MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 7 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48451
clikader
An MCP server for BitBucket Cloud operations that enables AI agents to manage r…
— ○ ⏳ — — — — — —
48452
daviiferrer
Exposes the catalog of Supermercados Kawakami (Paraguaçu Paulista/SP) as tools …
— ○ ⏳ — — — — — —
48453
wlkr73
An MCP server that enables Claude Code to access Auth0-protected APIs by handli…
— ○ ⏳ — — — — 81 —
48454
codingriver
upilot Claim
Unity Editor automation bridge for AI agents and MCP clients, enabling inspecti…
— ○ ⏳ — N/A N/A — — —
48455
sla10132000
mcpscope Claim
A simple local MCP server that provides greeting and integer addition tools.
— ○ ⏳ — N/A N/A — — —
48456
Flagsmith
Flagsmith Claim
MCP server for Flagsmith's Core and SDK APIs, enabling management of feature fl…
— ○ ⏳ — N/A N/A — — —
48457
quocvibui
Rhino MCP Claim
Enables AI-powered 3D modeling in Rhino 8 through 135+ tools for geometry, tran…
— ○ ⏳ — N/A N/A — — —
48458
wyre-technology
avanan-mcp Claim
MCP server for Checkpoint Harmony Email & Collaboration (Avanan). Enables AI as…
— ○ ⏳ — — — — — —
48459
RFH-PDTest
An MCP router that connects to multiple PagerDuty sandbox environments for test…
— ○ ⏳ — N/A N/A — — —
48460
hith3sh
ClawLink Claim
MCP server connecting AI agents to 100+ apps (Gmail, Slack, Notion, GitHub) via…
— ○ ⏳ — — — — — —
48461
girlmoony
ai-trends Claim
Provides access to the latest AI trends by querying Google News RSS and Hacker …
— ○ ⏳ — — — — — —
48462
jpcors
Enables control of Ring home security devices, including doorbells, cameras, li…
— ○ ⏳ — N/A N/A — — —
48463
chenqizhi1
Provides visual recognition and PTZ camera control for DIY MOSS (ESP32) smart a…
— ○ ⏳ — N/A N/A — — —
48464
tan-yong-sheng
MCP server for Mistral AI providing OCR, TTS, and STT capabilities via Voxtral.
— ○ ⏳ — N/A N/A — — —
48465
LogicStamp
MCP server that provides AI assistants with structured access to codebases via …
— ○ ⏳ — N/A N/A — — —
48466
royhcj
Enables AI coding agents to request user input through customizable desktop for…
— ○ ⏳ — N/A N/A — — —
48467
jahangeershaik997-dev
Enables natural language trading on Zerodha via Claude, providing tools for mar…
— ○ ⏳ — N/A N/A — — —
48468
pipeworx-io
Enables searching and retrieving records from the Europeana digital collection,…
— ○ ⏳ — — — — — —
48469
lxol
Turns a coding agent into a language tutor grounded in your LingoChunk listenin…
— ○ ⏳ — — — — — —
48470
nemesiscodex
Pulse Claim
Pulse is a terminal-based task manager that integrates with AI agents via MCP, …
— ○ ⏳ — N/A N/A — — —
48471
TesseraeVentures
Enables AI assistants to audit, migrate, scaffold, and manage TON smart contrac…
— ○ ⏳ — N/A N/A — — —
48472
hawk20605
deckbase Claim
Turn any study material into flashcards by chatting with AI. Paste notes, URLs,…
— ○ ⏳ — — — — 81 —
48473
elliot-evno
DDG MCP3 Claim
A basic MCP server with example tools including message echoing and server info…
— ○ ⏳ — N/A N/A — 95 —
48474
dylangroos
An MCP server that provides weather alerts and forecasts for US locations using…
— ○ ⏳ — — — — — —
48475
ccpopy
codesign-mcp Claim
Local MCP server for Tencent CoDesign sharing links, exposing artboards, layer …
— ○ ⏳ — N/A N/A — — —
48476
9kubczas4
A minimal MCP server that exposes a 'say_hello' tool and serves an Angular UI a…
— ○ ⏳ — — — — — —
48477
Biaogo94
Converts civil time to true solar time and audits whether civil and solar times…
— ○ ⏳ — — — — — —
48478
PortfolioKB
A content fetcher that sanitizes, size-caps, and caches fetched content, protec…
— ○ ⏳ — — — — — —
48479
speakeasy-api
mcp Claim
Model Context Protocol (MCP) Server for the mcp API.
— ○ ⏳ — — — — — —
48480
rosecat2359
A versatile MCP server that adds vision capabilities (image analysis, OCR, imag…
— ○ ⏳ — — — — — —
48481
asaotomo
FofaMap Claim
A MCP-enabled asset mapping and vulnerability scanning agent with AI self-refle…
— ○ ⏳ — N/A N/A — — —
48482
ALPHAbilal
journey-log Claim
This MCP server integrates with Journey Log to automatically document developme…
— ○ ⏳ — N/A N/A — — —
48483
git-quick-stats
Exposes git-quick-stats commands as MCP tools to analyze git repositories via n…
— ○ ⏳ — N/A N/A — — —
48484 — ○ ⏳ — N/A N/A — 95 —
48485
entroute
entroute Claim
Enables web search for AI agents with pay-per-search in USDC, no API keys neede…
— ○ ⏳ — — — — — —
48486
tanmaysama
MCP server that filters Kubernetes warning/failure events and presents them to …
— ○ ⏳ — — — — 81 —
48487
fkesheh
A hub for creating and managing AI agents that connect to MCP-compatible client…
— ○ ⏳ — — — — — —
48488
zenoengine
Enables building MSBuild projects and solutions by dynamically locating MSBuild…
— ○ ⏳ — N/A N/A — — —
48489
ellenfel
A basic Python implementation of a Model Context Protocol server for educationa…
— ○ ⏳ — — — — — —
48490
Joshlucpoll
moxie-mcp Claim
A remote MCP server for the Moxie Public API, deployable to Cloudflare Workers.…
— ○ ⏳ — — — — — —
48491
xiaoshi7915
A versatile MCP server that connects to multiple relational databases (MySQL, P…
— ○ ⏳ — N/A N/A — — —
48492
wangdiandao
A Godot 4 MCP server for AI-assisted project inspection, editing, validation, a…
— ○ ⏳ — N/A N/A — — —
48493
RichMarin19
Enables AI assistants to interact with GoHighLevel's CRM, marketing automation,…
— ○ ⏳ — — — — — —
48494
ForgeHQ-Agents
Enables reading Apple App Store customer reviews, publishing developer response…
— ○ ⏳ — — — — — —
48495
blueprintstudioco
Provides access to 50+ battle-tested home service business strategies for prici…
— ○ ⏳ — N/A N/A — — —
48496
urbantz-logistics
Provides access to Nuclino content through structured search and retrieval tool…
— ○ ⏳ — — — — — —
48497
Rixmerz
proxy-mcp Claim
Universal MCP proxy server that discovers, searches, and executes tools across …
— ○ ⏳ — N/A N/A — — —
48498
isakskogstad
Enables searching and retrieving detailed information about Swedish companies, …
— ○ ⏳ — — — — 81 —
48499
ooooshino
Read-only MCP server for Jenkins CI, enabling AI agents to securely query job/b…
— ○ ⏳ — N/A N/A — — —
48500
lightning-faucet
Give your AI agent a Bitcoin wallet. Send and receive Lightning payments, check…
— ○ ⏳ — N/A N/A — 95 —
Showing 48451–48500 of 69224 servers
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