MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53951
Decilion
ghed-mcp Claim
A Model Context Protocol (MCP) server that gives AI assistants like Claude dire…
53952
drewbloom
Enables users to search and fetch NetDocuments files through OAuth authenticati…
81
53953
tessera-llm
MCP server for Tessera's LLM cost-optimization layer. Anchored spend, drift det…
53954
leandrocg
Provides comprehensive access to Google Search Console data with enhanced analy…
N/A N/A 95
53955
oledmansfeld
Enables Claude to manage the UnoPim Product Information Management system throu…
81
53956
meltingpixelsai
Tools: - scan_token - Scan a single token for rug pull risk, honeypot status,…
N/A N/A 95
53957
sF1nX
x402station Claim
Preflight by [x402station.io](https://x402station.io) — infrastructure for x402…
53958
sweetrb
Enables AI assistants to query and export from the macOS Apple Photos library u…
N/A N/A
53959
ssaikrishna862
RecruitData Claim
Unified job search MCP server that aggregates live listings from multiple job b…
53960
ServiceStack
omarchy-mcp Claim
Enables AI assistants to manage Omarchy desktop themes, including listing, swit…
N/A N/A
53961
thomasgazzoni
vsc-mcp Claim
Exposes Language Server Protocol (LSP) functionality as Model Context Protocol …
N/A N/A
53962
ToDealMarket
Enables AI agents to perform local session-state checks for TDM, helping decide…
N/A N/A
53963
Ansvar-Systems
Belgian legislation via MCP — full-text search across statutes and provisions
N/A N/A 95
53964
khadinakbaronline
Scrape messages, extract leads from public Telegram channels. No login required.
N/A N/A 95
53965
pedarias
Retrieval-Augmented Generation system serving LangGraph documentation through t…
N/A N/A
53966
Secure-ISS
Enables natural language management of servers, deployments, and build pipeline…
81
53967
Eco-Wealth
A local-first MCP server stub that exposes provisioning tools for converting ec…
N/A N/A
53968
daniel-r55a
Forge MCP Claim
A remote MCP server that connects AI assistants to the full Salesforge product …
N/A N/A 95
53969
ApacheBin
xbtest Claim
N/A N/A 95
53970
xinyuxinyuxintaihaohao
Enables AI assistants to read Garmin health and fitness data from the Chinese v…
53971
teamtinvio
Jaz AI Claim
The complete agent surface for Jaz accounting, providing 284 MCP tools and doma…
53972
thirrukumar
MCP server for IBM Z Hardware Management Console Web Services API integration w…
N/A N/A
53973
lekt9
tiktok-mcp Claim
N/A N/A 95
53974
grocery-prices Claim 1
UK grocery price comparison across major supermarkets.
N/A N/A 81
53975
AI-for-anyone
An intelligent game assistant for Red Alert, based on LangGraph and MCP, provid…
N/A N/A
53976
adelaidasofia
FastMCP server for surgical queries against a vault knowledge graph (NetworkX n…
N/A N/A
53977
alaarab
phren Claim
A persistent memory server for AI agents that stores findings, tasks, and patte…
N/A N/A
53978
jamesbubenik
A local-first MCP server for PageIndex — the vectorless, reasoning-based RAG fr…
N/A N/A
53979
brunoescalhao
hypokrates Claim
Pharmacovigilance hypothesis generation from 15 public drug safety databases
N/A N/A 95
53980
bioanywhere
Enables AI assistants to interact with GitLab projects through natural language…
81
53981
bbb-build
Hire Orb-verified humans for real-world tasks with on-chain escrow on World Cha…
N/A N/A
53982
nmhaaa3218
Calculates Vietnamese Tử Vi horoscope charts, generating structured JSON with T…
53983
honeybulr
etapa Claim
Etapa is an AI cycling coach for beginners and returning riders. Most cycling a…
81
53984
axel-belfort
Text diff comparison API for AI agents. Compare two texts line-by-line: additio…
81
53985
jolfr
A Model Context Protocol server that provides Commitizen functionality, enablin…
N/A N/A 95
53986
victorbenazzi
Connects AI agents to the Ploomes CRM REST API, exposing 56 tools for managing …
53987
guillaume.beauverd
candiceai Claim
N/A N/A 95
53988
cognis-digital
biascope Claim
MCP server for scanning AI systems and code for demographic, occupational, and …
N/A N/A
53989
saltyskip
Rift Links Claim
Rift is the agentic deep linking platform, one URL works two ways: humans get r…
53990
juvantlabs
Model Context Protocol server wrapping Microsoft Graph API for OneDrive, ShareP…
53991
pierre
Launch instant calls and share links with customers. Start an Assist recording …
81
53992
Gonzapepe
Enables creating and managing UML diagrams in Sparx Systems Enterprise Architec…
N/A N/A
53993
jasoncronje
Enables inspection and control of Arc Browser spaces and tabs on macOS, includi…
N/A N/A
53994
Gabriela-707
dev-notes Claim
Enables Claude to save, list, and read notes in a '/dev-notes' directory, and f…
N/A N/A
53995
Mofesto
MCP server for Fubon Securities, providing comprehensive Taiwan stock trading a…
N/A N/A
53996 N/A N/A 95
53997
kuba2290
Enables AI assistants to manage RetellAI voice services including calls, agents…
53998
GraysonCAdams
sophtron-mcp Claim
MCP server for Sophtron financial data aggregation that allows clients to searc…
N/A N/A
53999
poddubnyoleg
moengage-mcp Claim
MCP server for MoEngage marketing platform, exposing campaign and email-templat…
54000
DizzyMii
Landlord Claim
An MCP server that orchestrates parallel Claude agent sessions by decomposing n…
N/A N/A
Showing 53951–54000 of 54421 servers