MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34084
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36151
wlu03
Enable seamless interaction with Alpaca's trading API through a standardized pr…
— ○ ⏳ — N/A N/A — 95 —
36152
muslus
BioCite-MCP Claim
BioCite-MCP enables LLMs to retrieve verified academic literature metadata, cit…
— ○ ⏳ — — — — — —
36153
dhipskind253
mssql-mcp Claim
Read-only MCP server for Microsoft SQL Server that retrieves connection details…
— ○ ⏳ — — — — — —
36154
NOTTIBOY137
PoC benign MCP server for update-hijack security research
— ○ ⏳ — N/A N/A — 95 —
36155 — ○ ⏳ — N/A N/A — 95 —
36156
baiehclaca
SERVICE Claim
A persistent 24/7 background daemon that aggregates all downstream MCP servers …
— ○ ⏳ — N/A N/A — — —
36157
Baneado98
Quick-scan a smart contract for rug, honeypot, or centralization risk before se…
— ○ ⏳ — — — — — —
36158
datamerge
DataMerge Claim
Enhances business intelligence by enriching company and contact data using doma…
— ○ ⏳ — — — — 81 —
36159
moony211
Enables querying Kiwoom Securities account information and portfolio evaluation…
— ○ ⏳ — N/A N/A — — —
36160
incentivai-io
Provides comprehensive access to user management, wallet operations, and blockc…
— ○ ⏳ — — — — — —
36161
ratho13
MCP server for Aidoo fitness studio management software, enabling access to mem…
— ○ ⏳ — N/A N/A — — —
36162
HBlackfoxx
Connects AI assistants to Solodit's 49,000+ blockchain vulnerability database, …
— ○ ⏳ — — — — — —
36163
oopslab-fyi
Un servidor MCP para crear, almacenar y recuperar notas de texto a través de un…
— ○ ⏳ — N/A N/A — — —
36164
H2SO4620
ForgeSwarm Claim
An MCP server that turns independent AI agents into a coordinated engineering t…
— ○ ⏳ — — — — — —
36165
mikhashev
Law7 MCP Claim
Provides AI assistants with up-to-date legal documents from official sources, e…
— ○ ⏳ — N/A N/A — — —
36166
plantuml
Pure Node.js MCP server that renders and validates PlantUML diagrams with zero …
— ○ ⏳ — N/A N/A — — —
36167
instantcms-dev
Provides a specialized environment for developing InstantCMS 2 addons and templ…
— ○ ⏳ — N/A N/A — — —
36168
hesreallyhim
Cryptographically secure random number generation and randomized resources, inc…
— ○ ⏳ — N/A N/A — — —
36169
keith-hung
Enables employee time tracking with clock-in/out, workday checking, and time lo…
— ○ ⏳ — — — — — —
36170
david-pivonka
Provides comprehensive access to Google Maps Platform APIs through MCP, enablin…
— ○ ⏳ — — — — — —
36171
Luffy610
f1-mcp Claim
An MCP server that provides 118+ Formula 1 analytics tools, enabling race analy…
— ○ ⏳ — — — — — —
36172
Vinayreddy18
Windows-MCP Claim
A lightweight MCP server that enables AI agents to seamlessly integrate with Wi…
— ○ ⏳ — — — — — —
36173
nick-holmquist
proxmox-mcp Claim
MCP server for full Proxmox VE management - VMs, containers, storage, backups, …
— ○ ⏳ — N/A N/A — — —
36174
sshwsfc
MCP server for the AIRIOT IoT platform, enabling AI assistants to manage data t…
— ○ ⏳ — — — — — —
36175
JetBrains
mcpProxy Claim
Connect to JetBrains IDE
— ○ ⏳ — N/A N/A — 95 —
36176
pramodmisra
Automates ingestion, normalization, validation, review, and posting of insuranc…
— ○ ⏳ — N/A N/A — — —
36177
PurpleSquirrelMedia
Enables Claude to delegate tasks to IBM watsonx.ai foundation models (Granite, …
— ○ ⏳ — — — — 81 —
36178
martijnrusschen
Provides AI assistants with access to ProductLane support threads, contacts, ch…
— ○ ⏳ — — — — — —
36179
shurugiken
Scans MCP servers for deprecated and removed protocol features, providing a dat…
— ○ ⏳ — N/A N/A — — —
36180
slicequeue
Provides tools to search Korean food nutrition data from the Ministry of Food a…
— ○ ⏳ — — — — — —
36181
jefedeoro
Provides persistent memory for AI assistants, enabling storage, recall, and ana…
— ○ ⏳ — N/A N/A — — —
36182
biplav-crl
Backs your AI coding agent's memories, skills, and settings to CockroachDB with…
— ○ ⏳ — N/A N/A — — —
36183
Wislist
Enables AI agents to manage AzurLaneAutoScript (ALAS) automation: start/stop pr…
— ○ ⏳ — N/A N/A — — —
36184
Alierkn
vmd-mcp Claim
Drive VMD headlessly from any MCP client to analyze structures and trajectories…
— ○ ⏳ — N/A N/A — — —
36185
lxkang00
spd-mcp Claim
Enables remote control of Siglent SPD3303X DC power supplies via SCPI over TCP/…
— ○ ⏳ — N/A N/A — — —
36186
lwsinclair
roc-cwa-mcp Claim
Enables to access Taiwan Central Weather Administration data, including 3-day a…
— ○ ⏳ — — — — — —
36187
ShanthiStream
MCP server for converting images to WebP and AVIF formats with batch processing…
— ○ ⏳ — — — — — —
36188
ocentra
MCP server for enforcing coding rules in Rust projects via scanning, routing, a…
— ○ ⏳ — N/A N/A — — —
36189
jr551
zai Claim
— ○ ⏳ — N/A N/A — 95 —
36190
butterbase
Butterbase Claim
Full-stack backend platform MCP — provision apps, manage databases, deploy func…
— ○ ⏳ — — — — 81 —
36191
MCP-Mirror
Performs vulnerability scans using Trivy to generate Software Bill of Materials…
— ○ ⏳ — N/A N/A — 95 —
36192
KilianSen
Human-in-the-loop MCP hub for Claude Code agents, enabling agents to ask questi…
— ○ ⏳ — — — — — —
36193
unknownsorcerer007
Pulse Claim
Enables AI agents to communicate directly through a mesh network, supporting gr…
— ○ ⏳ — — — — — —
36194
omermaksutii
mnemo Claim
Persistent memory for Claude Code. Your AI never starts from scratch again.
— ○ ⏳ — N/A N/A — — —
36195
simonblanco
kanban Claim
— ○ ⏳ — N/A N/A — 95 —
36196
ASHITA2005
Connects Claude.ai to the BrewBoard Supabase database for analytics and post-vi…
— ○ ⏳ — — — — — —
36197
Githubredminote105g
AETHER_01 Claim
Enables AI agents to perform extensive Windows system administration, file oper…
— ○ ⏳ — N/A N/A — — —
36198
opastorello
Valida CPFs, confirma titularidade, descobre CPF completo a partir de dígitos p…
— ○ ⏳ — — — — — —
36199
septract
An MCP server that wraps Aristotle's automated theorem prover for Lean 4, allow…
— ○ ⏳ — N/A N/A — — —
36200
Terrabase-in
terrabase Claim
LLM-assisted, safety-gated Postgres migrations exposed as an MCP server, using …
— ○ ⏳ — N/A N/A — — —
Showing 36151–36200 of 69448 servers
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