MCP Server Quality Scores

Independent quality analysis of 66291 public MCP servers

66291
Discovered
31695
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66151
mundizzle
mundigital Claim
Exposes a public, read-only professional profile with tools to search resume ev…
66152
Bigred97
abs-mcp Claim
Query the ABS in plain English — CPI, labour force, building approvals, migrati…
N/A N/A
66153
junter1989k-ai
Ireland payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
66154
ZureJack
A modular Python MCP server providing tools for text echoing, system informatio…
N/A N/A
66155
Golden0Voyager
A lightweight Garmin Model Context Protocol server with 12 curated endpoints fo…
N/A N/A 95
66156
DiegoBr4nd
Servidor MCP que permite ejecutar tests de Godot con GUT desde cualquier IA
N/A N/A
66157
keboola
interact with Keboola Connection Data Platform. This server provides tools for …
N/A N/A 95
66158
Book Metadata Claim 1
Search Google Books and Open Library for book metadata, covers, and publication…
N/A N/A 81
66159
santoshshinde2012
Framesleuth Claim
Local bug-reproduction video analysis tool that processes bug recordings frame-…
N/A N/A
66160
Spider-Chat
Access your Spider Chat flows, memories, and facts from Claude Desktop with fas…
66161
AltriaPendragon49
Provides protein family, domain, and functional annotation using InterProScan, …
66162
muslus
BioCite-MCP Claim
BioCite-MCP enables LLMs to retrieve verified academic literature metadata, cit…
66163
LogicMem
Provides persistent memory, reasoning, agent-to-agent sharing, and immutable au…
66164
wudongjie
MCP server that calculates work hours, overtime, and gross pay from clock in/ou…
N/A N/A
66165
hjongc
A server for Korean lease and moving safety guidance using official public data…
66166
SVerITG
Metis Claim
A private, local research "second brain" for Claude: project-aware memory, cite…
N/A N/A
66167
gaowanlong
A TypeScript-based MCP server that automatically generates structured technical…
N/A N/A
66168
Kynlos
Enables taking screenshots of the entire desktop or specific windows, with auto…
N/A N/A
66169
tosettil-polimi
MCP server that exposes the Vikey API for reservation management, property list…
66170
ACAne0320
基于高德地图API的中国城市天气查询MCP服务,支持实时天气和未来几天天气预报查询。
66171
Samagra001
graphdb Claim
Indexes Ruby on Rails codebases into a queryable graph of associations, routes,…
N/A N/A
66172
blw10210
Enables sending emails via the Resend API from Claude, with tools for sending, …
66173
JXUE0
Professional MCP server for video editing automation with OpenCut.
N/A N/A
66174
NcrMancer
Concisr Claim
Token compression for AI contexts, reducing token consumption by compressing co…
66175
Alby2007
PLTM-Claude Claim
An MCP server that gives Claude Desktop persistent memory, self-awareness, epis…
N/A N/A
66176
axel-belfort
Trust scoring API for AI agents. Evaluate the trustworthiness of any domain, UR…
81
66177
kevinrobberts
TestMCP Claim
A Python MCP server that provides a tool called addNumbers for mathematical ope…
N/A N/A 95
66178
ovokpus
An MCP server with LangGraph agent integration that enables AI agents to use cu…
66179
capwitf
Connects Baidu Netdisk to MCP-compatible AI clients, enabling AI to safely read…
N/A N/A
66180
jeevestheagent
MCP server for RevenueCat that lets AI agents query subscriber data, check enti…
N/A N/A
66181
upa
Enables LLMs to interact with network devices via SSH (netmiko), allowing comma…
66182
TronLink
Enables AI agents to interact with the TRON blockchain through browser automati…
N/A N/A
66183
NumericalPie
A forkable RAG project with an MCP server for VS Code/Copilot, enabling indexin…
N/A N/A
66184
janschachtschabel
MCP server for WirLernenOnline.de that enables searching and retrieving educati…
66185
freyzo
npc Claim
A browser automation MCP server that lets your IDE control your real browser (C…
N/A N/A 95
66186
zenitsu0509
A custom MCP server that enables AI assistants to perform comprehensive researc…
N/A N/A
66187
oujiafan
mcp-mijia Claim
Enables AI assistants to control Xiaomi Mi Home smart devices through natural l…
N/A N/A
66188
ekakit
Production-ready MCP server implementations for creative applications, enabling…
N/A N/A
66189
hanshs474
kavel-mcp Claim
Discover Kavel's AI photo/video generators, get tuned prompts, and open the rig…
N/A N/A
66190
vibhasdutta
context-mcp Claim
Provides persistent memory and a codebase knowledge graph for AI coding assista…
N/A N/A
66191
B4N1-com
B4n1Web Claim
Ultra-lightweight browser engine for AI agents. 33 MCP tools, 4 SDKs, cross-pla…
N/A N/A
66192
uwmyuan
Enables LLM clients to access scheduling data, KPIs, routes, and trigger optimi…
N/A N/A
66193
mcp Claim 2
Wontopos (WOS) long-term memory (beta) - one memory across Claude Code, Cursor,…
N/A N/A 69
66194
asaotomo
FofaMap Claim
A MCP-enabled asset mapping and vulnerability scanning agent with AI self-refle…
N/A N/A
66195
MCPmed
geo-mcp Claim
Enables searching and downloading Gene Expression Omnibus (GEO) data from NCBI,…
81
66196
markswendsen-code
mcp-geico Claim
An MCP server that enables AI agents to interact with GEICO insurance services,…
N/A N/A
66197
sultanlive
VibeSEO Claim
SEO research, audits, backlinks, GSC, and content workflow tools for AI agents.
66198
apiccelli
Integrates Brewteco APIs with AI assistants, enabling natural language queries …
N/A N/A 95
66199
Thethirdone3
A demonstration MCP server that exposes a mock merchant catalog with tools for …
N/A N/A
66200
rubber25ba
Search local file contents recursively with keyword matching
N/A N/A 95
Showing 66151–66200 of 66291 servers