MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52601
443pablo
A FastMCP server for PowerSchool that enables students to check grades, assignm…
52602
CSOAI-ORG
email-automation-mcp MCP server by MEOK AI Labs
N/A N/A
52603
higebu
cml2-mcp Claim
Thin MCP server for Cisco CML2 that exposes the live OpenAPI specification and …
52604
mfernandezfunes
MCP Harbor Claim
MCP Harbor is a Node.js application that provides a Model Context Protocol (MCP…
52605
silverze
nutstore-mcp Claim
MCP server for Nutstore cloud storage, enabling AI assistants to manage files v…
N/A N/A
52606
dbfournier33
outlook-mcp Claim
An MCP server that gives AI agents structured access to a Microsoft Outlook mai…
N/A N/A
52607
codeyogi911
Connects your Shopify store data to Claude Desktop, enabling access to products…
52608
sean-bavo
TaxFormatter Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
81
52609
phuocnguyen1308-creator
vn-luat-mcp Claim
MCP server to query Vietnamese law (legal code and case law) with full-text sea…
52610
jdug-jadodev
Efficiently loads, caches, and delivers project file context for AI agents usin…
N/A N/A
52611
sbarbi-gh
rnaseq-mcp Claim
Enables analysis of bulk RNA-seq data using natural language queries, executing…
N/A N/A
52612
doominkim
Analyzes TypeORM entity source files offline to produce schema graphs, ERD diag…
N/A N/A
52613
popstas
Enables integration with Planfix CRM and task management system, allowing lead …
52614
loosheng
knife4j-mcp Claim
MCP server that converts OpenAPI documentation to Markdown with tolerant parsin…
N/A N/A
52615
Craftiee
MCP tools for CRUMB artifacts and Logisim-evolution analysis and non-interactiv…
N/A N/A
52616
d-zero-dev
Enables AI assistants to retrieve Figma data and access D-ZERO frontend coding …
52617
theta4ai
Theta Health MCP is a HIPAA-complaint intelligent memory layer for your health …
81
52618
hrishi2710
A powerful and flexible Datagroom MCP server implementation to read the data an…
N/A N/A
52619
satanas66
Enables LLMs to securely interact with MongoDB, GitHub, and a sandboxed file sy…
N/A N/A
52620
convergeqa
MCP servers for multi-model document review with critique/iterate and compare/d…
52621
CSOAI-ORG
Persistent memory database for LLM agents with hybrid semantic/keyword search, …
N/A N/A
52622 N/A N/A 95
52623
elphiene
A read-only MCP server that lets Claude read and search emails from Thunderbird…
N/A N/A
52624
przemyslawzielinski87-debug
akm-bridge Claim
MCP server for AKM v0.8.1, exposing 14 read-only tools via JSON-RPC over stdio …
N/A N/A
52625
eldermoraes
Star Wars API (SWAPI) as a remote MCP server: films, people, planets, species, …
52626
epheterson
Enables AI agents to search, read, and manage offline knowledge from ZIM files …
52627
kythene
Kythene Claim
Your AI's work, reviewed by your team, remembered - shared artifacts with revie…
52628
JasonBates
An MCP server that lets you switch between different MCP configuration profiles…
N/A N/A
52629
stijnv18
Provides secure, API-key authenticated access to on-premise MSSQL databases, en…
N/A N/A
52630
abdullahMASHUK
Enables AI agents to perform file operations and sharing management on NextClou…
52631
ALLY596
voice-mcp Claim
An MCP server for AI voice synthesis with an inline audio player, allowing user…
52632
MikeySharma
Enables fetching weather alerts for US states and detailed 7-day forecasts for …
N/A N/A
52633
WYHEF
Enables real-time weather queries for global cities via natural language, with …
N/A N/A
52634
Code-byte404
vocab-mcp Claim
A vocabulary-bank MCP server that allows users to collect unfamiliar words, org…
N/A N/A
52635
mattpodwysocki
Node.js MCP server enabling AI agents to access comprehensive U.S. Census Burea…
52636
SolvingLab
OmniWeave Claim
A high-performance, polyglot code-analysis graph for coding agents that enables…
N/A N/A
52637
wva2ccyk-prog
Enables safe, read-only browsing of allowlisted local directories through MCP, …
N/A N/A
52638
joel-wehr
Integrates AI assistants with the Unity Editor for scene manipulation, asset ma…
N/A N/A
52639
coti-io
Private encrypted agent messaging, hidden state exchange, delegation, and priva…
N/A N/A
52640
Rumblingb
Centralized API gateway routing to MCP servers with per-call billing
N/A N/A
52641
MarcioKorpHub
Brazilian AI-powered accounting & tax automation: NFS-e invoicing, CBS/IBS tax …
52642
touch4645
Provides tools to access Japanese export control laws, annexes, and user lists …
52643
Aaronjacobs000
MCP server for interacting with Sophos Central APIs, providing 255 tools for ma…
52644
Edplayerone
iwatch-mcp Claim
Enables real-time Apple Watch heart rate monitoring via MCP tools, reading data…
N/A N/A
52645
zhangtian-123
Codex Memory Claim
Local Markdown-backed memory tools for Codex and other MCP-capable agents. Expo…
N/A N/A
52646
guangtoutong
unfetch Claim
A download manager for humans and AI with a native MCP server: add_task, list_t…
N/A N/A
52647
Duke-CEI-Center
Enables AI assistants to read sensor data from IoT devices and dispatch data co…
N/A N/A
52648
todesstoss
monobank-mcp Claim
A Model Context Protocol server that enables interaction with Monobank API, pro…
52649
kumar2011ash-cloud
Enables IDE integration with a multi-agent AI pipeline for solving, reviewing, …
52650
Anakior
atlas-mind Claim
Self-hosted git-native knowledge base with an MCP endpoint your AI reads, write…
Showing 52601–52650 of 67226 servers