LeadDelta
mcpServer Claim
Connect your AI assistant to LeadDelta — the LinkedIn CRM — and manage your net…
 — ○ — N/A N/A — 95 —
33517
getglad
Enables AI assistants like Claude to read, search, create, and manage notes in …
 — ○ — N/A N/A — 95 —
33518
Abdulwahed-alhallak
— ○ — N/A N/A — 95 —
33519
John-Chan
A production-ready starter template for building Model Context Protocol (MCP) s…
 — ○ — — — — 81 —
33520
sh-patterson
legiscan Claim
— ○ — N/A N/A — 95 —
33521
JigsawStack
Convert Speech to Text using JigsawStack AI Models.
 — ○ — N/A N/A — 95 —
33522
symtrail-maker
— ○ ⏳ — N/A N/A — — —
33523
mcpvot
intelligence Claim
— ○ — N/A N/A — 95 —
33524
KarimTarekDev
Provides access to 120+ Facebook Graph API v23.0 Insights metrics through MCP t…
 — ○ — — — — 81 —
33525
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries for merge r…
 — ○ — — — — 81 —
33526
mcp-edu
mcp-server Claim
— ○ — N/A N/A — 95 —
33527
JHSeo-git
Provide a simple and easy-to-run MCP server implementation that supports stdio …
 — ○ — N/A N/A — 95 —
33528
financialdatanet
mcp-server Claim
[FinancialData.Net](https://financialdata.net/) MCP server allows you to retrie…
 — ○ — N/A N/A — 95 —
33529
cuongpo
A backend service that enables seamless interaction with the Rootstock blockcha…
 — ○ — N/A N/A — 95 —
33530
zeljkolivaja
A local Model Context Protocol server that enables secure interaction with self…
 — ○ — N/A N/A — 95 —
33531
httpwnetwork
— ○ — N/A N/A — 95 —
33532
FVEFWFE
attiomcp Claim
— ○ — N/A N/A — 95 —
33533
Auxin-io
Generate secure Java code snippets and starter projects for common tasks. Learn…
 — ○ — N/A N/A — 95 —
33534
rishabhg
growwmcp Claim
— ○ — N/A N/A — 95 —
33535
ApacheBin
dsadare Claim
— ○ — N/A N/A — 95 —
33536
rabqatab
Enables searching and retrieving Korean legal information including laws, court…
 — ○ — N/A N/A — 95 —
33537
ctx Claim
Skill, agent, MCP and harness recommendation engine for Claude Code/custom LLMs…
 — ○ ⏳ — N/A N/A — — —
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