MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33679
Scored
→
2112
Verified
→
16953
Complete

Last updated 8 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
68651
gaforov
selenium-mcp Claim
Enables browser automation through the Model Context Protocol, allowing AI agen…
— ○ ⏳ — N/A N/A — 95 —
68652
damassi
A Model Context Protocol server that provides Artsy partner analytics tools for…
— ○ ⏳ — N/A N/A — 95 —
68653
MiguelMartinezCV
Extends AI agents with tools to manage agents, query datastores, and handle CRM…
— ○ ⏳ — — — — — —
68654
royhcj
Enables AI coding agents to request user input through customizable desktop for…
— ○ ⏳ — N/A N/A — — —
68655
martinshein
mcp Claim
VayaPin MCP: pin resolution + Google Maps geocoding/places + AfterShip tracking…
— ○ ⏳ — N/A N/A — 95 —
68656
girlmoony
ai-trends Claim
Provides access to the latest AI trends by querying Google News RSS and Hacker …
— ○ ⏳ — — — — — —
68657
pipeworx-io
Enables searching and retrieving records from the Europeana digital collection,…
— ○ ⏳ — — — — — —
68658
chenqizhi1
Provides visual recognition and PTZ camera control for DIY MOSS (ESP32) smart a…
— ○ ⏳ — N/A N/A — — —
68659
LogicStamp
MCP server that provides AI assistants with structured access to codebases via …
— ○ ⏳ — N/A N/A — — —
68660
alejandrobtez
An educational MCP server deployed as an Azure Function, exposing tools like ad…
— ○ ⏳ — — — — — —
68661
stonesteel84
Kickstart development with a ready-made TypeScript project for quickly adding t…
— ○ ⏳ — N/A N/A — 95 —
68662
9kubczas4
A minimal MCP server that exposes a 'say_hello' tool and serves an Angular UI a…
— ○ ⏳ — — — — — —
68663
Biaogo94
Converts civil time to true solar time and audits whether civil and solar times…
— ○ ⏳ — — — — — —
68664
dylangroos
An MCP server that provides weather alerts and forecasts for US locations using…
— ○ ⏳ — — — — — —
68665
nfshanq
MCP Invoice Claim
A Python MCP server for invoice and receipt processing that uses OCR technology…
— ○ ⏳ — N/A N/A — 95 —
68666
morrain
Enables scraping Zhihu webpages, getting hot questions, and publishing answers …
— ○ ⏳ — — — — 81 —
68667 — ○ ⏳ — N/A N/A — 95 —
68668
bildow
demipass Claim
Credential custody for agents: use secrets blind (ssh/http/smtp/git/db), never …
— ○ ⏳ — N/A N/A — — —
68669
aiDotEngineer
MCP server for the AI Engineer Conference 2025, enabling talk submissions and c…
— ○ ⏳ — N/A N/A — — —
68670
perlahm0404
Multi-platform blog publishing tool that enables users to save, schedule, and p…
— ○ ⏳ — — — — — —
68671
Joshlucpoll
moxie-mcp Claim
A remote MCP server for the Moxie Public API, deployable to Cloudflare Workers.…
— ○ ⏳ — — — — — —
68672
RichMarin19
Enables AI assistants to interact with GoHighLevel's CRM, marketing automation,…
— ○ ⏳ — — — — — —
68673
jfarcand
Control a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, t…
— ○ ⏳ — N/A N/A — 95 —
68674
MananSingh2001
figma-react Claim 1
An MCP server that converts Figma designs into React code.
— ○ ⏳ — N/A N/A — 95 —
68675
benzatkulak-collab
Social Perks Claim
Agent-native marketing platform: create campaigns, submit proofs, review submis…
— ○ ⏳ — — — — — —
68676
NoobyNull
A comprehensive production-ready MCP server with AI integration, plugin managem…
— ○ ⏳ — — — — 81 —
68677
kholodihor
Enables AI assistants to create, manage, and track projects with associated tod…
— ○ ⏳ — — — — — —
68678
AppiumTestDistribution
Provides resources and tools for generating Appium mobile gesture code (tap, sw…
— ○ ⏳ — — — — — —
68679
bmordue
Enables users to process large datasets record by record, supporting JSON Lines…
— ○ ⏳ — N/A N/A — — —
68680
bch1212
pubrecords Claim
US public-records intelligence for AI agents — companies, SEC, courts, spending…
— ○ ⏳ — — — — — —
68681
junter1989k-ai
Oman payments for AI agents — cards / Apple Pay via Tap Payments. Never holds f…
— ○ ⏳ — — — — — —
68682
lazymac2x
agent-memory Claim
Cloudflare Workers MCP server: agent-memory
— ○ ⏳ — — — — — —
68683
marioToribi0
Automatically generates Postman collections from code directories by analyzing …
— ○ ⏳ — N/A N/A — — —
68684
kreativwiz1
Converts Ghana Post GPS addresses into detailed location information including …
— ○ ⏳ — — — — — —
68685
nomnaviet
Chữ Nôm lookup, search and Vietnamese ↔ Nôm conversion, incl. 2,422 unmapped PU…
— ○ ⏳ — — — — — —
68686
Heretek-RE
re-frida Claim
MCP server that wraps the Frida dynamic instrumentation toolkit, allowing users…
— ○ ⏳ — N/A N/A — — —
68687
jcjc-dev
beli-mcp Claim
MCP server for the Beli app, enabling search, reviews, photos, bookmarks, and l…
— ○ ⏳ — — — — — —
68688
totalaudiopromo
tap-mcp Claim
Music PR campaign management -- contacts, pitches, campaigns, and outcomes.
— ○ ⏳ — N/A N/A — 95 —
68689
w4zu
impots-mcp Claim
Transforms Claude into a French tax assistant specialized in French taxation, c…
— ○ ⏳ — N/A N/A — — —
68690
haasonsaas
Enables AI assistants to analyze design images for composition, color harmony, …
— ○ ⏳ — — — — — —
68691
lksrz
mcp Claim
Remote command execution on your machines — an SSH/Ansible alternative, by AIC-…
— ○ ⏳ — — — — — —
68692
Simoon896
An MCP server that enables conversational interaction with Wazuh SIEM, allowing…
— ○ ⏳ — — — — — —
68693
RimeetMavani
A system integrating two independent MCP servers for Google Calendar and Google…
— ○ ⏳ — — — — — —
68694 — ○ ⏳ — N/A N/A — 95 —
68695
jordnlvr
Get fast, reliable Mendix guidance with curated best practices, troubleshooting…
— ○ ⏳ — N/A N/A — 95 —
68696
elweth-sec
MCP server that enables Claude to perform network scans using netscan, supporti…
— ○ ⏳ — N/A N/A — — —
68697
Nielsen642
An MCP server that enables AI agents to navigate and understand codebases throu…
— ○ ⏳ — — — — — —
68698
malkreide
MCP server for Swiss federal geodata -- maps, elevation, geocoding, cadastral e…
— ○ ⏳ — — — — — —
68699
muhammedehab35
Advanced Token-Optimized Object Notation MCP server that compresses JSON with u…
— ○ ⏳ — — — — — —
68700
anboyu-alt
Analyzes Korean DART (Financial Supervisory Service) public disclosures to dete…
— ○ ⏳ — — — — — —
Showing 68651–68700 of 68948 servers