MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34451
Academic peer-review, research-gap finding, journal recommender, and article wr…
N/A N/A 69
34452
neupaneprashant
Integrates Yahoo Finance data with Claude to provide real-time and historical f…
81
34453
MoshPitLabs
An MCP server that enables interaction with Linear.app's API for issue tracking…
81
34454
Catter58
mcpBPMSoft Claim
Enables natural language interaction with BPMSoft CRM by handling OData complex…
34455
hrconsultnj
A Node.js server that hosts AI agents and manages integrations with various dat…
N/A N/A 95
34456
stevehaskew
Enables querying ChurchSuite bookings, resources, ministries, and serving patte…
34457
longhz
Provides MCP tools for MiniMax Token Plan quota queries, web searches, image un…
N/A N/A
34458
tboome33
Enables MCP clients to run multi-model deliberation (Fusion) via background job…
34459
oaslananka
Production-grade MCP server for EasyEDA Pro that enables AI-assisted hardware d…
34460
burcusipahioglu
Brings on-premises Azure DevOps Server (including TFVC) to AI assistants with 4…
N/A N/A
34461
kctw-dev
Enables AI agents to directly control Figma Desktop via MCP, supporting UI crea…
N/A N/A
34462
csabakecskemeti
agent-hub Claim
A private message hub that allows multiple Claude Code instances to communicate…
N/A N/A
34463
softvoyagers
ogforge-api Claim
Free Open Graph image generator API with themes, Lucide icons, and custom layou…
81
34464
davidcai
kungfu-mcp Claim
A humorous MCP server that catalogs martial-arts factions and narrates sparring…
N/A N/A
34465
anchetadev
Estimates the environmental footprint of your AI use — energy (kWh), miles driv…
N/A N/A
34466
sunneeee
Enables AI assistants to trade Four.meme tokens on BNB Smart Chain via the Mode…
N/A N/A
34467
AankitPaudel
An AI agent system that monitors manufacturing equipment health using the Model…
N/A N/A
34468
alesdrobysh
A Model Context Protocol (MCP) server for GitLab integration, written in TypeSc…
34469
FinStudio-png
Tax comparison, DCF valuation, unit economics, P&L forecast across 8 jurisdicti…
34470
Convert PDF bank statements into transactions that arrive with a pass/fail reco…
N/A N/A 69
34471
kunny
Exposes the Google AdMob API as MCP tools for managing AdMob accounts, generati…
34472
JeonJunYeong
sample-mcp Claim
A sample MCP server built with NestJS and TypeScript, demonstrating a ping tool…
N/A N/A
34473
falcosan
SIEX Claim
Connect to Spain’s SIEX platform to retrieve farm data, register phytosanitary …
N/A N/A 95
34474
zernozerno
Secure remote MCP server for giving AI agents access to ZERNO project briefs, t…
34475
rikuson
Provides CRUD tools to manage media, tags, playlists, marks, and settings via t…
N/A N/A
34476
ryansilk
Provides natural language access to ApexVol's options analytics platform, enabl…
34477
ai-mcp-garage
Enables analysis and retrieval of JEFit workout data through natural language. …
81
34478
antonio-mello-ai
Pre-build reality check for AI coding agents — searches 5 real databases (GitHu…
34479
adrianmarin1976
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, La…
81
34480
brs077
Enables Claude to create 3D-printable CAD models using build123d, with tools fo…
N/A N/A
34481
Rubrum95
Enables Claude Code to index and semantically search through PDFs, code, and do…
N/A N/A
34482
kevin-rieck
A TypeScript MCP server that exposes OPC UA read access through server-side aut…
34483
electron-stagewright
Drive, inspect, and assert on real Electron desktop apps from an AI agent — age…
N/A N/A
34484
SamSon1402
Normalizes heterogeneous trade data (FIX, JSON, CSV) into a unified schema and …
34485
kychee-com
kysigned-mcp Claim
Enables management of e-signature envelopes — create, check status, list, send …
34486
dreamlit-ai
Dreamlit Claim
Create, test, publish, and manage Dreamlit notification workflows from AI clien…
34487
stylobridge Claim 1
Air-gapped Markdown/PDF to Word converter with brand templates and audit loggin…
N/A N/A 81
34488
VibeTensor
VibeMCP Claim
Token-optimized unified MCP server for Gmail and Microsoft 365, enabling email,…
N/A N/A
34489
shenmali
An open-source Python MCP server for AI-assisted interview preparation.
N/A N/A
34490
CodesBlobs
A local MCP server that connects to a Chrome extension to enable AI agents to c…
N/A N/A
34491 N/A N/A 95
34492
ragalgo
Get daily, noise-free market insights for Korean stocks and crypto with scored …
N/A N/A 95
34493
woosal1337
media-mcp Claim
MCP server enabling interaction with Twitter, YouTube, Instagram, and video pro…
N/A N/A
34494
CodecoolGlobal
Enables interaction with Google Workspace (Drive, Docs, Sheets, Gmail) via MCP …
N/A N/A
34495
ilovedurianhhh
ansa-mcp Claim
An MCP server that bridges MCP clients to ANSA CAE pre-processor via file IPC, …
N/A N/A
34496
ai-mcp-garage
A standardized MCP server implementation that provides AI models with dynamic t…
81
34497
11Agents
Cloud MCP for project data, analytics, research, content planning, media genera…
34498
flammafex
openzim-mcp Claim
MCP server for reading and searching ZIM archives, optimized for single-user de…
N/A N/A
34499
pouyasadri
An MCP (Model Context Protocol) server that inspects your local development env…
N/A N/A 95
34500
ApacheBin
dsadare Claim
N/A N/A 95
Showing 34451–34500 of 67181 servers
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