MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

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33332
Discovered
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24881
Scored
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1349
Verified
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16957
Complete
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Last updated 0 minutes ago

Grade Distribution

Score Distribution

Newly Added

Wellness Pulse F huettentouren F Strapi MCP Server B Kash — POS, Invoicing, CRM & Webshop F hello-server F

Biggest Gainers

Servicialo MCP Server +2 AgentLore +1 freightgate-mcp-server +1

Biggest Drops

image-processing -46 顏回 YanHui Debug AI -46 lead411 -46
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32801
AgentSafe-AI
Scans MCP servers for prompt injection, data exfiltration, and privilege escala…
 — ○ ⏳ — N/A N/A — — —
32802
praveen030686
22 MCP tools for AI agents: crypto prices and trading signals (53 coins), stock…
 — ○ — — — — 81 —
32803
hjanuschka
Enables AI assistants to search and explore Chromium and PDFium source code, ch…
 — ○ — — — — 81 —
32804
MinjoonHK
Enables users to retrieve various types of jokes including Chuck Norris and Dad…
 — ○ ⏳ — — — — 81 —
32805
rikard2
lemonado-mcp Claim
— ○ — N/A N/A — 95 —
32806
fofapro
mcp_fofa Claim
hacked by abc
 — ○ — N/A N/A — 95 —
32807
PierrunoYT
Enables high-quality image generation using Google's Imagen 4 Ultra model via t…
 — ○ — — — — 81 —
32808
Bubbii-NOH
Enables AI assistants like Claude to interact with Databricks workspaces throug…
 — ○ ⏳ — — — — 81 —
32809
Extract specified key-values and all recognizable structured data from .pdf usi…
 — ○ ⏳ — — — — — —
32810
xcatcher-remote-mcp
x402 Claim
— ○ ⏳ — N/A N/A — 95 —
32811
nitrosend
nitrosend Claim
AI-native email marketing platform built for agents like Claude, ChatGPT and Co…
 — ○ ⏳ — — — — — —
32812
TheRealDataBoss
Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini,…
 — ○ — N/A N/A — 95 —
32813
inspizzz
MCP server for interacting with cloud deployments of Jetbrains Datalore platfor…
 — ○ — — — — 81 —
32814
schemacrawler
— ○ — N/A N/A — 95 —
32815
vaebe
Leverage the GitHub search API to enhance your applications with powerful searc…
 — ○ — N/A N/A — 95 —
32816
open-agent-id
oaid-mcp Claim
Enables AI agents to securely use Open Agent ID credentials for signing request…
 — ○ — N/A N/A — 95 —
32817
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to query…
 — ○ ⏳ — — — — 81 —
32818
feeefapp
Enable AI assistants to interact seamlessly with Feeef e-commerce stores, produ…
 — ○ — N/A N/A — 95 —
32819
cloudflare
AI Gateway management. Search logs, inspect prompts and responses, and monitor …
 — ○ — — — — 81 —
32820
Find verified professional emails by name, domain, LinkedIn, or role.
 — ○ ⏳ — N/A N/A — — —
32821
sitisambal
pid Claim
— ○ — N/A N/A — 95 —
32822
wxkingstar
search-docs Claim
— ○ — N/A N/A — 95 —
32823
sentice
Provides user balance information by connecting to a backend service through th…
 — ○ — — — — 81 —
32824
dddvchang
A proxy server that enables communication between clients (like Claude AI or VS…
 — ○ — — — — 81 —
32825
ericluciano
Enables AI assistants to interact with the Pipedrive CRM to manage deals, conta…
 — ○ — — — — 81 —
32826
pmkasion
sssasd123 Claim
— ○ — N/A N/A — 95 —
32827
codeiva4u
Enables advanced browser automation using real Brave Browser with 49 tools for …
 — ○ — N/A N/A — 95 —
32828
chumbalayaa
— ○ — N/A N/A — 95 —
32829
Pekosann
An MCP server that automates Aspen Custom Modeler (ACM) via COM, enabling stead…
 — ○ ⏳ — N/A N/A — — —
32830
intake-triage
Classifier Claim
Classify raw text into structured triage objects with intent, urgency, category…
 — ○ — — — — 81 —
32831
rozbijbank
Rozbij Bank Claim
Compare personal and business bank accounts, savings, and deposits specifically…
 — ○ — — — — 81 —
32832
sncro Claim
sncro is a lightweight MCP relay and framework plugin system that lets AI codin…
 — ○ ⏳ — — — — — —
32833
devsully
A platform that transforms AI development with intelligent context management, …
 — ○ — N/A N/A — 95 —
32834
tonycueva
A Model Context Protocol (MCP) server that enables Claude to create and manipul…
 — ○ — — — — 81 —
32835
Global Internet intelligence. Access traffic insights, trends, URL scans, and n…
 — ○ ⏳ — — — — — —
32836
admin-d6wq
Let AI agents highlight and annotate any webpage — end-to-end encrypted, no acc…
 — ○ — — — — 81 —
32837
kscz0000
Automatically generates Chinese README documentation and mind maps for project …
 — ○ — N/A N/A — 95 —
32838
ikido
Enables fetching and analyzing Toggl time tracking data with intelligent parsin…
 — ○ ⏳ — — — — 81 —
32839
MaraBank
Connects Claude to remote servers via SSH to execute commands, manage files, an…
 — ○ — N/A N/A — 95 —
32840
seankrux
harpa Claim
— ○ — N/A N/A — 95 —
32841
deep-ai-kr
dev-mcp Claim
Browse directories and read files within a safe, configurable root. Pull accura…
 — ○ ⏳ — N/A N/A — 95 —
32842
wgong
— ○ ⏳ — N/A N/A — 95 —
32843
Ask 10,000+ synthetic European personas grounded in real survey data (ESS & WVS…
 — ○ ⏳ — — — — — —
32844
An MCP server that provides autonomous, multi-source web research capabilities …
 — ○ ⏳ — — — — — —
32845
mcpmax Claim
Italian automotive platform, AI-ready Cross-dealer semantic search across 100+ …
 — ○ ⏳ — — — — — —
32846
axel-belfort
Hyperliquid whale tracking API for AI agents. Monitor the top 50 most profitabl…
 — ○ — — — — 81 —
32847
Robjects-Community
— ○ ⏳ — N/A N/A — 95 —
32848
xiaobenyang-com
date Claim
Manage dates and times effortlessly. Retrieve the current date and time, find t…
 — ○ ⏳ — N/A N/A — 95 —
32849
crabcut
Generate TikTok, Shorts, and Reels-ready clips from any YouTube video, powered …
 — ○ — — — — 81 —
32850
ndatta18-b06a
Institutional-grade research and diligence reports on hedge funds, private equi…
 — ○ — — — — 81 —
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