MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49701
dreamrec
TDPilot Claim
An MCP server for TouchDesigner that lets AI agents inspect, build, wire, optim…
— ○ ⏳ — N/A N/A — — —
49702
ryan-greenfieldlabs
youtube Claim
— ○ ⏳ — N/A N/A — 95 —
49703
mattma87
AgenticMCP Claim
A Model Context Protocol (MCP) server that provides secure, role-based access t…
— ○ ⏳ — N/A N/A — — —
49704
Gabrielbief
suno-mcp Claim
Enables AI music generation via Suno AI, allowing users to generate tracks with…
— ○ ⏳ — N/A N/A — 95 —
49705
Saml1211
A production-ready MCP server that connects AI assistants to the D-Tools System…
— ○ ⏳ — N/A N/A — — —
49706
rstierli
Enables AI assistants to interact with FortiManager for centralized firewall po…
— ○ ⏳ — — — — — —
49707
Ziforge
phase8-mcp Claim
MCP server for the Korg Phase 8 acoustic synthesizer that enables triggering re…
— ○ ⏳ — N/A N/A — — —
49708
andreas-altamirano
An MCP server that acts as a governance proxy for AI agents, evaluating each to…
— ○ ⏳ — — — — — —
49709
Whitening-Sinabro
Enables Korean keyword niche analysis using Naver SearchAd API data for CPC, co…
— ○ ⏳ — N/A N/A — — —
49710
Tasfiul-Hedayet
mcp-checker1 Claim
— ○ ⏳ — N/A N/A — 95 —
49711
3121n
udir-mcp Claim
Norwegian school (NSR) & kindergarten (NBR) registry data from UDIR.
— ○ ⏳ — N/A N/A — — —
49712
getmasv
masv Claim
Provides tools to use MASV API. MASV is reliable and secure large file transfer…
— ○ ⏳ — N/A N/A — — —
49713
fufufukakaka
A high-precision damage calculator for Pokemon Scarlet and Violet, supporting 1…
— ○ ⏳ — N/A N/A — — —
49714
rnadjqaim
Enables security teams to run controlled adversarial penetration tests against …
— ○ ⏳ — N/A N/A — — —
49715
swatchdog-dev
validator Claim
On-demand drift checks: declared CSS color, radius, spacing & type vs your own …
— ○ ⏳ — — — — — —
49716
BabyBlackEyes2023
Enables Claude and other MCP clients to access Oura Ring data, including daily …
— ○ ⏳ — — — — — —
49717
veecle
Chiplab Claim
Run, build, and validate firmware on virtual hardware from your AI agent. Hardw…
— ○ ⏳ — — — — — —
49718
bhaktatejas922
Enables AI assistants to interact with LinkedIn for search, messaging, connecti…
— ○ ⏳ — — — — — —
49719
Ninjabeam20
sportiq-mcp Claim
MCP tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — sims, …
— ○ ⏳ — N/A N/A — — —
49720
junter1989k-ai
Lithuania payments for AI agents — cards / Apple Pay via Stripe. Never holds fu…
— ○ ⏳ — — — — — —
49721
kujirahand
Enables AI agents to send text messages and images to Discord channels via webh…
— ○ ⏳ — — — — — —
49722
ilyannn
Enables Claude Desktop to manage subscriptions, categories, currencies, payment…
— ○ ⏳ — N/A N/A — — —
49723
dennisimoo
Provides AI assistants with access to neobrutalism-styled React components, ena…
— ○ ⏳ — — — — — —
49724
chupre
Provides OCR capabilities for images and PDFs using Yandex Vision API. Supports…
— ○ ⏳ — — — — — —
49725
syaryn
mcp-jp-fts Claim
Enables Japanese full-text search on local text files using SQLite FTS5 and Sud…
— ○ ⏳ — N/A N/A — — —
49726
PiMPStudios
An MCP server that connects Claude Desktop to an interactive Claude Code sessio…
— ○ ⏳ — N/A N/A — — —
49727
Mr365truck
Enables LLMs to securely SSH into remote servers, execute commands, and manage …
— ○ ⏳ — N/A N/A — — —
49728
daveosterjr
Enables AI assistants to create, design, and send physical postcards directly t…
— ○ ⏳ — — — — 81 —
49729
aakashns
Provide comprehensive due diligence support by integrating various data sources…
— ○ ⏳ — N/A N/A — 95 —
49730
pipeworx-io
Datacite Claim
DataCite MCP — DOIs for research datasets (free, no auth)
— ○ ⏳ — — — — — —
49731
dan-0526
Aggregates GitHub, GitLab, and Figma development tools via MCP, enabling file a…
— ○ ⏳ — N/A N/A — — —
49732
supersterling
An MCP server that enables AI agents to create beautiful ASCII diagrams using U…
— ○ ⏳ — — — — — —
49733
timothybroome
Enables to manage notes and collections in Fastidious AI application through na…
— ○ ⏳ — N/A N/A — — —
49734
DustinTrap
kvm-pilot Claim
Smart hands for your AI agents - write-capable KVM+BMC+SSH MCP server: gated, v…
— ○ ⏳ — N/A N/A — — —
49735
dwhite-sys
SimpleMCP Claim
A lightweight MCP server that auto-discovers tool kits, enabling tools like SQL…
— ○ ⏳ — — — — — —
49736
RimeetMavani
Enables asking natural language weather questions; an LLM agent selects the app…
— ○ ⏳ — — — — — —
49737
jpoullet2000
Enables creation of professional PowerPoint presentations with AI-generated con…
— ○ ⏳ — N/A N/A — — —
49738
junter1989k-ai
Poland payments for AI agents — BLIK via Stripe. Never holds funds.
— ○ ⏳ — — — — — —
49739
upriver-ai
upriver Claim
Know what's gaining traction online: breakout topics in tech, sports & politics…
— ○ ⏳ — — — — — —
49740
teknoflame
Enables AI models to interact with a Mastodon account, including viewing the ho…
— ○ ⏳ — — — — — —
49741
marcus160365
Behavioral intelligence for client-facing professionals. Know who you're walkin…
— ○ ⏳ — — — — — —
49742
fanb129
本地语雀 MCP 服务器,通过浏览器登录态访问语雀,支持读取、创建和编辑文档,具有知识库白名单和只读模式等安全特性。
— ○ ⏳ — N/A N/A — 95 —
49743
renegademaster-droid
A TypeScript boilerplate for building Model Context Protocol servers using the …
— ○ ⏳ — — — — 81 —
49744
mcmurrym
Weather API tools — current, hourly, daily forecasts, and historical data.
— ○ ⏳ — N/A N/A — 83 —
49745
aarifmms
Keyblind Claim
Encrypted secrets vault for AI agents — secrets resolved at runtime, never seen…
— ○ ⏳ — N/A N/A — — —
49746
ClawCall-Dev
clawcall Claim
MCP server for ClawCall — AI-powered US phone calling.
— ○ ⏳ — N/A N/A — — —
49747
StanleyXisco
TicketAI Claim
Enables AI assistants to analyze IT support tickets, categorize urgency, sugges…
— ○ ⏳ — N/A N/A — — —
49748
qianyan
基于OpenWeatherMap API的天气查询MCP服务器,支持全球城市天气信息查询,包括温度、湿度和天气描述,并支持摄氏度和华氏度单位切换。
— ○ ⏳ — — — — — —
49749
VautlixDevelopment
Enables Claude to interact with the Vaultix Payment API for managing charges, c…
— ○ ⏳ — — — — 81 —
49750 — ○ ⏳ — N/A N/A — 95 —
Showing 49701–49750 of 69199 servers
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