MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55151
HrochJiri
mcp-memory Claim
Enables MCP clients like Cursor and Claude to remember user preferences and inf…
55152
SyneHQ
Enables LLMs to interact with DuckDB databases through MCP tools for SQL querie…
N/A N/A
55153
midl-ai
Enables AI assistants to interact with the MIDL blockchain, supporting smart co…
55154
universal-mcp
Provides a standardized interface to interact with Serpapi's search engine resu…
55155
parallelixnetwork
MCP server for the ParalleliX Compute API that lets you offload parallel infere…
55156
aaddrick
Exposes VSCode's Language Server Protocol features through MCP, enabling AI ass…
N/A N/A 95
55157
Xiao-rx
Enables AI agents to natively create and edit WPS Office documents, spreadsheet…
N/A N/A
55158
the-events-calendar
Enables AI assistants to manage events, venues, organizers, and tickets on Word…
55159
yksanjo
Let AI agents interact with the WAX blockchain. Query balances, explore NFTs, t…
55160
stackblaze
cql-mcp Claim
Enables interaction with Cassandra/Scylla databases via CQL, supporting read-on…
55161
NOTTIBOY137
Demo: Server update hijack PoC (clean copy for video)
N/A N/A 95
55162
Archivarix-com
Search archived YouTube videos including deleted, private, or region-blocked co…
N/A N/A 83
55163
Moodswing9
Exposes Dell EMC PowerProtect Data Manager and NetWorker backup infrastructure …
55164
pongs1
MCP server for co-building and managing atomic learning notes in an Obsidian va…
N/A N/A
55165
sharmasuraj0123
Provides seamless integration with the XO platform for container deployment, ap…
55166
sanztheo
dex-mcp Claim
Debug and inspection tooling for Roblox projects, exposed as an MCP server so a…
N/A N/A
55167
Joakim-Sael
Enables AI agents to share and use community-contributed browser configs, dynam…
N/A N/A
55168
listenrightmeow
Provide a sandbox environment to test and develop MCP servers compatible with C…
N/A N/A 95
55169
sthbryan
This MCP server provides tools for AI agents to search the web, fetch page cont…
55170
poliakarmai
bybit-ws Claim
An MCP server that enables AI agents to scan the market, manage positions, and …
55171
universal-mcp
Provides a standardized interface for interacting with Falai's tools and servic…
55172
Mak-3
Enables interaction with Featuredeck's feature request and roadmap management t…
55173
VibeTensor
VibeMCP Claim
Token-optimized unified MCP server for Gmail and Microsoft 365, enabling email,…
N/A N/A
55174
1AQuantum
Provides AI assistants with advanced frontend debugging capabilities through 36…
N/A N/A 95
55175
fran2018-ctrl
A basic MCP server for testing with echo, datetime, and calculator tools.
55176
adamruzicka
MCP server to interact with Foreman (Red Hat Satellite) instances, enabling man…
N/A N/A
55177
ejmcp
mcp-server Claim
N/A N/A 95
55178
ry-ops
Manages resource allocation, MCP server lifecycle, and Kubernetes workers in co…
81
55179
Abidil98
A custom MCP server that provides high-level tools for controlling Shopmium and…
N/A N/A 95
55180
Lyonsupernova
mcp-x Claim
Enables posting tweets to X (Twitter) via the X API v2, using Claude.
55181
xiaobenyang-com
db-map Claim
N/A N/A 95
55182
CamoRageaholic1
Enables AI assistants to manage and monitor UniFi network infrastructure throug…
55183
mobile.psy.div3r
ableton-mcp Claim
N/A N/A 95
55184
bughide010
hide Claim
test
N/A N/A 95
55185
usman.ramzan0505
myserver Claim
N/A N/A 95
55186
justinleeirizarry
Enables AI coding assistants to test web accessibility by scanning URLs, detect…
N/A N/A
55187
Kajdep
Read-only MCP server and JSON API for international country calling codes, ISO …
55188
qarnet
serial-mcp Claim
MCP server for serial ports — non-blocking reads, DTR/RTS, streaming subscripti…
N/A N/A
55189
amxkifir
Enables users to search, compare, and retrieve detailed information about World…
81
55190
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
N/A N/A 95
55191
dropthis-dev
dropthis-mcp Claim
Publish HTML, files, or a URL to a permanent public URL, then update it — from …
N/A N/A
55192
cogspro1234
conclave Claim
An MCP server that enables an AI orchestrator to convene a council of other AIs…
N/A N/A
55193
sebastiancoombs
Pay-per-call MCP server for checking MEV exposure, sandwich attacks, and pool M…
55194
mcp-tool-shop-org
Tool Compass Claim
Semantic navigator for MCP tools that finds relevant tools by natural language …
55195
sachin-philip
Enables to manage Raindrop.io bookmarks programmatically—add, search, and organ…
55196
yopie-org
mailtarget Claim
MCP server for Mailtarget that exposes tools to discover and call management AP…
55197
next-role
Next Role Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
81
55198
axyr
MCP server for searching and analyzing Dutch case law with advanced search, fac…
55199
finsavvyai
pushci Claim
AI-native zero-config CI/CD. 19 languages, 40+ frameworks. Free forever.
N/A N/A 83
55200
focusgts
20 tools for Adobe Edge Delivery Services: preview, publish, analytics, and con…
N/A N/A
Showing 55151–55200 of 57357 servers