MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36901
sauryadas
Enables natural-language access to Oracle Cloud Infrastructure resources, allow…
36902
fastmcp-me
Provides fast file searching across Windows, macOS, and Linux using platform-na…
N/A N/A
36903 N/A N/A 95
36904
xcodethink
WayCast Claim
Enables turning any company URL into a vertical brand film with script, voiceov…
36905
sstepanovvl
Enables searching Canadian Tire's product catalogue, checking product details, …
36906
vinkius-labs
An MCP server providing deterministic base conversions (binary, hex, octal, dec…
36907
MrFalach
local-agent Claim
Routes code generation tasks between local models and Claude Cloud, optimizing …
N/A N/A
36908
coldclosewin-design
trace32-mcp Claim
AI-driven interface for Lauterbach TRACE32 PowerView debugging, inspection, and…
36909
DopplerHQ
Enables AI assistants to interact with the Doppler API for secrets management, …
36910
xhrusvin
MCP server that exposes a MongoDB healthcare jobs collection, enabling listing,…
36911
Yuchen20
ContextCrumb Claim
ContextCrumb compresses long text, local files, and MCP catalog descriptions in…
N/A N/A
36912
Earlybird-Technology
An MCP server that provides image generation capabilities using Google's Gemini…
N/A N/A
36913
Wayy-Research
flour-ads Claim
MCP server for managing ad campaigns across Google Ads, Meta, and more. Enables…
36914
techafresh
Enables chatting with PostgreSQL databases via MCP, with GitHub OAuth authentic…
36915
neoai-agent
newrelic-mcp Claim
A command-line tool for monitoring and analyzing New Relic application metrics …
36916
hieutrtr
Automatically crawl and analyze legacy web applications to generate documentati…
N/A N/A
36917
srotzin
Broker-only credit/lending discovery shim for AI agents
36918
easyweek
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
81
36919
junter1989k-ai
Ukraine payments for AI agents — LiqPay cards / Apple Pay via LiqPay. Never hol…
36920
Axel-Jalonen
lego-mcp Claim
An MCP server that enables LLMs to build physically valid Lego models by enforc…
N/A N/A
36921
growthkit-tools
Sales intelligence for DACH & EU SMEs — lead scoring, ICP fit, CRM enrichment &…
36922
elliottlawson
mcp-sentry Claim
Enables AI assistants to retrieve and analyze Sentry issues, including error re…
36923
AiAgentKarl
Enables AI agents to create, compare, and track purchases with structured buyin…
N/A N/A
36924
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
N/A N/A
36925
conversoriaecnae
The first fiscal MCP server for Spain: IAE/CNAE 2025, AEAT modelos, IRPF/IVA, R…
36926
NautilusOSS
PactFi MCP Claim
Enables interaction with the PactFi AMM DEX on Algorand, including pool discove…
N/A N/A
36927
0xDanielLopez
Phishunt Claim
Public phishing feed: suspicious/confirmed phishing URLs detected hourly. No au…
36928
FoundryNet
GitHub project health, package dependency risk, trending repos, license & packa…
36929
wilfred-l-lee-jr
Agentic GEO-Lens Audit API: Specialized geospatial auditing and location-aware …
N/A N/A 95
36930
Hei33enberg
Honest voice authenticity for AI agents: enrol a voice, verify a call clip. Sig…
N/A N/A
36931
Kymylyy
Enables querying the Polish KNF e-RUP payment institution registry, including e…
N/A N/A
36932
Iman
Option Desk Claim
Option analytics over the SYNTH sample or a permitted chain: Greeks, positionin…
36933
DevRico003
Provides AI agents and coding assistants with image generation and editing capa…
36934
yufei8807
mysql-mcp Claim
Enables read-only SQL queries and datasource listing for MySQL databases via MC…
N/A N/A
36935
Seif-Sameh
Kaggle-mcp Claim
MCP server for the Kaggle API: competitions, datasets, kernels, and models.
N/A N/A
36936
Jarvis-27
Query PostgreSQL databases in plain English — LLM-generated, safety-validated S…
36937
focusgts
20 tools for Adobe Edge Delivery Services: preview, publish, analytics, and con…
N/A N/A
36938
lemmaoracle
mcp Claim
Query ZK-verified attributes, selective disclosure, and on-chain provenance fro…
36939
zvmzaretsky
Real 3D-print slicing, quoting, DFM, orientation & material/settings advisors. …
36940
Sherif-Aboulnasr
Enables AI agents to capture screen regions by defining a visual overlay or arb…
N/A N/A
36941
BetaNYC
nyc-311-mcp Claim
An MCP server for the NYC 311 Public API that allows AI assistants to check cit…
36942
brukhabtu
Rope MCP Claim 1
A Model Context Protocol server that exposes Python Rope refactoring capabiliti…
N/A N/A 95
36943
raviraval79
An MCP server that wraps the Open-Meteo API to provide current weather, forecas…
36944
fzthiait-ai
Enables searching and retrieving details of over 500,000 Spanish government gra…
36945
LongLiveY96
Provides documentation search, reading, and AI-powered Q\&A for ArkTS/ArkUI dev…
36946
aisenseapi
28 public tools for queues, inboxes, webhooks, approvals and temporary workflow…
36947
ragalgo
ragalgo-v2 Claim
Get scored, end-of-day insights for Korean stocks and crypto to cut noise and i…
N/A N/A 95
36948
tough-tongue
Create voice-agent scenarios, pull session analytics, place SIP calls, schedule…
36949
POLONIBOI
zaai-dev-mcp Claim
Zaai Dev brand brief + captured design references for MCP-compatible AI tools.
N/A N/A
36950
miggie8888
The most complete financial compliance agent in the x402 ecosystem. Combines ve…
81
Showing 36901–36950 of 67181 servers
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