MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29051
seecretly
beeeeper Claim
N/A N/A 95
29052
xiaobenyang-com
Create precise, production-ready GSAP animations from any request. Debug issues…
N/A N/A 95
29053 N/A N/A 95
29054
izzy0101010101
Enables management of penetration testing reports and vulnerabilities through a…
81
29055
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries to view mer…
81
29056
KarimTarekDev
Provides access to 120+ Facebook Graph API v23.0 Insights metrics through MCP t…
81
29057
adzuna
A Model Context Protocol (MCP) server that provides AI assistants with access t…
N/A N/A 95
29058
mendableai
FireCrawl Claim 1
MCP server for FireCrawl web scraping integration
N/A N/A 95
29059
Atomic CSS Claim 1
Utility CSS for any platform — near-zero learning curve. Built for developers a…
67
29060
AnavaAcap
A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enab…
N/A N/A 95
29061 N/A N/A 95
29062 N/A N/A 95
29063
xiaobenyang-com
Generate cryptographically secure integers, floats, bytes, UUIDs, strings, bool…
N/A N/A 95
29064
▎ Tokyo housing market data for foreigners. Search 18,000+ weekly-scraped ren…
29065
ddonathan
An MCP server that enables LLMs to interact with IT Glue documentation, includi…
81
29066
shaun888
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
29067
CrashBytes
Trigger events, query channels, and manage realtime messaging on Pusher Channel…
N/A N/A 83
29068
masonicgit
After decades of AI research — transformers, GPT-4, AGI debates — we have arriv…
29069
ConnorBoetig-dev
Provides unrestricted access to your development environment with filesystem op…
N/A N/A 95
29070
mohanp-sl
test Claim
N/A N/A 95
29071
nickjazz
Product Lock tools for AI agents: generate, review, validate, and score locks.
N/A N/A 95
29072
29073
npm Trends MCP Claim 1
npm package trends and weekly downloads over time. Free key at trendsmcp.ai
67
29074
githru
# Githru MCP Server <p align="center"> <strong>A powerful Model Context Prot…
N/A N/A 95
29075
Real-time water levels and flow rates from USGS stream gauges
67
29076
bobwares
A deployable server that implements the Model Context Protocol (MCP) on Cloudfl…
81
29077
aak204
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
N/A N/A
29078
UnwrittenMedia
A Cloudflare Workers-based MCP server that allows users to deploy and customize…
N/A N/A 95
29079
dinosaur24
mockhero Claim
Generate realistic relational test data. 156 field types, 22 locales, JSON/CSV/…
N/A N/A
29080
tradingale
Martingale Intelligence for AI trading agents. Provides proprietary scores and …
29081
Siloah-Travel
Search 70,000+ cruise voyages, 678 ships, and 62 cruise lines worldwide. No API…
29082
lleontor705
Forgespec MCP facilitates Spec-Driven Development (SDD) by providing tools for …
N/A N/A
29083
Kinzen-dev
LineWhiz Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
29084
cola-cloud-us
Provides access to over 2.5 million US alcohol label records from the TTB via t…
81
29085
yjqian19
Extract EXIF metadata from JPG and PNG images. Reveal camera details, exposure …
N/A N/A 95
29086
BestDev
Enables AI agents to create and modify Unreal Engine blueprints using natural l…
N/A N/A 95
29087
paulieb89
Enables AI assistants to analyze Primavera P6 XER files for insights into criti…
29088
zerople
duckdb Claim
N/A N/A 95
29089 N/A N/A 95
29090 N/A N/A 95
29091
kortexa-ai
A proxy server that converts Model Context Protocol (MCP) messages to Simple La…
81
29092
schwarztim
An MCP server that enables interaction with SailPoint IdentityNow and Identity …
81
29093
jasonjuela
Enables natural language querying and data manipulation of Salesforce orgs, wit…
81
29094
patchorbit
domscribe Claim
Domscribe is a pixel-to-code development tool that bridges the gap between runn…
N/A N/A
29095
lorenzocean
lims-s Claim
N/A N/A 95
29096
v4lheru
An enhanced Model Context Protocol server that enables AI assistants to interac…
81
29097
pipeworx-io
wikipedia Claim
Wikipedia MCP — wraps Wikipedia REST API (free, no auth)
29098
Corbell-AI
Corbell Claim
AI-powered spec generation and review using multi-repo code graph intelligence …
N/A N/A
29099
freyzo
Enables AI assistants to search arXiv's research repository, download papers, a…
N/A N/A 95
29100
SOevHTRZ
Provide a basic MCP server implementation for testing purposes. Enable interact…
N/A N/A 95
Showing 29051–29100 of 30006 servers
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