MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29734
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48951
berntpopp
hpo-link Claim
MCP server that provides tools for querying the Human Phenotype Ontology (HPO) …
N/A N/A
48952
YogiboKorea
A Node.js MCP server example with user management, task management, and calcula…
48953
kloudle
Cloud security scanning tools for AI agents. 7 purpose-built AWS scanners that…
81
48954
iwamot
Enables to present PDF slides with live bullet comments from audience, and to f…
N/A N/A
48955
bysonte
Enables querying, searching, and managing documents in an Outline instance via …
N/A N/A
48956
robfischer1
Provides MCP tools to read, write, append, and edit prose sections of nodes, ba…
48957
schuang
Converts linear Markdown documents into styled Google Slides presentations with…
N/A N/A
48958
omarkhandji-commits
MIDAS Claim
Local-first AI agent for approval-gated automation and verifiable LLM workflows.
N/A N/A
48959
Albaker-Group
MCP server that lets Claude (or any MCP-compatible client) compare on-demand co…
48960
AutoRFP
AutoRFP.ai Claim
Search AutoRFP.ai projects, requirements, content library, and tags for Q&A and…
48961
mclarkson
Manages blood pressure readings (create, read, update, delete) via an MCP serve…
48962
AlwaysSany
A FastAPI application that hosts multiple MCP servers for weather, news, curren…
48963
us-all
Datadog observability — 168 tools across metrics, monitors, logs, APM, RUM, inc…
N/A N/A
48964
DevOps-Represent
Enables AI clients to use custom tools, maintain memory, and follow structured …
48965
anythink-cloud
Sick of stitched-together services? Anythink is the all-in-one backend, configu…
N/A N/A
48966
MatthewDavisAIArchitect
Transformation readiness gaps and initiative risk signals for AI agents and ent…
48967
88-888
n8n-MCP Claim
Provides AI assistants with comprehensive access to n8n's 525+ workflow automat…
81
48968
BigDataTeam5
Enables AI-powered analysis of healthcare market segments, product comparisons,…
48969
thapeloramolotsi
vm Claim
N/A N/A 95
48970
millelog
A read-only MCP server for SQL Server database introspection that enables Claud…
48971
Nayef-Abou-Tayoun
Enables AI agents to interact with IBM OpenPages GRC platform through a standar…
48972
xbghc
Enables querying, creating, and managing Zotero references via the MCP protocol.
48973
fangshanzizhi
kimi-bridge Claim
An MCP server that enables WorkBuddy to invoke the kimi-code CLI locally via MC…
N/A N/A
48974
pipeworx-io
Genius Claim
Genius MCP — songs, artists, annotations metadata
48975
bradygaster
Enables natural language interaction with local .docx files, allowing users to …
N/A N/A
48976
neondatabase-labs
neon Claim 1
MCP server for interacting with Neon Management API and databases
86
48977 N/A N/A 95
48978
Goldentrii
AgentRecall Claim
Persistent, compounding memory for AI agents across sessions. Uses the Intellig…
48979
cloph-dsp
Downloads TikTok videos, transcribes them, suggests subreddits and titles, and …
48980
AutomateLab-tech
ai-seo Claim
MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring,…
N/A N/A
48981
namixai
funding-mcp Claim
Multi-venue perpetual funding-rate data & cross-exchange funding arbitrage acro…
48982
leky90
Enables pixel-perfect image comparison and visual regression testing via tools …
N/A N/A
48983
wxkingstar
search-docs Claim
N/A N/A 95
48984
easyweek-fvmn
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
N/A N/A 95
48985
prizmad
Prizmad Claim
Generate AI UGC video ads from any product URL — avatars, voiceover, OAuth Conn…
48986
michaeljiangmingfeng-debug
Quantitative trading strategies, market indices, and live performance data
N/A N/A 95
48987
interzoid
data-quality Claim 1
An MCP server that exposes Interzoid's AI-powered data quality, matching, enric…
N/A N/A 95
48988
InquiryInstitute
imscc-mcp Claim 1
An MCP server that enables the creation of Canvas Common Cartridge (.imscc) pac…
N/A N/A 95
48989
AlexAI-MCP
Enables querying a plant knowledge graph for companion planting, climate suitab…
48990
RollingGo-AI
RollingGo MCP is a high-performance hotel search and recommendation service bui…
48991
phasetdev
Generates Phaset manifest files by analyzing your repository with Claude's AI, …
N/A N/A
48992
SuMayaBee
Let AI agents create interactive visualizations that render live inside your ch…
N/A N/A
48993
bertshim
Enables interaction with MySQL databases through MCP tools for querying table s…
81
48994
LokiMCPUniverse
Exposes a Jenkins controller's REST API to MCP-compatible clients, enabling job…
48995
rodkinal
Enables MCP-compatible applications to execute CrowdStrike NGSIEM security even…
N/A N/A
48996
jabberjabberjabber
Enables LLMs to search, download, and extract information from YouTube music vi…
N/A N/A 95
48997
shipeasy-ai
mcp Claim
Feature flags, A/B experiments, kill switches, dynamic config & i18n — Shipeasy…
N/A N/A
48998
yuhuangou
Wordware MCP Claim
A Master Control Program server that allows developers to run Wordware AI flows…
N/A N/A 95
48999
sfls1397
Enables semantic search across Apple Mail, Messages, Calendar, and Contacts on …
N/A N/A 95
49000
claymore666
debmatic-mcp Claim
MCP server for controlling HomeMatic smart home devices via the CCU JSON-RPC API
N/A N/A
Showing 48951–49000 of 50103 servers
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