MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29734
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48951
davidweatherall
Enables planning with Claude Code and high-speed code generation using Cerebras…
N/A N/A
48952
arnstarn
Manages QNAP Virtualization Station (VMs, snapshots, disks, ISOs) via the QVS R…
48953
danilonovaisv
Manage n8n workflows with ease. Create, update, activate or deactivate, execute…
N/A N/A 95
48954
elizabethsiegle
A remote MCP server deployable on Cloudflare Workers without authentication, pr…
48955
Bloomidea
saft-mcp Claim
An MCP server that enables AI assistants to parse, validate, and analyze Portug…
N/A N/A
48956
dev-bd37
Autonomous DeFi yield for AI agents on Base. 4 read-only MCP tools: query agent…
81
48957
SamurAIGPT
muapi Claim
Generate images, videos, and audio using 100+ AI models via muapi.ai.
N/A N/A
48958
nimish
Get live crypto prices from Onramp.money and instantly see how much you can buy…
81
48959
dev-87i5
AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
81
48960
deepsearch-hq
Korean stock & crypto for AI agents. KRX news, financials, risk via x402 USDC p…
N/A N/A
48961
zekebuilds-lab
captcha-mcp Claim
L402 Lightning paywall + Hashcash proof-of-work gate for MCP tool calls. Free t…
N/A N/A
48962
opspawn
This MCP server allows an AI assistants to search for flight information online…
N/A N/A 95
48963
master997
cuad-audit Claim
An MCP server that audits a contract liability clause against a derived company…
N/A N/A
48964
chayan-1906
FS-MCP Claim
Provides Claude with complete file system integration including directory manag…
N/A N/A
48965
kirha-ai
Kirha Crypto Claim
Connect your LLM to real-time crypto data. Track Ethereum wallet portfolios and…
N/A N/A 95
48966
adamcwade
quake-mcp Claim
MCP server wrapping the USGS Earthquake Hazards API, enabling AI assistants to …
48967
IronLain88
Connects AI agents to The Agents Hub, visualizing them as pixel characters on a…
48968
chenzhaoxuan0
zendesk-mcp Claim
MCP server for Zendesk support workflows that enables ticket search, lookup, cr…
48969
herotech101
Hardened C# Model Context Protocol (MCP) server for MS SQL Server and PostgreSQ…
N/A N/A
48970
k4nuck
Gergy AI MCP Claim
An intelligent assistant built on Model Context Protocol architecture that prov…
81
48971
YangHang0210
Interactive feedback server for AI-assisted development with Web UI and desktop…
N/A N/A
48972
aiproductscout
Agentic commerce with 58 MCP tools for product search, checkout, A2A negotiatio…
48973
moverton7474
wmis Claim
Wealth Management Intelligence System MCP server providing authenticated tools …
48974
astroway
astroway-mcp Claim
Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation…
48975
contactxyz-admin
morningform Claim
stdio MCP proxy for MorningForm — bridges Claude Code to MorningForm HTTPS MCP …
N/A N/A
48976
wjddusrb03
Combines Naver DataLab trends, blog/news search, translation, and Unsplash imag…
48977
davidalbertonogueira
Enables secure, read-only access to Amazon Redshift data warehouses for AI assi…
48978
Arcelibs
MaaMCP_CC Claim
Enables Claude Code to directly control Android emulators or Windows windows fo…
N/A N/A
48979
aissablk1
MCP server for roadmap.sh: roadmaps, best practices, interview questions, proje…
N/A N/A
48980
CSOAI-ORG
document-comparison-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48981
Kyze-Labs
An intentionally vulnerable MCP server for security training, enabling users to…
N/A N/A
48982
jayvee6
LLM access to Apple Mail and iCloud via AppleScript. Read, search, compose, rep…
N/A N/A
48983
LinkleePublic
MCP server for Linklee that enables creating short links, listing links, gettin…
48984
ranielbnunes
A server that integrates with the CNJ DataJud API for the Maranhão Court of Jus…
N/A N/A 95
48985
boska
vox Claim
Native macOS MCP server for voice I/O — Swift binary, SFSpeechRecognizer + Elev…
N/A N/A
48986
yifudiao
FRED Claim
A local MCP server that gives Claude and other MCP clients access to Federal Re…
N/A N/A 95
48987
fprochazka
libsrc Claim
Resolves project dependencies and provides local source code paths for AI agent…
N/A N/A 95
48988
joshuaogabriel
Australian advertising & marketing compliance for AI assistants. Scan websites,…
81
48989 N/A N/A 95
48990
Melgencer
Connect AI agents to Alpaca Cloud: Postgres, Auth, Storage, Sandboxes, and Work…
48991
mylxsw
Enables AI assistants to create, read, update, delete, and list memos via the M…
48992
StonesofCreation
StackSwap Claim
B2B GTM stack intelligence: search ~400 tools, compare vendors, find overlaps, …
48993
MCP-Forge
Enables AI agents to search foods, get nutritional breakdowns, and estimate exe…
48994
BernhardJackiewicz
An MCP server that adds engineering discipline to AI-assisted development, enfo…
N/A N/A
48995
lucasgerads
spicelib-mcp Claim
A thin MCP server that wraps spicelib for circuit simulation. Exposes tools for…
N/A N/A
48996
dgenio
MCP context gateway that fronts your upstream MCP server(s): the model sees a b…
N/A N/A
48997
alumnx-ai-labs
Enables semantic search over the Vignan University knowledge base using Pinecon…
48998
SimonTarara62
Unofficial community MCP for the Capital.com Open API. Guarded two-phase trades…
N/A N/A
48999
MiguelTVMS
Exposes TP-Link Omada controller APIs to AI copilots, enabling listing of sites…
49000
Sourcery-info
Enables searching OpenAleph entities and documents using natural language queri…
Showing 48951–49000 of 50103 servers
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