MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29449
Scored
2111
Verified
16952
Complete

Last updated 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39601
iimsaurav
An MCP server that exposes 41 Azure DevOps tools to AI assistants, enabling man…
39602
Gorav22
BlenderMCP Claim
Connects Blender to Claude AI and Cursor via MCP, enabling 3D modeling and scen…
N/A N/A
39603 N/A N/A 95
39604
kintone
Official MCP server for kintone, enabling AI assistants to manage kintone apps,…
39605
wpwriter
wpwriter Claim
AI-powered WordPress content management. Generate posts, images, manage SEO, au…
81
39606
AIWerk
Read-only access to Wise (TransferWise) personal API for profiles, balances, ex…
39607
slopweaver
slopweaver Claim
A local-first MCP server that helps Claude Code prioritize your work by searchi…
N/A N/A
39608
mmaun
sales-agent Claim
Multi-agent sales email generation server that creates, evaluates, and sends pe…
39609
vaporif
Enables AI assistants to search videos, read channels, browse playlists, fetch …
39610
henrikogaard
A local-first MCP server for tracking beer releases on Vinmonopolet, enabling u…
N/A N/A
39611
askui
IDB-MCP Claim
MCP server to control iOS simulators for automation, enabling device management…
N/A N/A
39612
YothisisTroy
Filesys Claim
A Filesystem MCP server that allows an LLM to read and list files from a specif…
N/A N/A 95
39613
found402
Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
81
39614
riccardovietri
A physics engine for liquid-cooled GPU systems, exposed as an AI-callable MCP s…
39615
feifeigood
MCP server for E2B code sandbox, enabling creation, management, and execution o…
39616
ccampora
Enables D365 F\&O development including object creation, modification, deletion…
N/A N/A
39617
botmonster
An MCP server that converts raster images (PNG, JPG, WEBP) to scalable SVG vect…
39618
kevinLiJ
An MCP server that enables fetching YApi interface details via a tool, allowing…
39619
socfortress
Enables natural language interaction with Velociraptor DFIR through MCP, allowi…
39620
context-you-keep
Enables AI-native task management using plain markdown files to create, update,…
81
39621
universal-mcp
Provides a standardized interface for interacting with Contentful's tools and s…
39622
jlavoieca
An MCP server protected by Cloudflare Access, validating JWTs to conditionally …
39623
stevebutterworth
changeflow Claim
AI-powered web monitoring. Track any website, get structured change intelligenc…
N/A N/A 83
39624
zephyrgoose
A minimal MCP server example that provides basic utility tools including text e…
N/A N/A 95
39625
jallen
eurorack Claim
Citation-anchored Eurorack module reference: specs, compatibility, and patch te…
39626
malkreide
srgssr-mcp Claim
MCP server connecting AI models to SRG SSR public APIs – weather, TV/radio meta…
39627
swamy.fwd
av1 Claim
N/A N/A 95
39628
zfy465914233
Lore Agent Claim
A self-improving knowledge agent that provides local retrieval, web research, a…
81
39629
devndesigner6
unsubly Claim
MCP server with 12 tools enabling AI agents (Claude, ChatGPT) to manage Algoran…
39630
zafety-vibin
Grimoire Claim
Manage TTRPG campaigns: NPCs, locations, factions, quests, sessions, lore, and …
39631
teamsincetoday
Extract shoppable products from newsletter content with affiliate signals.
N/A N/A 75
39632
chayasin
Enables AI assistants to interact with PostgreSQL databases through query execu…
N/A N/A 95
39633
priyanshum143
mcp-ffmpeg Claim
A job queue-based FFmpeg wrapper enabling AI assistants to perform video proces…
N/A N/A
39634
harshil1502
A type-safe MCP server that enables AI agents to control TradingView Desktop vi…
N/A N/A
39635
sevalla-templates
A demonstration server implementing the Model Context Protocol with Server-Sent…
39636
floriangrousset
OPNsense MCP Server
81
39637
openmost
Enables AI models to interact with Matomo analytics through a complete MCP serv…
N/A N/A 95
39638
akshayrawat
Enables users to connect their Reflect account to MCP-compatible clients to man…
81
39639
pralayasimha23
simhameta Claim
N/A N/A 95
39640
Michelangelo-Z
Enterprise-safe agentic AI design doctrine. Read-only MCP, UK/EU residency, zer…
39641
FO Semantic MCP Claim 1
Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes…
N/A N/A 81
39642
La0bALanG
Enables solving math, physics, chemistry and other subject problems from images…
39643
xiaobenyang-com
bingcn Claim
使用必应搜索快速发现相关网页。获取完整网页内容以便深入分析与引用。加速调研、整理与引用流程。
N/A N/A 95
39644
Cropgraph
cropgraph Claim
CropGraph MCP. Crops, companions, pests, rotation, soil, GDD, pest intelligence.
N/A N/A
39645
axel-belfort
Cryptographic hash generation API for AI agents. Generate MD5, SHA1, SHA256, SH…
N/A N/A 95
39646
ibarcarty
An MCP server for managing Google Drive, Docs, Sheets, and Slides with full rea…
39647
AdityaRapid
Manage Strapi content and media from one place. Browse content types and compon…
N/A N/A 95
39648
octodamusai
Real-time market Oracle signals, Fear & Greed, Polymarket edge plays, BTC trend…
81
39649
bibiibjorn-Finvision
Enables Claude AI to analyze Power BI Desktop models with comprehensive capabil…
N/A N/A 95
39650
kjazz888
kkkkkk Claim
N/A N/A 95
Showing 39601–39650 of 43365 servers
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