MCP Server Quality Scores

Independent quality analysis of 62662 public MCP servers

62662
Discovered
30151
Scored
2112
Verified
16953
Complete

Last updated 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33951
clayop
MCP server to search and retrieve regulations from 14 Korean universities' regu…
33952
mobileappbyharis
Enables AI agents to access paid tools like crypto prices, weather, translation…
N/A N/A
33953
Vignesh-ViggyPiggy
Enables remote log collection from Linux machines via HTTP/HTTPS, allowing clie…
N/A N/A
33954
synapseops
Connects AI assistants and agentic frameworks to the Graphor API, enabling grap…
33955
Gonzih
lewm-mcp Claim
Enables visual anomaly detection for Claude Code agents by computing surprise s…
33956
bighadj22
Enables searching and displaying high-quality, royalty-free photos from Pexels …
33957
SuppleAardvark
A Model Context Protocol server for exploring and analyzing CSV files, providin…
N/A N/A
33958
rodriguez2508
A multi-agent system for code rules management using MCP, supporting search, ge…
N/A N/A
33959
pavellunev99
MCP server for Yandex AppMetrica analytics, enabling Claude to access reports, …
33960
exasol
Provides an LLM access to the Exasol database via MCP tools, enabling reading o…
N/A N/A
33961
david-pivonka
Provides comprehensive access to Google Maps Platform APIs through MCP, enablin…
33962
yesheng-oss
MCP server that connects AI clients to a browser extension for extracting artic…
N/A N/A
33963
skyvanguard
mcp-vanguard Claim
A security pentesting MCP server with 89 tools across 10 categories, enabling c…
N/A N/A
33964
evonar543
ASSETMCP Claim
A Python MCP server for searching, downloading, extracting, inspecting, and pre…
N/A N/A
33965
goww7
ActTrace Claim
MCP server for EU AI Act compliance, providing risk classification of AI featur…
N/A N/A
33966
basseko
Remote MCP server for Saudi real estate data, giving AI assistants access to 65…
N/A N/A
33967
AbsoluteMode
Provides local, agentic semantic recall over Claude Code session history, enabl…
N/A N/A
33968
LeoKuPo
xugu-mcp Claim
A Model Context Protocol server for XuguDB with full DDL/DML support, multi-LLM…
33969
benhursenabathi
MCP server that enables AI assistants to access Whoop health data including rec…
N/A N/A
33970
marcosfpina
Enables AI assistants like Claude to manage LLM inference by controlling model …
N/A N/A
33971
Cognitohazard
ltspice-mcp Claim
An MCP server that connects LLM assistants to real circuit simulation: LTspice …
N/A N/A
33972
Joint-Photon-Sciences-Institute
MCP server that wraps xraylarch for X-ray spectroscopy analysis, enabling loadi…
N/A N/A
33973
ksmin23
Provides Vertex AI Search for Commerce product search as a tool, enabling AI ag…
33974
tant
Enables MCP clients to access and manage Microsoft Dynamics 365 Business Centra…
33975
vhspace
GoldenMCP Claim
A Web3 MCP evaluation marketplace enabling standardized Inspect evals with Walr…
33976
TushaeBXN
engram Claim
Provides persistent, local-first AI memory across sessions via MCP tools for st…
N/A N/A
33977
Rajpopzein
Retrieves YouTube Channel statistics, metadata, and uploaded videos using the Y…
33978
NiveditaAryaK
Bridges MCP clients to Figma, enabling live canvas manipulation via a plugin We…
N/A N/A
33979
NoTalkTech
Provides seamless access to StackOverflow's Q\&A database through MCP, enabling…
33980
Volpestyle
swarm-mcp Claim
MCP server that lets multiple coding-agent sessions on the same machine discove…
N/A N/A
33981
jacobNar
Enables creating PowerPoint presentations with ERD diagrams from text prompts b…
N/A N/A
33982
TastyHeadphones
Fetches structured Jira issue context from a URL, enabling coding agents to qui…
33983
leelakanakala
github-mcp Claim
A production-ready MCP server providing all 26 official GitHub tools, deployed …
33984
oluwatunmiseolatunbosun2001
logsift Claim
Query, filter, and trace logs from GCP, AWS, Azure, Loki, and Elasticsearch — d…
81
33985
jianlins
navmcp Claim
A browser automation MCP server that enables web page interaction, content extr…
N/A N/A
33986
wlkr73
An MCP server that enables Claude Code to access Auth0-protected APIs by handli…
81
33987
abdulhadi-98
mautic-mcp Claim
A lightweight MCP server that connects Claude AI to Mautic marketing automation…
33988
hotic
An extensible MCP toolbox for code merging, AI code review with OpenAI and Gemi…
N/A N/A
33989
ozanunsal
Analyzes Testing Farm jobs, checks job status, and investigates failures with d…
N/A N/A
33990
STEPHANIE3004
mcp-esieabot Claim
Enables natural language control of an esieabot robot (motors, servo, camera) t…
N/A N/A
33991
madaoQ
Provides access to Claude models, message creation, token counting, and batch p…
33992
MCP-Mirror
Enables interaction with Warpcast (Farcaster) through Claude, allowing users to…
81
33993
pedronahum
Enables AI assistants like Claude to discover, validate, and simulate all 18 AC…
33994
d-zero-dev
Enables AI assistants to retrieve Figma data and access D-ZERO frontend coding …
33995
adu3110
flowindex Claim
Enables AI coding agents to analyze codebase behavior through entrypoints, call…
N/A N/A
33996
janmacher02-xl8y
Access SEC EDGAR financial data through your AI assistant. Search public compan…
81
33997
yar3333
A lightweight MCP server that bridges AI agents with a local ComfyUI instance t…
N/A N/A
33998
AiAgentKarl
MCP server for AI agent transaction insurance and escrow — protect agent-to-age…
33999
EveryInc
MCP server for Google Workspace APIs enabling reading, creating, and editing Go…
34000
Anway-Kapoor
strava-mcp Claim
Enables full integration with Strava API v3 for managing activities, athletes, …
Showing 33951–34000 of 62662 servers
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