MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
26151
niyiomotoso
testp Claim
N/A N/A 95
26152
janoujan
Provides secure access to Exegol penetration testing tools for CTF competitions…
N/A N/A 95
26153
ruegreen
Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…
81
26154
andremir
A simple demonstration MCP server that responds with "4" when greeted with "hel…
N/A N/A 95
26155
sschucktown
Enables ChatGPT to interact with Google Calendar through a remote MCP server. P…
81
26156
NerdExam Claim
Search 2,700+ IT certification practice exams from Microsoft, Cisco, CompTIA, A…
N/A N/A
26157
rashidazarang
Crawlio MCP Claim
AI-powered website crawling, analysis, and export via MCP. 38 tools for crawl c…
N/A N/A 95
26158
the-real-therealorry
MCP Server Claim
A production-grade Model Context Protocol server that enables secure management…
81
26159
n-backman
A self-hosted MCP server that wraps the official Todoist AI package to provide …
81
26160
sjcripps
BizIntel Claim
Analyze market trends and competitor landscapes to identify strategic growth op…
81
26161
rafaoliveirabispo
organizze Claim
N/A N/A 95
26162
High-performance audio, music, and voice generation MCP server for Gemini 2.5 a…
N/A N/A
26163
sergey
clockify-mcp Claim
N/A N/A 95
26164
data-mindset
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
81
26165
thanhtn2902
A comprehensive educational server demonstrating Model Context Protocol capabil…
81
26166
jbmurphy
Provides safe, controlled access to network and system diagnostic tools includi…
81
26167
dorisashehi
A basic Model Context Protocol server implementation that demonstrates core MCP…
81
26168
david-choi-querypie
Say Hello Claim
Greet people by name with a friendly, personalized message. Make interactions w…
N/A N/A 95
26169
luz33c
getgot Claim
N/A N/A 95
26170
akshat
vyazen Claim
N/A N/A 95
26171
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
26172
xiangzhicjm-cyber
cjm_test Claim
N/A N/A 95
26173 N/A N/A 95
26174
Faresabdelghany
Enables comprehensive GitHub project management with 20 tools for issue trackin…
81
26175
apple-techie
A middleware service that allows LLMs and AI assistants to directly interact wi…
81
26176
canberkesen48
obsyra Claim
N/A N/A 95
26177
Greg-Swiftomatic
Substack MCP Claim 1
An MCP server that enables AI assistants like Claude to interact with Substack …
81
26178
sachicali
Provide advanced YouTube data extraction and analysis capabilities including mu…
N/A N/A 95
26179 N/A N/A 95
26180
ouvreboite
Lightweight MCP server to access any API using their OpenAPI specification. Sup…
81
26181
mobile.psy.div3r
clou Claim
N/A N/A 95
26182 N/A N/A 95
26183
inventech-solution
Analyze performance across accounts, campaigns, ad sets, and ads with comprehen…
N/A N/A 81
26184
busportals
Portals MCP Claim
Enables Claude to design and build interactive 3D games within the Portals virt…
81
26185
mednabouli
Automatically generates typed React hooks for Next.js projects by crawling API …
N/A N/A 95
26186
16 free freight tools for AI agents — LDM/CBM/chargeable weight calculators (ro…
26187 N/A N/A 95
26188
UltravioletaDAO
AI agents publish bounties for real-world tasks. Gasless USDC payments via x402.
26189 N/A N/A
26190
nextlaneagency
bigquery-mcp Claim
N/A N/A 95
26191 N/A N/A 95
26192
Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPa…
N/A N/A 81
26193
a2395663320
abc Claim
N/A N/A 95
26194
Sdunga1
Enables interaction with Siemens Polarion requirements management system throug…
81
26195
Search arXiv preprints and Google Scholar for academic papers. Find research ac…
26196
getjavelin
ramparts Claim
A comprehensive security scanner for MCP servers with YARA rules and static ana…
86
26197
linh1306
An open-source MCP server that provides AI agents with advanced PostgreSQL capa…
81
26198
Search Redfin real estate listings with filters and get full property details i…
26199
theagoralabs
theagora Claim
AI agent marketplace. 27 tools for buying and selling services with atomic escr…
N/A N/A 83
26200
dgtalquantumleap-ai
Generate legal documents for 18 jurisdictions. 27 types: NDA, contracts, tenanc…
N/A N/A
Showing 26151–26200 of 30006 servers
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