MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57051
ratbyte
RX-Radar Claim
[![smithery badge](https://smithery.ai/badge/ratbyte/rxradar)](https://smithery…
81
57052
jerry2247
admob-mcp Claim
A Model Context Protocol server for the Google AdMob API, enabling reading and …
N/A N/A
57053
ali-commits
tlgrm Claim
Drives a personal Telegram account from the terminal or via MCP, enabling AI as…
N/A N/A
57054
EgmerMarketing
Starbase MCP Claim
Enables interaction with Starbase OS CRM through natural language, allowing use…
N/A N/A
57055
robford-brookai
Enables comprehensive management of DuploCloud infrastructure, including tenant…
81
57056
rajanrengasamy
vidlens-mcp Claim
YouTube intelligence layer for AI agents. 41 tools across 10 modules ; search, …
75
57057
kennyR859
Provides unified access to OneDrive and SharePoint through Microsoft Graph API,…
81
57058
equinixnetworkedge
Equinix NetworkEdge MCP Server is an AI-powered interface that enables customer…
N/A N/A 95
57059
bhuvanabala
VINdata Claim
VIN decoding and European vehicle data for automotive workflows.
57060
followtz
量化交易MCP工具集,27个工具覆盖策略指标、回测引擎、风控分析和数据管线
57061
liam798
testclaw-mcp Claim
Provides a remote HTTP MCP layer for TestClaw, enabling MCP clients to interact…
81
57062
Shakargy
DevTime Claim
Local-first, read-only MCP server for evidence-backed repository memory.
N/A N/A
57063
pipeworx-io
Enables querying Japanese government statistics from e-Stat, including metadata…
81
57064
asaricorp
Enables interaction with Shopify store data through the GraphQL API, providing …
57065
Dvorak
Enables querying OpenDRIVE road network files through structured MCP tools for …
N/A N/A
57066
Tripletex
Enables users to look up package versions, scan for vulnerabilities, and analyz…
N/A N/A
57067
Vikas-O7
AI-native Experience Decisioning lifecycle automation for Adobe Journey Optimiz…
81
57068
zueai
A lightweight MCP server for managing DNS records, purging cache, and interacti…
81
57069
skiddgoddamn
bing-seo-mcp Claim
Provides AI agents full access to Bing Webmaster Tools API for site management,…
57070
rvibek
Generates matplotlib charts via a FastAPI service, supporting line, bar, scatte…
81
57071
FidarOrg
mcpfoundry Claim
A CLI tool that generates production-ready MCP servers from databases or OpenAP…
57072
sandraschi
Wraps opencode CLI's HTTP API into MCP tools for agent run, session management,…
N/A N/A
57073
zmij
A CLI + bundled MCP server for managing Google Play Console metadata, screensho…
N/A N/A 95
57074
summerstateofmind
Cost-of-living & quality-of-life comparison: take-home pay, equivalent salary, …
57075
gabrielmahia
jumuia-mcp Claim
MCP server for Kenya community finance — SACCO finder, chama formation, coopera…
N/A N/A
57076
cryptorefills
gift-cards Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
81
57077
ohhan777
An MCP server that provides Korean weather information from the Korea Meteorolo…
57078
nikita15p
Enables AI assistants to manage Apache Ambari clusters, including services, hos…
57079
amxkifir
Enables users to search, compare, and retrieve detailed information about World…
81
57080
afhultin
Arsenal MCP Claim
A Kali Linux-based MCP server that exposes over 45 penetration testing tools fo…
81
57081
mutamiri-sudo
Country-agnostic MCP-callable directory for AI agents to find local SMBs — real…
57082
PaulMRamirez
Enables AI assistants to interact with Yamcs mission control systems through na…
81
57083
terros-inc
Enables interaction with the Terros platform's User API to manage and retrieve …
81
57084
except-pass
Bridges NATS pub/sub into Claude Code sessions, enabling agents to receive and …
N/A N/A
57085
guzus
Enables real-time search of X.com (Twitter) posts, users, threads, and trends v…
81
57086
getnahook
nahook-mcp Claim
"The official MCP server for the Nahook webhook platform — trigger webhooks, in…
57087
mamorett
Enables querying and analyzing Oracle Cloud Infrastructure Load Balancer custom…
57088
yamanoku
Enables querying Connpass user profiles, group memberships, and event participa…
57089
junter1989k-ai
Philippines payments for AI agents — GCash, Maya, cards via PayMongo. Never hol…
57090
Thethirdone3
A demonstration MCP server that exposes a mock merchant catalog with tools for …
N/A N/A
57091
Jonvoge
Canon MCP Claim
Serves as the serving layer for Canon governed context repositories, enabling A…
57092
angrysky56
Provides Prolog logic programming integration for Claude via a Docker SWISH con…
N/A N/A
57093
apiccelli
Integrates Brewteco APIs with AI assistants, enabling natural language queries …
N/A N/A 95
57094
joeseesun
A local MCP gateway that unifies multiple LLM providers, API keys, routing, and…
N/A N/A
57095
sarteta
Read-only AWS cost diagnostic server that enables AI agents to detect idle reso…
81
57096
microhenrio
Debug microcontrollers directly from Claude. This is an MCP server that drives …
N/A N/A
57097
jeff-nasseri
Revolut MCP Claim
Bridges AI assistants with the Revolut Business API to enable banking operation…
81
57098
sisques-labs
cookidoo-mcp Claim
MCP server for Cookidoo, enabling AI tools to search recipes, manage shopping l…
57099
giantrksa
Provides Indonesian stock (IDX) analysis tools for Claude Code, enabling real-t…
N/A N/A
57100
brentdemark
Enables Claude to read, search, send, and manage Gmail messages and threads thr…
Showing 57051–57100 of 67286 servers