MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32351
Scored
2112
Verified
16953
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64151
AI-powered meeting scheduling with intelligent auto-scheduling for Claude and A…
N/A N/A 69
64152
AliKarami
MikroMCP Claim
MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and r…
N/A N/A
64153
context-you-keep
Enables AI-native task management using plain markdown files to create, update,…
81
64154
IsaiahDupree
notesbridge Claim
Search, read, and write your Apple Notes from ChatGPT/Claude via a local Mac ag…
64155
Elmoaid
TempoGraph Claim
Code graph context engine with 24 MCP tools. 170+ languages via tree-sitter.
N/A N/A 95
64156
CKINGKEIZER
An MCP server that automates extraction of structured financial data from inves…
N/A N/A 95
64157
axel-belfort
Base chain DeFi yield API for AI agents. Top yield opportunities on Base L2: Ae…
81
64158
fDiosc
BugCatcher Claim
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
N/A N/A 95
64159
AceDataCloud
MCP server for web extraction and rendering via AceDataCloud WebExtrator
64160
ENtiemEN
Demonstration MCP server for Claude Team integration, enabling querying of samp…
64161
PattrickChenforclaudeuse
Mythsensus Claim
One Cosmic Score from 26 divination systems (BaZi, Vedic, Western...) for a bir…
64162
Xiaochengzi2048
An MCP server for searching and downloading books from Library Genesis, support…
N/A N/A
64163
RookiAi
Provides a tool for searching through YCombinator tweets using natural language…
64164
jfarcand
Control a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, t…
N/A N/A 95
64165
hydavinci
Generate UML class diagrams from C++ source code by analyzing class structures,…
N/A N/A 95
64166
asyntheticai
Asynthetic Claim
An MCP server that gives AI coding agents verified migration maps: exactly what…
64167
MartinCeska
suitest-docs Claim
Enables searching and retrieving pages from the Suitest documentation via full-…
N/A N/A
64168
clipkit-video
clipkit Claim
MCP server for Clipkit — gives AI agents a video toolbox via the Clipkit schema.
64169
trevorquinn
MCP server that exposes tools for monitoring supply chain disruptions, includin…
N/A N/A
64170
yafldev
mcp Claim 1
Agent-first E2EE file transfer over MCP: move files between machines in one too…
N/A N/A 69
64171
YohadH
Thrift Claim
Cost-first memory layer for MCP-capable agents that stores memories cheaply and…
N/A N/A
64172
Devparihar5
A comprehensive MCP server for Atlassian Jira that enables AI assistants to man…
64173
AlirezaFakari
MCP server that exposes a read-only knowledge base of verified math lecture mat…
N/A N/A
64174
ChangooLee
MCP OpenDART Claim
Enables AI assistants to access South Korea's financial disclosure system (Open…
81
64175
KDF25
Enables AI agents to analyze and scaffold React/Next.js applications enforcing …
64176
cannavis
Enables full-text search of macOS iMessages including link preview metadata. Wo…
N/A N/A
64177
Licinexus
mcp Claim
Brazilian public procurement (PNCP) and Federal Revenue CNPJ data — 16 tools, 4…
N/A N/A
64178
yothunder
Enables browsing and preparing study materials from local documents (PDF, Markd…
N/A N/A
64179
vianel
Enables semantic search over knowledge-base articles and listing of sample supp…
N/A N/A
64180 N/A N/A 95
64181
rivka-git
Enables fetching weather forecasts for Israeli cities via browser automation wi…
N/A N/A
64182
MakiDevelop
Enables AI agents to monitor and debug browser runtime errors, console logs, an…
N/A N/A
64183
hwalde
An MCP server for generating and editing images using Google Gemini Imagen via …
N/A N/A
64184
Drahoxx
Execute Python code via subprocess with timeout and error handling, returning s…
N/A N/A
64185
Batonec
Enables personal AI-driven portfolio analysis and management for Tinkoff Invest…
64186
lukew0824
plaid-mcp Claim
Self-hosted MCP server enabling Claude to query bank accounts, balances, and tr…
64187
tamlut-modnys
Enables Claude to interact with Telegram, including listing chats, reading mess…
64188
Spacemandomains
Search and browse every MCP server in the Model Context Protocol registry.
64189 N/A N/A 95
64190
mjmarrazzo
Spectacle Claim
An MCP server that lets Claude query, search, and explore OpenAPI specification…
N/A N/A
64191
samdomainerplus-szw0
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
81
64192
hareramray
simple-mcp Claim
A minimal MCP server providing basic tools for arithmetic, text echoing, and ti…
64193
wgarrido
MCP Browser Claim
MCP server that lets AI assistants browse the web through your real Chrome with…
N/A N/A
64194
damankaur-dev
Openlaw MCP Claim
OpenLawMCP is an open-source legal AI research tool built to make AI-assisted l…
64195
nhattan-dev
A cloud backend for a voice assistant that processes natural language commands,…
64196
qiobn
arcpro-mcp Claim
Enables natural language control of live ArcGIS Pro sessions through the Model …
N/A N/A
64197
jean-johnson-zwix
arm-code-mcp Claim
MCP server for Arm64 Linux performance: parse perf output, suggest NEON intrins…
N/A N/A
64198
Willbrownfield007
kickserv-mcp Claim
MCP server for Kickserv field service management that enables AI agents to read…
64199
AppFreeticket
Exposes FreeTicket's B2B domain (events, sales, tickets, etc.) as tools for MCP…
64200
WRG-11
Sigma detection rule writing, validation, and conversion (Splunk/Elastic/Kibana…
Showing 64151–64200 of 67291 servers