MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21451
devlimelabs
Provides secure, permission-controlled access to Firebase Firestore databases w…
B 70 44 72 75 47 81
21452
dhagash2310
Gmail MCP Server Claim
A privacy-focused MCP server that grants Claude read-only access to Gmail using…
B 70 33 64 N/A N/A 48 95
21453
cabout-me
Gramps MCP Claim
Enables AI assistants to interact with Gramps genealogy databases for intellige…
B 70 44 64 68 67 81
21454
weirdmachine64
SharkMCP Claim
A swiss-knife MCP server for analysing PCAP files
B 70 33 62 N/A N/A 49 95
21455
formio
uag Claim 1
The Universal Agent Gateway (UAG) enables in-process agentic automation using F…
B 70 33 86 N/A N/A 63 56
21456
getvari
vari-mcp Claim 1
6 hydration calculators for LLMs: water intake, dehydration, pregnancy, CKD, at…
B 70 33 60 N/A N/A 54 95
21457
KyuRish
trading212-mcp-server Claim 1
MCP server for Trading 212 API - portfolio, orders, pies, dividends, and analyt…
B 70 43 67 67 N/A 72 75
21458
ArmandSwirc
TimeChimp MCP Server Claim 1
Enables interaction with the TimeChimp API v2 to manage projects, time entries,…
B 70 44 92 71 21 80
21459
gbrigandi
A Rust-based MCP server to integrate Cortex, enabling observable analysis and a…
B 70 43 56 72 N/A 63 92
21460
gusdeboer
mcp Claim
Generate fake user profiles and companies for tests, seed data, and AI agent de…
B 70 33 66 N/A N/A 58 83
21461
samuelvinay91
Enables comprehensive TestRail test management integration with support for pro…
B 70 44 84 66 35 81
21462
UliRCS
MaStR MCP Server Claim 1
MCP server for the German Marktstammdatenregister (MaStR) energy market register
B 70 33 69 N/A N/A 55 83
21463
itunified-io
OPNsense MCP Server — 72 tools for DNS, Firewall, DHCP, ACME, Routing, VLANs & …
B 70 43 75 71 N/A 56 75
21464
No-Smoke
Enables AI assistants to interact with Nextcloud instances through secure APIs,…
B 70 44 90 43 59 81
21465
theagoralabs
Enables AI agents to participate in a marketplace for buying, selling, and trad…
B 70 44 90 53 45 81
21466
fkc1e100
KCC MCP Server Claim
Enables AI assistants to contribute to Google Cloud Platform's k8s-config-conne…
B 70 43 94 47 N/A 37 87
21467
juspay
neurolink Claim
Making enterprise AI infrastructure universally accessible. Edge-first platform…
B 70 44 66 42 98 82
21468
sagarkalra-tech
timezest-mcp Claim 1
MCP Server for TimeZest: manage appointments, pending requests, and ticket sche…
B 70 33 65 N/A N/A 62 83
21469
giussepe198
Enables AI assistants to interact with New Zealand's largest online marketplace…
B 70 44 96 65 21 81
21470
dipesh1917
Sahmk MCP Claim
Enables AI agents to access Saudi market data, including company profiles, mark…
B 70 33 66 N/A N/A 45 95
21471
carlisia
mcp-factcheck Claim 1
An MCP server that validates content against MCP specification using semantic s…
B 70 43 85 41 N/A 66 83
21472
adriannoes
asap-protocol Claim 1
Standard protocol for agent-to-agent communication with stateful orchestration,…
B 70 43 72 35 N/A 86 90
21473
mordiaky
ClawDaemon MCP Claim
Connects Claude Code to a persistent OpenClaw daemon for 24/7 automation of cro…
B 70 33 72 N/A N/A 35 95
21474
GustyCube
Discord MCP Server Claim 1
An MCP server for interacting with Discord.
