MCP Server Quality Scores

Independent quality analysis of 34076 public MCP servers

34076
Discovered
28891
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33901 N/A N/A 95
33902
elliot-evno
DDG MCP2 Claim
A basic MCP server template built with FastMCP framework that provides example …
N/A N/A 95
33903
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
33904
andrewlamamills-tech
MissingLinkz Claim
Campaign link builder for AI agents. Build UTM-tracked links and validate desti…
N/A N/A 95
33905
xue20010808
Send quick, personalized greetings on command. Toggle a playful pirate mode for…
N/A N/A 95
33906
Puthin7778
Explore and query the Plantops GraphQL API with schema introspection, field dis…
N/A N/A 95
33907
mcp-s-ai
MCP server for AI-powered image recognition and description using OpenAI vision…
N/A N/A 83
33908
lauechlo
Connects Claude to Spotify for music discovery, playlist creation, and collecti…
81
33909
codescept
Enables users to perform SQL query execution, schema exploration, and performan…
N/A N/A 95
33910
SourireConcept
An enterprise-grade MCP server providing integrated system prompts and context …
81
33911
joshuaogabriel
Australian advertising & marketing compliance for AI assistants. Scan websites,…
81
33912
policycheck Claim 1
AI seller verification and policy risk analysis for any online store.
N/A N/A 81
33913
govbase
Govbase Claim
Govbase provides U.S. federal policy data — search bills, executive orders, loo…
81
33914
ronnysuero
A server that allows Cursor AI to access and search through Confluence document…
N/A N/A 95
33915
buildsyncinc
gibs-mcp Claim
Regulatory compliance (AI Act, GDPR, DORA) with article-level citations
81
33916
byimprint
intelligence Claim
Agent-callable creator intelligence: 952+ scored YouTube creators across 180 ni…
33917
miqui
yelp-mcp-sdk Claim
Provides Yelp Fusion API access through MCP tools and resources for searching b…
33918
letchupkt
Enables AI assistants to execute penetration testing commands and security tool…
81
33919
chrischall
Canvas LMS (Instructure) for Claude — courses, grades, assignments, planner, fi…
N/A N/A
33920
beom-trading
Run and backtest quantitative trading strategies using natural language descrip…
N/A N/A 95
33921
mesutoezdil
GPU Server Claim
MCP server for GPU monitoring: nvidia-smi, VRAM, utilization, temperature
N/A N/A
33922
AaronVick
echorift-mcp Claim 1
MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switch…
N/A N/A 75
33923
Raroford32
azm Claim
N/A N/A 95
33924
Tasfiul-Hedayet
mcp-checker1 Claim
N/A N/A 95
33925
swseo92
outlook-mcp Claim
N/A N/A 95
33926
OJamals
An MCP server that provides web search and semantic reranking capabilities usin…
81
33927
yoursissu.me
isk-hub Claim
N/A N/A 95
33928
award-flight-daily
Official Industry Standard MCP for Travel Awards, Points, and more. Search awar…
81
33929
aigen
AI agent economy. Earn AIGEN tokens by completing tasks, building tools, creati…
N/A N/A 95
33930
deplo
deplo.sh Claim
Deploy static sites, files, and JSON APIs instantly from any AI agent. No confi…
81
33931
pipseedai
skyspark-mcp Claim
Enables AI assistants to interact with SkyFoundry SkySpark building automation …
81
33932
Poghappy
aloha Claim
N/A N/A 95
33933
chouayb123
A Model Context Protocol server that exposes Haloscan SEO API functionality, al…
81
33934
synapselayer
### Synapse Layer — The Memory Standard for AI Agents Synapse Layer is a secur…
81
33935
axel-belfort
DEX liquidity depth analysis API for AI agents. Analyze Uniswap V3 pool liquidi…
N/A N/A 95
33936
ejwhite7
BrandKit MCP Claim
Expose a company's design system to AI tools via MCP: colors, typography, logos…
N/A N/A
33937
sarptandoven
Dynamically exposes Python SDKs (Kubernetes, GitHub, Azure) through an agent-fr…
81
33938
BlackMount-ai
Construction estimating MCP: 48 tools — materials, labor, cost, structural, MEP…
N/A N/A
33939
Bluente
BluTranslate Claim
N/A N/A 95
33940
chris
nexonco-mcp Claim
N/A N/A 95
33941
v4lheru
An enhanced Model Context Protocol server that enables AI assistants to interac…
81
33942
_@kesslerio
Attio CRM Claim
Connect AI to your Attio CRM. Manage contacts, companies, deals, and sales pipe…
N/A N/A 95
33943
luz33c
getgot Claim
N/A N/A 95
33944
nima
axint Claim
Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
81
33945
Operative-Sh
web-eval-agent Claim 1
An MCP Server that autonomously debugs web applications with browser-use browse…
N/A N/A 95
33946
usepopup
Read-only MCP server for PopUp — search vendors, manage events, and track appli…
N/A N/A 83
33947
adnocad
hady_mcp Claim
N/A N/A 95
33948
cloudflare
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
81
33949
06ketan
substack-ops Claim 1
Substack CLI + 26-tool MCP server. Your IDE drafts replies via propose_reply. N…
N/A N/A 83
33950
schwarztim
An MCP server that enables interaction with SailPoint IdentityNow and Identity …
81
Showing 33901–33950 of 34076 servers