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
68601
Gonzih
mcp-charm Claim
Browse and search thousands of free car service manuals from charm.li.
— ○ ⏳ — — — — — —
68602
codingriver
upilot Claim
Unity Editor automation bridge for AI agents and MCP clients, enabling inspecti…
— ○ ⏳ — N/A N/A — — —
68603
stevysmith
Stacktree Claim
Publish HTML to private, unguessable, replace-in-place URLs from any MCP-compat…
— ○ ⏳ — — — — — —
68604
andrewmalov
mcp-imap Claim
Enables AI agents to interact with email accounts via IMAP and SMTP, supporting…
— ○ ⏳ — N/A N/A — — —
68605
geekjourneyx
📝 md2wechat MCP Server | 让 Claude Code & AI Agent 一键排版发布到微信公众号
— ○ ⏳ — N/A N/A — — —
68606
yeominsoo
NVIDIA MCP Claim
Provides tools for NVIDIA NIM and Visual GenAI APIs, enabling chat completions,…
— ○ ⏳ — N/A N/A — — —
68607
songyaeji
Enables searching and retrieving security conference papers from major venues (…
— ○ ⏳ — — — — — —
68608
sla10132000
mcpscope Claim
A simple local MCP server that provides greeting and integer addition tools.
— ○ ⏳ — N/A N/A — — —
68609
daviiferrer
Exposes the catalog of Supermercados Kawakami (Paraguaçu Paulista/SP) as tools …
— ○ ⏳ — — — — — —
68610
sanjibani
storedge-mcp Claim
MCP server for StorEdge self-storage management platform, enabling agents to ma…
— ○ ⏳ — — — — — —
68611
nishantwebdev
Enables querying weather data through natural language, providing current condi…
— ○ ⏳ — — — — — —
68612
tonguyenducmanh
An MCP server that enables interaction with MySQL databases through the Model C…
— ○ ⏳ — N/A N/A — 95 —
68613
sagapeak
mcp Claim
Artifact store for AI agents. Hosted OAuth at mcp.artifacta.io/mcp; local stdio…
— ○ ⏳ — — — — — —
68614
wyre-technology
avanan-mcp Claim
MCP server for Checkpoint Harmony Email & Collaboration (Avanan). Enables AI as…
— ○ ⏳ — — — — — —
68615
gaforov
selenium-mcp Claim
Enables browser automation through the Model Context Protocol, allowing AI agen…
— ○ ⏳ — N/A N/A — 95 —
68616
damassi
A Model Context Protocol server that provides Artsy partner analytics tools for…
— ○ ⏳ — N/A N/A — 95 —
68617
MiguelMartinezCV
Extends AI agents with tools to manage agents, query datastores, and handle CRM…
— ○ ⏳ — — — — — —
68618
royhcj
Enables AI coding agents to request user input through customizable desktop for…
— ○ ⏳ — N/A N/A — — —
68619
martinshein
mcp Claim
VayaPin MCP: pin resolution + Google Maps geocoding/places + AfterShip tracking…
— ○ ⏳ — N/A N/A — 95 —
68620
girlmoony
ai-trends Claim
Provides access to the latest AI trends by querying Google News RSS and Hacker …
— ○ ⏳ — — — — — —
68621
pipeworx-io
Enables searching and retrieving records from the Europeana digital collection,…
— ○ ⏳ — — — — — —
68622
chenqizhi1
Provides visual recognition and PTZ camera control for DIY MOSS (ESP32) smart a…
— ○ ⏳ — N/A N/A — — —
68623
LogicStamp
MCP server that provides AI assistants with structured access to codebases via …
— ○ ⏳ — N/A N/A — — —
68624
alejandrobtez
An educational MCP server deployed as an Azure Function, exposing tools like ad…
— ○ ⏳ — — — — — —
68625
stonesteel84
Kickstart development with a ready-made TypeScript project for quickly adding t…
— ○ ⏳ — N/A N/A — 95 —
68626
9kubczas4
A minimal MCP server that exposes a 'say_hello' tool and serves an Angular UI a…
— ○ ⏳ — — — — — —
68627
Biaogo94
Converts civil time to true solar time and audits whether civil and solar times…
— ○ ⏳ — — — — — —
68628
dylangroos
An MCP server that provides weather alerts and forecasts for US locations using…
— ○ ⏳ — — — — — —
68629
nfshanq
MCP Invoice Claim
A Python MCP server for invoice and receipt processing that uses OCR technology…
— ○ ⏳ — N/A N/A — 95 —
68630
morrain
Enables scraping Zhihu webpages, getting hot questions, and publishing answers …
— ○ ⏳ — — — — 81 —
68631 — ○ ⏳ — N/A N/A — 95 —
68632
bildow
demipass Claim
Credential custody for agents: use secrets blind (ssh/http/smtp/git/db), never …
— ○ ⏳ — N/A N/A — — —
68633
aiDotEngineer
MCP server for the AI Engineer Conference 2025, enabling talk submissions and c…
— ○ ⏳ — N/A N/A — — —
68634
perlahm0404
Multi-platform blog publishing tool that enables users to save, schedule, and p…
— ○ ⏳ — — — — — —
68635
Joshlucpoll
moxie-mcp Claim
A remote MCP server for the Moxie Public API, deployable to Cloudflare Workers.…
— ○ ⏳ — — — — — —
68636
RichMarin19
Enables AI assistants to interact with GoHighLevel's CRM, marketing automation,…
— ○ ⏳ — — — — — —
68637
jfarcand
Control a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, t…
— ○ ⏳ — N/A N/A — 95 —
68638
MananSingh2001
figma-react Claim 1
An MCP server that converts Figma designs into React code.
— ○ ⏳ — N/A N/A — 95 —
68639
benzatkulak-collab
Social Perks Claim
Agent-native marketing platform: create campaigns, submit proofs, review submis…
— ○ ⏳ — — — — — —
68640
NoobyNull
A comprehensive production-ready MCP server with AI integration, plugin managem…
— ○ ⏳ — — — — 81 —
68641
kholodihor
Enables AI assistants to create, manage, and track projects with associated tod…
— ○ ⏳ — — — — — —
68642
AppiumTestDistribution
Provides resources and tools for generating Appium mobile gesture code (tap, sw…
— ○ ⏳ — — — — — —
68643
bmordue
Enables users to process large datasets record by record, supporting JSON Lines…
— ○ ⏳ — N/A N/A — — —
68644
bch1212
pubrecords Claim
US public-records intelligence for AI agents — companies, SEC, courts, spending…
— ○ ⏳ — — — — — —
68645
junter1989k-ai
Oman payments for AI agents — cards / Apple Pay via Tap Payments. Never holds f…
— ○ ⏳ — — — — — —
68646
lazymac2x
agent-memory Claim
Cloudflare Workers MCP server: agent-memory
— ○ ⏳ — — — — — —
68647
marioToribi0
Automatically generates Postman collections from code directories by analyzing …
— ○ ⏳ — N/A N/A — — —
68648
kreativwiz1
Converts Ghana Post GPS addresses into detailed location information including …
— ○ ⏳ — — — — — —
68649
nomnaviet
Chữ Nôm lookup, search and Vietnamese ↔ Nôm conversion, incl. 2,422 unmapped PU…
— ○ ⏳ — — — — — —
68650
Heretek-RE
re-frida Claim
MCP server that wraps the Frida dynamic instrumentation toolkit, allowing users…
— ○ ⏳ — N/A N/A — — —
Showing 68601–68650 of 68948 servers