MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51751
rajavel6698
rajavel-66 Claim
N/A N/A 95
51752
Jeretucu
Enables AI models to interact with Oracle Siebel CRM via its REST API, supporti…
51753
spajjuri.pro
vsfclubnew3 Claim
N/A N/A 95
51754
commet
SAY Claim
Converts family notices (hospital, government, insurance, delivery) into action…
51755
SCom-82
An unofficial MCP server that provides 17 tools for Yandex/Google rank tracking…
51756
themewireco
Synchronity Claim
Enables AI assistants to search, compare, and buy products across connected Woo…
N/A N/A
51757
diegobit
MCP server to manage your Aranet4 CO2 sensor, enabling scanning, data fetching,…
N/A N/A
51758
dtlele
Enables browser automation using Playwright, including navigation, screenshots,…
N/A N/A
51759
rocnubie
Nano Banana Pro AI image editor free online. Create, edit, and enhance images b…
N/A N/A
51760
andrewconnell
senja-mcp Claim
An MCP server that enables AI assistants to list, retrieve, and create testimon…
N/A N/A
51761
rendi-febrian
Enables AI assistants to introspect a Laravel application's routes, models, con…
N/A N/A
51762
dmitryborovoy-bot
A universal MCP layer for Russian-speaking America, enabling AI agents to acces…
51763
itay1709
Enables AI assistants to interact with Atlassian Jira and Confluence, supportin…
51764
MayraOA
Multi-agent MCP server for auditing public spending execution of Peruvian regio…
N/A N/A
51765 N/A N/A 95
51766
runapi-ai
suno-mcp Claim
A RunAPI MCP server for the Suno music generation models, enabling task creatio…
51767
dray-supadev
MCP server for EasyPanel that enables AI agents to manage servers, projects, se…
51768
fidgetcoding
Refero MCP Claim
Enables searching the Refero design catalog in plain English and generates DESI…
51769
HenryLinyy
Enables coding agents like Claude Code and Codex to offload boilerplate generat…
N/A N/A
51770
Abishek-0607
Enables Claude or any LLM to manage a book library via MCP tools, allowing list…
51771
OJamals
An MCP server that provides web search and semantic reranking capabilities usin…
81
51772
massanaRoger
extracto-mcp Claim
Enables Claude and any MCP client to turn a URL plus a schema into validated, t…
51773
cisco-open
Local-first MCP server that lets AI agents design Cisco-style networks and gene…
N/A N/A
51774
a2cr
A2CR Claim
Save AI-agent handoff checkpoints, WorkStash notes, and WorkThreads in a local …
N/A N/A
51775
alittleyellowkevin
A Model Context Protocol server that enables agents to execute SQL queries agai…
N/A N/A 95
51776
NNTin
Provides Discord user presence information through the Lanyard API, enabling AI…
51777
alisonborba
Provides real-time Transport for London journey data, including routes, alerts,…
51778
Khaif004
Enables management of SAP Intelligent Agriculture farming platform, including a…
51779
Cap-of-tea
AI-controlled browser farm: N isolated Chromium instances with 36 MCP tools
N/A N/A 95
51780
geraservicesuk
GeraWitness MCP (placeholder) — human-in-the-loop safety layer for AI agents. L…
N/A N/A 95
51781
pipeworx-io
Enables querying community-run, keyless football/soccer match data from OpenLig…
51782
LxyMp
MCP server for npm login, publishing, and viewing package operations.
N/A N/A
51783
concensure
clair Claim
An MCP server that reduces token usage by lazily loading skills and tools only …
N/A N/A
51784
KyaniteLabs
DialectOS Claim
Spanish dialect localization server and CLI. Translates and QA-checks across 25…
N/A N/A
51785
badchars
Cloud security audit tools for AI agents that provide direct access to cloud AP…
51786
CodeAwareness
Team-aware memory for AI coding assistants that tracks intent, records decision…
N/A N/A
51787
fischperson0000000
GetMyCert Claim
13,000+ IT certification practice questions for AI agents (AWS, Azure, GCP, Com…
51788
BradyDouthit
Enables AI assistants to take screenshots of localhost development servers for …
N/A N/A
51789
David3Emmanuel
Exposes your todo-tree task list as MCP tools for reading and managing tasks vi…
51790
AdekunleBamz
Listens to Monad testnet for new blocks and provides a REST API to query the la…
51791
pashaarshad
Provides 12 medical tools for symptom checking, lab report explanation, emergen…
51792
goto-software
MCP server for Plane integration, enabling AI agents to interact with Plane API…
51793
hyunaeee
higgsMCP Claim
Enables automating AI beauty influencer workflows—character creation, ad produc…
51794
bioanywhere
Connects AI assistants to GitLab projects, enabling users to query merge reques…
81
51795
ChesterRa
Provides traditional Chinese astrology (Bazi, Ziwei) and divination (Liuyao, Me…
51796
kevinkiklee
MCP server that enables Claude Code to generate images using Google's Gemini im…
51797
ronsevetoci
MCP server for Oracle Container Engine for Kubernetes (OKE) that enables inspec…
N/A N/A
51798
decentralized-usd
Enables management of USDD protocol vaults, PSM swaps, savings, and token trans…
51799
codekuik
Enables KUIK Agent to access on-premise SMB/CIFS shares on a Windows Server usi…
51800
N0el4kLs
Enables LLMs to query and retrieve data from Burp Suite proxy history using SQL…
N/A N/A
Showing 51751–51800 of 67226 servers