MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29569
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46951
DigitalVanguardSolutions
Genesys MCP Claim
Enables AI agents to interact with Genesys Cloud platform through MCP tools, re…
46952
emresemercioglu
Competitive Intelligence MCP: generate AI battlecards, track competitors, monit…
N/A N/A 83
46953
samueldesignsa
Manage restaurant employee scheduling, time-off, tips, and payroll via ShiftZap.
N/A N/A 83
46954
kazuph
A server that allows interaction with Google's Gemini AI through the Gemini CLI…
N/A N/A 95
46955
cureonics
Mevzuat MCP Claim
mevzuat.gov.tr (T.C. Mevzuat Bilgi Sistemi) için MCP sunucusu. Kanun, KHK, Cumh…
81
46956
ZztIsolation
Enables AI assistants to interact with Hangzhou Dianzi University's academic sy…
81
46957
mcp-defender Claim 1
Execute KQL queries against Microsoft Defender Advanced Hunting via natural lan…
N/A N/A 81
46958
clauxel
Remote MCP for Universal Cart merchant readiness MCP, structured receipts, audi…
46959
MCP-Mirror
Enables MCP client agents to play the classic Minesweeper game by connecting to…
N/A N/A 95
46960
yellnuts
MCP-Mem0 Claim
A robust server for managing long-term agent memory using Mem0, providing effic…
81
46961
calvinling2021-star
Lints + auto-fixes how AI coding agents discover any new product. 24 rules, 6 t…
46962
Search Argentine legal databases: court decisions, legislation, summaries, doct…
N/A N/A 81
46963
liuguoping1024
A lottery information query service for the Shanghai region that provides winni…
81
46964 N/A N/A 95
46965
hurryupmitch
Enables collaboration with multiple AI providers (Claude, GPT-4, Gemini, Ollama…
81
46966
nextauralabs
shelter Claim
AI financial coaching powered by real bank data — cash flow, alerts, and savings
N/A N/A 83
46967
adam-nntd
Verify the authenticity of a SickSlip doctor's note from your AI assistant. Si…
81
46968
Goldentrii
proxy-veil Claim 1
Residential proxy MCP server for AI agents — geo-targeting, sticky sessions, an…
N/A N/A 83
46969
sdebruyn
CLI and MCP server for administering Microsoft Fabric Data Warehouses and SQL A…
46970
darkt22002
Enables entropy-guided motor control for autonomous tool execution in MCP syste…
N/A N/A 95
46971
Blakeem
Orchestrates AI agents through structured markdown documents, enabling multi-ag…
N/A N/A
46972
kongyo2
This is an MCP (Model Context Protocol) server for the EVE Online ESI API that …
81
46973
EgorKurito
MCP server for Apple Calendar via native EventKit API with proper recurring eve…
N/A N/A
46974
cuongpo
Enable AI agents to interact seamlessly with the Rootstock blockchain by managi…
N/A N/A 95
46975
lktiep
Cortex Hub Claim
Self-hosted AI Agent Memory + Code Intelligence Platform providing persistent m…
46976
honeylabshq
Honeypot threat intelligence for AI agents: 90 days of probe data from a sensor…
46977
verifiedhumancert
Enables querying the Verified Human Cert registry to verify human-made music ce…
46978
CSOAI-ORG
MCP server for text stats ai. Features word count, reading time, keyword densit…
N/A N/A
46979
xiaobenyang-com
cookier_reward Claim 1
A model context protocol server that provides Cookie rewards for LLMS through g…
N/A N/A 95
46980
ehsanshahmoradi7276
esiomai Claim
N/A N/A 95
46981
kiyoung8
Provides comprehensive M/M/1 queuing system simulation capabilities including t…
N/A N/A 95
46982
iduryodhanrao
Provides tools to read PDFs, extract images, convert between PDF and DOCX, crea…
N/A N/A
46983
bioanywhere
Enables AI assistants to interact with GitLab projects through natural language…
81
46984
indoor
everguide Claim 1
MCP server for accessible indoor navigation and building management. Query buil…
81
46985
rschiefer
Enables AI agents to authenticate with websites using a real Chromium browser w…
N/A N/A 95
46986
Uncommontayo
A high-performance MCP server that enables AI assistants to interact with Gmail…
N/A N/A
46987
fastmcp-me
An MCP server that enables AI assistants to interact with Tenzir, a data pipeli…
N/A N/A
46988
johnanleitner1
7,000+ live bookable slots across 20 suppliers in 28 cities and 15 countries — …
81
46989
hello-3ubk
Extract specified key-values and all recognizable structured data from .pdf usi…
81
46990
hello-w2hl
Explore your Human Design with AI. Calculate your chart and ask AI how you're d…
81
46991
blievens89
Enables comprehensive Google Ads campaign management and analytics through the …
81
46992
Auxin-io
A simple boilerplate MCP server that provides a basic greeting tool for demonst…
81
46993
smartbookingofc
Retrieve your Smart Booking appointments with structured access. Filter by day,…
N/A N/A 95
46994
freightutils
16 free freight tools for AI agents — LDM/CBM/chargeable weight calculators (ro…
81
46995
cinderhaus
heygen-mcp Claim
Exposes HeyGen's video generation API to MCP-compatible clients, enabling listi…
46996
stubbedev
Enables natural-language interaction with self-hosted Jira and Bitbucket, provi…
N/A N/A
46997
Xenovative
Sage MCP Claim
An academic research server that provides LLMs with full-text search and retrie…
81
46998
OVDEN13
Read and write a self-hosted TriliumNext knowledge base over its ETAPI.
N/A N/A
46999
Sl-m
Slack Claim
Manage workspace communications by sending messages, replying to threads, and s…
81
47000
Syncline MCP Server (Go) - Fast, standalone binaries for AI-powered meeting sch…
N/A N/A 69
Showing 46951–47000 of 47066 servers