MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38151
konstruktoid
prescryb Claim
A remediation orchestrator exposed as an MCP server that provides primitives fo…
38152
matthewlboyd
Connects Claude to your Freshservice ITSM instance, enabling management of tick…
38153
achenglike
Enables clipping web pages to Markdown with local images, supporting CSS select…
38154
ladyiceberg
Audits your Claude Code memory store with 4-dimension quality scoring and actio…
N/A N/A
38155
junter1989k-ai
Hong Kong payments for AI agents — Alipay / WeChat Pay via Stripe. Never holds …
38156
CNSLabs
MCP server for defining, validating, deploying, and operating Shodai machine-re…
38157
hahongchul
mcp-server Claim
Perform fast arithmetic for sums, differences, products, and quotients. Save ti…
N/A N/A 95
38158
eukos
mcp-sequel Claim
MCP server for Claude that connects to MySQL, MariaDB, and SQLite databases. Qu…
38159
context-engineering
sutra Claim
N/A N/A 95
38160
RustamFaskhutdzinau
Provides read-only access to Google Ads account data including campaigns, ad gr…
38161
cascodigital
Enables LLM clients to read and search your own WhatsApp messages stored in a l…
38162
wyl116
MCP server for parsing Chinese fuzzy time expressions (e.g., '昨天', '下午3点', '中秋节…
38163
namitbhardwaj
grgdbsd Claim
N/A N/A 95
38164
NoBanks
Enables AI agents to manage veterinary practice data through ezyVet API, includ…
38165
FoxTrove
Public read-only MCP server for FoxTrove Voice, enabling LLMs to query call log…
38166
jamestelfer
Sandy Claim
Provides a sandboxed environment for AI coding agents to execute TypeScript AWS…
N/A N/A
38167
This web browser has been designed to help your agent debug and develop complex…
N/A N/A 81
38168
Evan-Kim2028
preset-mcp Claim
MCP server for Preset (managed Apache Superset). Manage dashboards, charts, and…
38169
zhixuan2333
Enables MCP clients to control a Nordic PPK2 for power profiling: configure sou…
N/A N/A
38170
benro
A multi-domain productivity tool that currently enables job search automation, …
81
38171
mazah81-gif
Greet people in multiple languages and perform quick math. Generate images from…
N/A N/A 95
38172
channel3-ai
Let your agent discovery any product on the internet. Earn commissions when you…
N/A N/A 95
38173
flejz
Enables remote access to the MemPalace MCP server via HTTP, supporting bearer t…
38174
andyluu98
Enables Claude to control AutoCAD—draw, edit, query, layers, blocks, annotation…
N/A N/A
38175
atillab1
embedded-mcp Claim
Lets AI assistants read, command, and debug microcontrollers over a serial conn…
N/A N/A
38176 N/A N/A 95
38177
StabRise
MCP server for detecting and redacting PII (Personally Identifiable Information…
38178
SaharCarmel
TheAlmanac Claim
Enables programmers to search, download, and access up-to-date API and software…
N/A N/A
38179
mdl44305
A Model Context Protocol (MCP) server that converts Confluence pages into stand…
N/A N/A
38180
wasd9191
An MCP server that aggregates search results from Baidu, Bing, and Sogou withou…
38181
jmbremer
ManyMeet Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
81
38182
Adam-Camp-King
Enables AI-first DevOps management of multi-tenant Solid SaaS platforms through…
N/A N/A 95
38183
Proprius-Labs
Enables AI assistants to rapidly gather and synthesize structural, chemical, co…
38184
mattbaylor
Wraps the mcp-locks CLI to expose coordination primitives as MCP tools, enablin…
N/A N/A
38185
berntpopp
gencc-link Claim
MCP server that provides tools to query harmonized gene-disease validity data f…
N/A N/A
38186
ShawneilRodrigues
Provides comprehensive mathematical differentiation capabilities using symbolic…
38187
Racimy
iMail-mcp Claim
Retrieve Mail from icloud
N/A N/A 95
38188
SmartFactory-KL
aas-mcp Claim
MCP server enabling AI assistants to perform full CRUD operations on Asset Admi…
38189
pipeworx-io
Enables looking up HTTP status codes (100-599) with reason phrases, categories,…
38190
edgeseek
Enables AI assistants to manage LXD containers and virtual machines through a s…
38191
saezbaldo
Audit agent-distribution surfaces and create an evidence-based distribution pla…
38192
bmya
Provides tools to interact with Odoo 19's External JSON-2 API, enabling CRUD op…
38193
murilojrpereira
A generic MCP (Model Context Protocol) server that bridges any GraphQL API to C…
38194
memoio
Provides decentralized storage for AI agents, enabling them to save generated c…
38195
francy2222
MCP server for searching and downloading from Anna's Archive for free via slow …
38196
StevenGeller
Enables intelligent transcription of YouTube videos with automatic optimization…
N/A N/A
38197
Ragazzoforte
Enables Claude to read, send, and manage emails via IMAP/SMTP for Strato mail a…
38198
miggie8888
The most complete financial compliance agent in the x402 ecosystem. Combines ve…
81
38199
sjgant80-hub
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
N/A N/A
38200
tom-tgr
ridvay-mcp Claim
MCP server that lets AI assistants create and edit Ridvay Studio posters, flyer…
Showing 38151–38200 of 66549 servers
« Prev 1 762 763 764 765 766 1331 Next »