MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50301
wgthomas
putty-mcp Claim
Exposes the full PuTTY suite (SSH, SCP, SFTP, serial, key management) as 30 MCP…
N/A N/A
50302
Gaivoronsky
huntflow-mcp Claim
MCP server for HuntFlow ATS API v2, providing tools to manage vacancies, candid…
50303
MrSolution07
Advisory MCP server for intelligent LLM model recommendations in Cursor. Provid…
N/A N/A
50304
ehm-93
pixel-mcp Claim
Enables LLMs to create and edit pixel art reliably with support for layers, fra…
N/A N/A
50305
jasondk
Errol-Mail Claim
An MCP server that gives AI assistants comprehensive access to Apple Mail accou…
N/A N/A
50306
edwiin1688
Enables Claude to query weather information for a specified area using the Open…
N/A N/A
50307
LMol-4
A lightweight MCP server that lets agents send alerts across multiple channels …
50308
Shloimy15e
Connect Claude Desktop to WhatsApp. Send & receive messages, manage groups, sha…
N/A N/A
50309
gridmint
mcp-whatsapp Claim
MCP server that connects AI agents to WhatsApp using the multi-device API, enab…
N/A N/A
50310
AnanseLabs-Org
Enables AI agents to interact with the BulkClix platform for SMS, OTP, airtime,…
50311
cbuntingde
A stateful MCP server that provides persistent memory, deterministic static ana…
N/A N/A
50312
hesreallyhim
A minimal MCP test server for validating initial client/server setup, offering …
N/A N/A
50313
ppspps824
MCP server for accessing Claude Code plugins. Enables retrieving plugin lists a…
N/A N/A
50314
smallest-inc
MCP server for the Smallest AI platform that enables managing AI voice agents, …
50315
best-doctor
Enables reading, creating, updating, and appending content to Yandex Wiki pages…
50316
IamCatoBot
A domain-agnostic MCP server for autonomous experimentation, generalizing Karpa…
N/A N/A
50317
rbmuller
scherlok Claim
Zero-config data quality monitoring across Postgres, BigQuery, Snowflake, MySQL…
N/A N/A
50318
kodey-ai
mapwise-mcp Claim
Send friendly, personalized greetings on demand. Generate quick salutations wit…
N/A N/A 95
50319
WilsonWordsofWisdom
MCP server for GovTech's Transcribe speech-to-text service, enabling audio uplo…
50320
soapboxbuild
An MCP server that wraps the EPA ENERGY STAR Portfolio Manager REST API, enabli…
50321
xixfaces
Enables agents to interact with a running Roblox game client, execute Lua code,…
N/A N/A
50322
anomalous3
macbot-mcp Claim
Enables AI agents to control macOS applications through the Accessibility API, …
N/A N/A
50323
thejens
Serve a pydantic-ai toolset as an MCP server, enabling reuse of tools across ag…
50324
pipeworx-io
College Scorecard MCP — US Department of Education College Scorecard API
50325
ygtec
cut.skill Claim
Enables AI agents to control video editing software (剪映/CapCut and Adobe Premie…
N/A N/A
50326
wenkil
MCP server for code review using OpenRouter API. Supports local code review via…
N/A N/A
50327
malkreide
bag-epl-mcp Claim
Enables natural language queries about Swiss mandatory health insurance coverag…
50328
oangelo
MCP server for managing Homebox inventory via AI assistants, enabling item mana…
50329 N/A N/A 95
50330
tuantqse90
moltnode-mcp Claim
Enables MCP clients to interact with over 31 blockchain chains through the Molt…
50331
Paviyarasanmani
A custom MCP server that gives Claude full Gmail control — send directly, read,…
N/A N/A
50332
liliangshan
A Model Context Protocol (MCP) server for executing git push operations with fl…
N/A N/A
50333
YupegLV
Asynchronous image generation MCP server that submits prompts and automatically…
N/A N/A
50334
SpringDamon
MCP server enabling AI assistants to connect and query Dameng DM8 databases via…
50335
halismertkir
Search and explore academic profiles from YÖK Akademik. Retrieve structured pro…
N/A N/A 95
50336
terrychahn
An MCP server that leverages Google Antigravity SDK and Gemini Enterprise Agent…
50337
4DA-Systems
Dependency intelligence for AI agents. CVE scanning, health checks, upgrade pla…
N/A N/A
50338
yilmazali325
mcpauth Claim
Drop-in OAuth 2.1 + Dynamic Client Registration for MCP servers, providing auth…
50339
Aminetwiti
mcpgrowcrm2 Claim
N/A N/A 95
50340
trasmouss
https://kese.online — WhatsApp ve Telegram üzerinden fiş/fatura fotoğrafı gönde…
81
50341
maskelog
MGC_MCP Claim
Enables querying Mega MGC Coffee store locations, menu items, and real-time sto…
50342
wealthi-ai
Read-only MCP server providing Wealthi's AI Coach with scoped access to student…
50343
tabaldi98
bunge-ds-mcp Claim
MCP server that exposes the @bunge/ds-components design system catalog, allowin…
N/A N/A
50344
helderpgoncalves
An MCP server that lets an AI assistant read your pre-installed macOS Apple Sto…
N/A N/A
50345
sofya-co
sofya-mcp Claim
Web tools for AI agents through the Sofya API. Search the web for full page con…
50346
Vannelier
Validates email addresses and URLs in real time using actual DNS, HTTP, and DNS…
81
50347
kasugaiii417
A minimal stateless MCP server for Cloudflare Workers that provides a greeting …
50348
marcoloco23
huddle-mcp Claim
A broker that queues agent requests (plans, questions, FYIs) and batches them b…
N/A N/A
50349
modelscope
Enables AI agents and chatbots to access ModelScope's ecosystem of AI resources…
81
50350
theYahia
Enables searching and retrieving Russian legal cases, court documents, particip…
Showing 50301–50350 of 67226 servers