MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52151
EDKarlsson
locus Claim
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
N/A N/A 95
52152
arianashafiee
An MCP server that lets Claude Code (and other MCP clients) trade crypto, read …
N/A N/A
52153
CSOAI-ORG
Auction house analytics, market intelligence, crafting optimization, inventory …
52154
Eyalm321
zernio-mcp Claim
A Model Context Protocol (MCP) server that gives Claude full access to the Zern…
52155
chadcorp
Warden Claim
Warden provides a trusted skill brain for open agents, enabling secure executio…
N/A N/A
52156
davidmosiah
A local-first nutrition MCP server for food search, barcode lookup, meal estima…
N/A N/A
52157
Abdur-Rahman-Palash
trend-mcp Claim
Enables multi-agent trend analysis for digital marketing, web design, and graph…
52158
DesignbyFahad
A privacy-first MCP server with 176+ local utilities including calculators, con…
N/A N/A
52159
Nathanael-R
kaleidoscope Claim
MCP server for responsive web app preview and inspection. It allows previewing …
N/A N/A
52160
MCP-Mirror
Enables interaction with blockchain chains through a note storage system that a…
N/A N/A 95
52161
WagoAlex
MCP server that connects WAGO PLCs to LLM agents via the WDx/WDA REST API, enab…
52162
lambda-capture
MCP server that enables semantic search over macroeconomic data using the Lambd…
52163
Michael-Obele
DocShark Claim
DocShark is an MCP server that scrapes and indexes documentation websites, enab…
N/A N/A
52164
alevizio
globestudio Claim
MCP server for GlobeStudio.
52165
Gonzih
mcp-charm Claim
Browse and search thousands of free car service manuals from charm.li.
52166
1,451 security controls across 261 frameworks with bidirectional mapping
N/A N/A 81
52167
TheNextGenNexus
Get real-time stock quotes, historical data, and compare stocks via Yahoo Finan…
N/A N/A 83
52168
eric050828
Enables LLMs to programmatically control n8n via natural language for automated…
52169
syntheticgio
An MCP server that gives Claude access to NCBI Datasets v2 — search genome asse…
N/A N/A
52170
asicojp
sparksheets Claim
Enables AI-powered document platform integration for Claude Code, Cursor, and C…
52171
rozkoduj
Rozkoduj MCP Claim
Provides AI assistants with market screening, analysis, and scoring across stoc…
52172
doublebash
A Model Context Protocol server bridging Claude to Microsoft Outlook + Teams (e…
52173
pipeworx-io
Enables searching for indicators of compromise from ThreatFox by file hash (MD5…
52174
ant-intl
A Model Context Protocol (MCP) compatible server that integrates Ant Internatio…
52175
glachana
Exposes structured Microsoft Dynamics 365 Business Central source code (version…
N/A N/A
52176
muhammedehab35
Enables Claude to store and retrieve information with semantic search using Qdr…
52177
singhh879
findocs-mcp Claim
An eval-first MCP server for semantic search and grounded Q\&A over financial d…
N/A N/A
52178
the-syz
Automates Ansys Fluent simulation workflows, enabling environment checks, case …
N/A N/A
52179
m2ai-mcp-servers
n8n Advisor Claim
Enables AI assistants to review workflow status in n8n instances, including act…
52180
tibuntu
renovate-mcp Claim
An MCP server for interactively reading, validating, previewing, and saving Ren…
N/A N/A
52181
nullnumber1
Enables hybrid search over Telegram community message history, combining full-t…
N/A N/A
52182
PicsArt
Enables AI agents and terminals to generate images, video, and audio using 141 …
52183
wuguirongsg
This MCP server exposes CorelDRAW as a tool server, enabling AI agents to creat…
N/A N/A
52184
anespo
Enables AI agents to query S3 data lakes using natural language, with support f…
52185
UVU-Store
A Model Context Protocol server that provides comprehensive access to the Shopi…
52186
himnishpersonal
Analyzes financial contract PDFs to extract clauses, flag risk terms, and compa…
52187
aimuzov
kaiten-mcp Claim
MCP-сервер для полного управления Kaiten из любого MCP-клиента. Предоставляет 3…
52188
k9fr4n
pwpush-mcp Claim
An MCP server for Password Pusher that allows creating, previewing, and managin…
N/A N/A
52189
subsquid-labs
Enables blockchain data queries across multiple chains (EVM, Solana, Bitcoin, S…
N/A N/A
52190
lazymac2x
Enables scanning projects for dependency vulnerabilities, secrets, license conf…
N/A N/A
52191
etrakselis
Enables interaction with Adobe Journey Optimizer content through the Content AP…
52192
ankur106
Enables AI assistants to start and manage LLDB debugging sessions, including lo…
N/A N/A
52193
getterdoneinc
Enables AI agents to post tasks, manage escrow, approve work, and pay human gig…
52194
Cyreslab-AI
A Model Context Protocol (MCP) server for accessing the CIRCL CVE SEARCH API, p…
52195
jinyoung
Enables AI assistants to create isolated Kubernetes Pod sessions for real-time …
N/A N/A
52196
thsmale
Interact with USASPENDING.gov to track government spending over time, search by…
52197
LewenW
Cross-project memory sharing for Claude Code and Cowork. Stop teaching Claude t…
N/A N/A
52198
cnghockey
sats-for-ai Claim
Bitcoin-powered AI tools via Lightning Network micropayments (L402). Image, tex…
81
52199
dcondrey
Enables Claude AI to seamlessly interact with Scrivener projects for document m…
N/A N/A
52200
halexandra45
Enables AI agents to access Instagram Business account analytics and insights, …
Showing 52151–52200 of 54421 servers