MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61851
meetronwilson
VibeOps MCP Claim
Enforces structured product development through contract-based validation of mo…
N/A N/A 95
61852
kevinlin49361128-stack
85 tools for Taiwan + US stock-market analysis — quotes, three major institutio…
N/A N/A
61853
DivineAPI
The MCP server for Divine API's Indian Astrology services, allowing AI assistan…
61854
rexchoppers
tractive-mcp Claim
Enables AI assistants to query your pet's location, tracker status, position hi…
61855
wagonbomb
MCP server that integrates Ghidra for binary analysis, enabling decompilation, …
N/A N/A
61856
pquattro
memoraeu Claim
MemoraEU gives your AI a persistent, encrypted memory — sovereign, zero-knowled…
61857
adriennevermorel
ga4-viz Claim
Enables interactive Google Analytics 4 visualizations inside Claude conversatio…
N/A N/A
61858
Markus-Pasanen
voikko-mcp Claim
Finnish language verification MCP server providing spell checking, grammar chec…
61859
keenableai
Keenable MCP Claim
MCP server for live web search and clean-markdown page fetch over the Keenable …
N/A N/A
61860
markrz-0
brainrot Claim
An MCP server that enables AI assistants to automatically generate vertical 'br…
N/A N/A
61861
EdvardGK
Enables remote automation of Solibri Office tasks including model checking, qua…
N/A N/A
61862
liuxiaotong
DataCheck Claim
Multi-dimensional data quality validation and statistical anomaly detection for…
N/A N/A
61863
runapi-ai
MCP server for the Runway Aleph model line. Enables creating edit video tasks, …
61864
rifaterdemsahin
mcp_poc Claim
A PDF-to-Markdown converter built with the Model-View-Controller (MVC) pattern …
N/A N/A
61865
marlonsena
Enables AI assistants to control a browser through a set of tools, allowing the…
N/A N/A
61866
vladilenm
Provides a read-only semantic layer over an Obsidian vault, enabling queries ab…
N/A N/A
61867
solsentry
Provides post-deploy Solana threat intelligence, enabling AI agents to check op…
61868
aakashns
Provide a scaffold for building MCP servers with ease. Enable rapid development…
N/A N/A 95
61869
bwarzecha
Enables LLMs to search and retrieve information from large technical documentat…
N/A N/A
61870
datamammoth
A Model Context Protocol (MCP) server that lets AI assistants manage DataMammot…
61871
Azure-Samples
Enables face detection and recognition in Agentic AI workflows using Azure Face…
61872
nlevy
A Model Context Protocol (MCP) server that provides Spotify integration, allowi…
N/A N/A
61873
anchore
Enables AI assistants to perform vulnerability scanning using Grype, supporting…
N/A N/A
61874
graywrk
Agent Kanban Claim
An AI-native kanban board MCP server where agents pull tasks via the Model Cont…
61875
dividduang
An MCP server that bridges AI assistants to real terminal sessions, enabling cr…
N/A N/A
61876
dataforaction-tom
Extends Airtable MCP server with full CRUD, bulk import/upsert, data analysis, …
61877
jelle
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
81
61878
sweir1
A production-ready MCP server providing AI assistants with intelligent Supabase…
61879
toolprint
superego-mcp Claim
Superego MCP is an intelligent tool-call review system for AI agents that provi…
61880
gamesme
chatlab-mcp Claim
Enables AI assistants to query local ChatLab chat history using natural languag…
N/A N/A
61881
ferrousguy
A Model Context Protocol server that helps users migrate subscription businesse…
81
61882
illancillotto
A safe MCP server for WordPress staging that enables reading content, creating …
N/A N/A
61883
reinthal
arxiv-mcp Claim
Converts arXiv academic papers to Markdown format and provides tools for extrac…
N/A N/A
61884
Dictation354
MCP server that turns DOI, URL, or paper titles into structured Markdown full-t…
N/A N/A
61885
nerdalytics
Runs git and GitHub CLI commands outside the macOS sandbox to bypass sandbox re…
N/A N/A
61886
tanayshah11
AI-powered travel search exposing flights, hotels, and weather as MCP tools, wi…
N/A N/A
61887
0-shiv
A Codex MCP server that wraps the Google Ads Gateway Worker to provide list_acc…
61888
xleepy
Enables an agent to inspect and interact with Android emulators or physical dev…
N/A N/A
61889
c-perronnet
opennms-mcp Claim
Connects Claude to OpenNMS, allowing plain language interaction with alarms, no…
61890
365diascollaboration-prog
MCP server for Instagram growth in LATAM, enabling automated DM flows, comment …
61891
yama662607
inbox-mcp Claim
A privacy-first MCP server for inbox triage, enabling masked email reading, cal…
N/A N/A
61892
garoon
Official local MCP server for Garoon, enabling AI assistants to interact with t…
61893
andyjusa
Chosun MCP Claim
MCP server for querying Chosun University portal, CLC/e-Class, and OJ systems, …
61894
racy
l324 Claim
N/A N/A 95
61895
BlueBridge-E
MCP server for managing Tencent Cloud Lighthouse servers, enabling natural lang…
61896
Nuttapon
A local-first MCP server that turns a .context/ folder of markdown files into a…
N/A N/A
61897
rgthelen
Enables Claude to interact with LinkedIn for posting, commenting, sharing media…
61898
wyre-technology
An MCP server for Datto BCDR (Business Continuity and Disaster Recovery), enabl…
61899
raheeltanvir
Connects Claude to the Ticketmaster API to let users discover local events by c…
61900
eltonf
Enables schema introspection and safe read-only queries on MySQL databases, sup…
Showing 61851–61900 of 66455 servers