MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29734
Scored
2112
Verified
16952
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49101
answerrocket
Connects AI assistants to AnswerRocket's Max AI platform, enabling access to Ma…
49102
patwalls
pulse-mcp Claim
Free MCP server for fetching social media metrics (views, likes, comments) from…
49103
tuanknguyen
Enables interacting with Amazon Redshift databases through SQL queries, schema …
49104
irahulstomar
brain-mcp Claim
A private, local AI second brain for Markdown notes, providing hybrid search an…
N/A N/A
49105
jcmach01
Enables Claude to generate AI videos using ViewMax Studio's video generation to…
49106
puran-water
Enables language-model agents to create, modify, analyze, and persist process-e…
N/A N/A
49107
myraffy
homelab-mcp Claim
Enables management of homelab infrastructure, including Docker/Podman container…
N/A N/A
49108
SMOrchestra-ai
contabo-mcp Claim
Enables full operational control over Contabo VPS/VDS infrastructure through na…
49109
CronusL-1141
AI Team OS Claim
Turns Claude Code into a self-driving AI company with autonomous CEO, agent tea…
N/A N/A
49110
CSOAI-ORG
quiz-generator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
49111
syokiel
Enables AI agents to query Microsoft Copilot Studio telemetry and governance da…
49112 N/A N/A 95
49113
Chrisp671
An Obsidian plugin that provides embedded AI agent terminals and an MCP server …
N/A N/A
49114
Greg-Swiftomatic
Substack MCP Claim 1
An MCP server that enables AI assistants like Claude to interact with Substack …
81
49115
Fibi66
Enables AI assistants to automatically analyze GitHub repositories and set up d…
81
49116
Peterl561
A read-only interface for querying InstantDB that dynamically loads schemas and…
81
49117
vmanoilov
think Claim
N/A N/A 95
49118
Dissimilis
DirForge Claim
Read-only directory listing web app with a built-in MCP server: directory brows…
N/A N/A
49119
dodopayments
Official Dodo Payments MCP servers — `dodopayments-api` for live payments, subs…
49120
AuthSoftware-development
Freepik MCP Claim
Enables AI assistants to search, download, and generate visual content using Fr…
49121
r266-tech
wechat-cli Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
N/A N/A
49122
atnguyen143
Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
81
49123
BradMorphsters
Enables AI assistants to query and analyze local personal finance data from Tus…
N/A N/A
49124
clihub Claim 1
Convert any CLI binary to an MCP server via `ch mcp wrap`; discover CLI tools &…
N/A N/A 81
49125
protae5544
nextjsui9 Claim
N/A N/A 95
49126
khawjaahmad
A basic example of deploying a serverless Model Context Protocol (MCP) server u…
N/A N/A 95
49127
rhein1
Capability router for autonomous agents. 12 MCP tools for discovery, registrati…
81
49128
SerifeusStudio
threlte-mcp Claim
An MCP server for inspecting and manipulating Three.js/Threlte scenes in real-t…
N/A N/A
49129
debian777
KAIROS MCP Claim
Enables AI agents to store and execute reusable protocol chains with persistent…
49130
zhu1090093659
deepseek-pp Claim
为 DeepSeek 网页版注入类原生工具调用、MCP/Shell 工具、长期记忆、Skill、Agent式持续执行和定时自动化任务
N/A N/A
49131
srishtivverma
aistuff Claim
N/A N/A 95
49132
thomasjerard
Enables natural language queries to PostgreSQL by converting questions to SQL u…
N/A N/A
49133
Agent-Pattern-Labs
geometra Claim
Enables AI agents to interact with UIs via semantic geometry, filling forms and…
49134
MicaelJarniac
gong-mcp Claim
MCP server for interacting with Gong's sales engagement platform, enabling acce…
N/A N/A
49135
GetSensr-io
Connects Sensor Bio wearable data to AI assistants via the Model Context Protoc…
49136
eemredemirci
Enables management of GitHub issues, milestones, projects, and labels for a sin…
N/A N/A
49137
schwarztim
Enables AI agents to file taxes through FreeTaxUSA by automating a browser, all…
N/A N/A
49138
ajramos
Comprehensive MCP server for Google Workspace with complete Gmail API coverage …
49139
axel-belfort
Webhook testing API for AI agents. Send POST/PUT/PATCH/DELETE requests to any e…
81
49140
vinaybhosle
Ocean container shipping intelligence for AI agents — D\&D tariffs, freight rat…
49141
UnCooe
Enables AI agents to investigate backend incidents by executing runbooks that g…
49142
siddiquesahabaj
CoordMCP Claim
A coordination server that enables multiple AI coding agents to work together o…
N/A N/A
49143
dorialn68
Enables AI-powered 3D content creation in Blender through natural language, inc…
N/A N/A
49144
aramai-schematica
CoreModels MCP Server provides 16 tools for AI agents to manage graph-based dat…
49145
wanghuan9
SkillDock is a skill manager and MCP manager for installing, viewing, updating,…
N/A N/A
49146
Voxos-ai-Inc
Enables AI assistants to coordinate with teammates and agents via Clink, suppor…
49147
charliehzm
medharness Claim
Harness Engineering for Medical AI Coding · HIPAA + PIPL compliant · 12-step SO…
N/A N/A
49148
dynamicendpoints
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
N/A N/A 95
49149
yoelbassin
gnuradioMCP Claim 1
An MCP server for GNU Radio that enables LLMs to autonomously create and modify…
N/A N/A 95
49150
@damianlevy1987-prog
test Claim
N/A N/A 95
Showing 49101–49150 of 50103 servers
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