MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38151 |
prescryb
Claim
A remediation orchestrator exposed as an MCP server that provides primitives fo…
|
— | ||||||||
| 38152 |
Freshservice MCP Server
Claim
Connects Claude to your Freshservice ITSM instance, enabling management of tick…
|
— | ||||||||
| 38153 |
web-clipper-mcp
Claim
Enables clipping web pages to Markdown with local images, supporting CSS select…
|
— | ||||||||
| 38154 |
memory-quality-mcp
Claim
Audits your Claude Code memory store with 4-dimension quality scoring and actio…
|
— | ||||||||
| 38155 |
Hong Kong payments for AI agents — Alipay / WeChat Pay via Stripe. Never holds …
|
— | ||||||||
| 38156 |
Shodai Agreements
Claim
MCP server for defining, validating, deploying, and operating Shodai machine-re…
|
— | ||||||||
| 38157 |
mcp-server
Claim
Perform fast arithmetic for sums, differences, products, and quotients. Save ti…
|
— | ||||||||
| 38158 |
mcp-sequel
Claim
MCP server for Claude that connects to MySQL, MariaDB, and SQLite databases. Qu…
|
— | ||||||||
| 38159 |
sutra
Claim
|
— | ||||||||
| 38160 |
Google Ads MCP Server
Claim
Provides read-only access to Google Ads account data including campaigns, ad gr…
|
— | ||||||||
| 38161 |
WhatsApp MCP Server
Claim
Enables LLM clients to read and search your own WhatsApp messages stored in a l…
|
— | ||||||||
| 38162 |
mcp-chinese-time
Claim
MCP server for parsing Chinese fuzzy time expressions (e.g., '昨天', '下午3点', '中秋节…
|
— | ||||||||
| 38163 |
grgdbsd
Claim
|
— | ||||||||
| 38164 |
ezyVet MCP Server
Claim
Enables AI agents to manage veterinary practice data through ezyVet API, includ…
|
— | ||||||||
| 38165 |
Public read-only MCP server for FoxTrove Voice, enabling LLMs to query call log…
|
— | ||||||||
| 38166 |
Sandy
Claim
Provides a sandboxed environment for AI coding agents to execute TypeScript AWS…
|
— | ||||||||
| 38167 |
This web browser has been designed to help your agent debug and develop complex…
|
— | ||||||||
| 38168 |
preset-mcp
Claim
MCP server for Preset (managed Apache Superset). Manage dashboards, charts, and…
|
— | ||||||||
| 38169 |
PPK2 MCP Server
Claim
Enables MCP clients to control a Nordic PPK2 for power profiling: configure sou…
|
— | ||||||||
| 38170 |
A multi-domain productivity tool that currently enables job search automation, …
|
— | ||||||||
| 38171 |
Greetings & Utilities
Claim
Greet people in multiple languages and perform quick math. Generate images from…
|
— | ||||||||
| 38172 |
Channel3 MCP Server
Claim
Let your agent discovery any product on the internet. Earn commissions when you…
|
— | ||||||||
| 38173 |
mempalace-mcp-http
Claim
Enables remote access to the MemPalace MCP server via HTTP, supporting bearer t…
|
— | ||||||||
| 38174 |
vn-autocad-claude
Claim
Enables Claude to control AutoCAD—draw, edit, query, layers, blocks, annotation…
|
— | ||||||||
| 38175 |
embedded-mcp
Claim
Lets AI assistants read, command, and debug microcontrollers over a serial conn…
|
— | ||||||||
| 38176 |
Slack Server with OAuth
Claim
|
— | ||||||||
| 38177 |
PDF Redaction MCP
Claim
MCP server for detecting and redacting PII (Personally Identifiable Information…
|
— | ||||||||
| 38178 |
TheAlmanac
Claim
Enables programmers to search, download, and access up-to-date API and software…
|
— | ||||||||
| 38179 |
iaas-conversion-mcp
Claim
A Model Context Protocol (MCP) server that converts Confluence pages into stand…
|
— | ||||||||
| 38180 |
multi-search-mcp
Claim
An MCP server that aggregates search results from Baidu, Bing, and Sogou withou…
|
— | ||||||||
| 38181 |
ManyMeet
Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
|
— | ||||||||
| 38182 |
Enables AI-first DevOps management of multi-tenant Solid SaaS platforms through…
|
— | ||||||||
| 38183 |
PocketScout MCP
Claim
Enables AI assistants to rapidly gather and synthesize structural, chemical, co…
|
— | ||||||||
| 38184 |
mcp-mcp-locks
Claim
Wraps the mcp-locks CLI to expose coordination primitives as MCP tools, enablin…
|
— | ||||||||
| 38185 |
gencc-link
Claim
MCP server that provides tools to query harmonized gene-disease validity data f…
|
— | ||||||||
| 38186 |
Provides comprehensive mathematical differentiation capabilities using symbolic…
|
— | ||||||||
| 38187 |
iMail-mcp
Claim
Retrieve Mail from icloud
|
— | ||||||||
| 38188 |
aas-mcp
Claim
MCP server enabling AI assistants to perform full CRUD operations on Asset Admi…
|
— | ||||||||
| 38189 |
mcp-httpstatus
Claim
Enables looking up HTTP status codes (100-599) with reason phrases, categories,…
|
— | ||||||||
| 38190 |
LXD MCP Server
Claim
Enables AI assistants to manage LXD containers and virtual machines through a s…
|
— | ||||||||
| 38191 |
Deploy to Agents
Claim
Audit agent-distribution surfaces and create an evidence-based distribution pla…
|
— | ||||||||
| 38192 |
Odoo 19 MCP Server
Claim
Provides tools to interact with Odoo 19's External JSON-2 API, enabling CRUD op…
|
— | ||||||||
| 38193 |
mcp-graphql-bridge
Claim
A generic MCP (Model Context Protocol) server that bridges any GraphQL API to C…
|
— | ||||||||
| 38194 |
MEFS MCP Server
Claim
Provides decentralized storage for AI agents, enabling them to save generated c…
|
— | ||||||||
| 38195 |
MCP server for searching and downloading from Anna's Archive for free via slow …
|
— | ||||||||
| 38196 |
youtube-transcriber-mcp
Claim
Enables intelligent transcription of YouTube videos with automatic optimization…
|
— | ||||||||
| 38197 |
strato-mail-mcp
Claim
Enables Claude to read, send, and manage emails via IMAP/SMTP for Strato mail a…
|
— | ||||||||
| 38198 |
The most complete financial compliance agent in the x402 ecosystem. Combines ve…
|
— | ||||||||
| 38199 |
accountinghouse-mcp
Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
|
— | ||||||||
| 38200 |
ridvay-mcp
Claim
MCP server that lets AI assistants create and edit Ridvay Studio posters, flyer…
|
— | ||||||||