B 70 44 59 71 74 81
21475
stier1ba
An MCP server implementation that integrates with LicenseSpring APIs, providing…
B 70 44 63 71 67 81
21476
AbdumajidRashidov
mycop Claim
Agentic security scanning in Claude Code, Cursor, Windsurf
B 70 43 48 67 N/A 76 95
21477
aryaminus
ControlKeel Claim
Governed MCP workflows with policy validation, findings tracking, and review ga…
B 70 33 60 N/A N/A 53 95
21478
zhangyh0426
PulseAgent Claim
An interrupt-aware MCP sidecar for long-running coding agents that detects chan…
B 70 33 60 N/A N/A 54 95
21479
mehrandvd
skunit Claim
skUnit is a testing tool for AI units, such as IChatClient, MCP Servers and age…
B 70 33 54 N/A N/A 64 95
21480
raohwork
forgejo-mcp Claim 1
An MCP server for managing your repositories on Forgejo/Gitea server.
B 70 44 61 71 65 82
21481
SergioSediq
AWS MCP Server Claim
A read-only Model Context Protocol server that exposes over 60 AWS tools across…
B 70 44 90 51 63 71
21482
theYahia
retailcrm-mcp Claim 1
MCP server for RetailCRM — orders, customers management via API v5.
B 70 33 57 N/A N/A 58 95
21483
severity1
A Model Context Protocol (MCP) server that integrates Claude with the Terraform…
B 70 44 64 67 67 82
21484
lorencarvalho
iterm2-mcp Claim 2
An MCP server that provides full control over iTerm2 terminal sessions on macOS…
B 70 33 51 N/A N/A 67 95
21485
itstanner5216
Multi MCP Claim
A flexible proxy server that aggregates multiple backend MCP servers into a sin…
B 70 44 92 43 58 80
21486
flowiesner
fronius-mcp Claim
Enables real-time solar data from Fronius inverters via Claude, allowing natura…
B 70 33 60 N/A N/A 53 95
21487
juancvergara1
Enables Claude to interact with WhatsApp Business for reading, searching, and s…
B 70 33 72 N/A N/A 35 95
21488
jbr
cargo-mcp Claim
cargo-mcp
C 69 43 56 56 N/A 71 95
21489
danielctc
ctc-monitor-mcp Claim
Global tech news from 500+ sources — China, SEA, India, MENA, Africa, LatAm, Eu…
C 69 33 66 N/A N/A 55 83
21490
guia-matthieu
clawfu-skills Claim
172 expert marketing skills for AI agents — ClawFu MCP Server
C 69 33 60 N/A N/A 51 95
21491
kbroughton
downscoping-mcp Claim
A security-focused tool that implements least-privilege credential injection fo…
C 69 33 72 N/A N/A 29 95
21492
jathinkolla
Enables document format conversion between various formats (Markdown, HTML, PDF…
C 69 43 84 45 N/A 42 95
21493
mrostamii
rancher-mcp-server Claim 1
MCP server for the Rancher ecosystem with multi-cluster Kubernetes operations, …
C 69 44 57 68 75 82
21494
pablixnieto2
etld-mcp-server Claim 1
Deterministic B2B Data Middleware. Waterfall parsing for CSV, EDI, SEC & Financ…
C 69 33 80 N/A N/A 32 83
21495
Shangri-la-0428
oasyce Claim
On-chain economy for AI agents: escrow, marketplace, data rights, reputation, d…
C 69 33 66 N/A N/A 41 95
21496
carsonroell-debug
linkrescue-mcp Claim
Broken link detection with affiliate tracking, revenue loss estimation, and fix…
C 69 33 70 N/A N/A 50 83
21497
tixuz
openemis Claim 1
Read-only MCP server for OpenEMIS v5 — 645 resources, 24 playbooks, natural-lan…
C 69 33 78 N/A N/A 45 75
21498
AdsPower
adspower-browser Claim 1
MCP server for using the AdsPower LocalAPI
C 69 43 65 68 N/A 51 87
21499
ashrobertsdragon
cPanel MCP Server Claim
Provides AI assistants with the ability to manage email accounts through cPanel…
C 69 43 88 41 N/A 49 87
21500
c1pher-cn
Homeassistant MCP server for 小智AI
C 69 43 82 51 N/A 42 90
Showing 21451–21500 of 59785 servers
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