MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35001 |
Enables secure MCP server functionality with Clerk authentication and user-spec…
|
— | ||||||||
| 35002 |
trello-mcp-server
Claim
Trello Model Context Protocol (MCP) Server for AI Agents
|
— | ||||||||
| 35003 |
AKShare MCP Server
Claim
Enables AI assistants to access comprehensive Chinese financial market data inc…
|
— | ||||||||
| 35004 |
Run accessibility, contrast, and design token audits and file QA issues from yo…
|
— | ||||||||
| 35005 |
voog-mcp
Claim
MCP server for Voog CMS enabling management of Liquid templates, pages, product…
|
— | ||||||||
| 35006 |
PruvaGraph MCP Server
Claim
Enables Claude Code to query codebase knowledge graphs directly, reducing token…
|
— | ||||||||
| 35007 |
mcp-gtm-suite
Claim
11 Mamba Labs account-intelligence MCP tools in one server: identity, signals, …
|
— | ||||||||
| 35008 |
Closeread Verify
Claim
A verified dependency-audit verdict any AI agent can call over MCP, not a raw s…
|
— | ||||||||
| 35009 |
mcp-api-tests
Claim
Starter scaffold for a workshop to build an MCP API testing server, intended to…
|
— | ||||||||
| 35010 |
Jira MCP Server
Claim
A comprehensive Model Context Protocol server for Jira Cloud integration, offer…
|
— | ||||||||
| 35011 |
Enables secure read-only interactions with PostgreSQL databases through natural…
|
— | ||||||||
| 35012 |
appwrite-security-mcp
Claim
MCP server for Appwrite security audits that scans permissions and provides str…
|
— | ||||||||
| 35013 |
mailbox-mcp
Claim
Give your AI tools access to your email. Search, read, send, and manage message…
|
— | ||||||||
| 35014 |
claude-session-sync
Claim
Syncs Claude Code sessions between machines with end-to-end encryption using a …
|
— | ||||||||
| 35015 |
MCP server for R package development using usethis, devtools, renv, and testthat
|
— | ||||||||
| 35016 |
utilsforagents-mcp
Claim
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
|
— | ||||||||
| 35017 |
Provides comprehensive M/M/1 queuing system simulation capabilities including t…
|
— | ||||||||
| 35018 |
MCP Weather Server
Claim
A simple MCP server demonstrating tools, resources, and prompts for weather dat…
|
— | ||||||||
| 35019 |
Hyperplexity
Claim
# Hyperplexity — AI Research Tables with Citations and Confidence Scores
**Tur…
|
— | ||||||||
| 35020 |
supercollider-mcp
Claim
Bridges MCP clients to a running SuperCollider IDE, enabling code evaluation, s…
|
— | ||||||||
| 35021 |
app-seo-ai
Claim
|
— | ||||||||
| 35022 |
siyuan-mcp-server
Claim
Enables AI models to interact with SiYuan Note systems, allowing management of …
|
— | ||||||||
| 35023 |
keka-mcp-server
Claim
MCP server for the Keka HRM API, enabling HR operations like employee managemen…
|
— | ||||||||
| 35024 |
go-docs-mcp
Claim
Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT…
|
— | ||||||||
| 35025 |
An MCP server utilizing Supabase to provide memory and knowledge graph storage,…
|
— | ||||||||
| 35026 |
Arcanna Input MCP Server
Claim
Enables interaction with Arcanna's AI use cases through MCP, supporting job man…
|
— | ||||||||
| 35027 |
kicktipp-agent
Claim
MCP server for kicktipp.com that enables AI assistants to view match data, lead…
|
— | ||||||||
| 35028 |
Surfaces your Calibre e-book catalog to Claude via the Model Context Protocol, …
|
— | ||||||||
| 35029 |
avymcp
Claim
Provides avalanche forecasts, danger ratings, and field observations for US ava…
|
— | ||||||||
| 35030 |
Figma API Integration
Claim
Access Figma's powerful API to manage files, comments, and components seamlessl…
|
— | ||||||||
| 35031 |
mailx-tools
Claim
Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…
|
— | ||||||||
| 35032 |
search
Claim
Collaborative, cache-first web search for agents — cited answers from a shared …
|
— | ||||||||
| 35033 |
OpenAlex MCP Server
Claim
Enables searching scholarly papers and authors via the OpenAlex API, with no AP…
|
— | ||||||||
| 35034 |
MCP Notes Server
Claim
Enables AI assistants to interact with a local folder of Markdown notes, suppor…
|
— | ||||||||
| 35035 |
hevy-mcp
Claim
A Model Context Protocol server that connects Claude to Hevy workout logs, enab…
|
— | ||||||||
| 35036 |
workday-docs-mcp
Claim
Enables AI coding agents to search, read, and cite official Workday developer d…
|
— | ||||||||
| 35037 |
nvd-cve-mcp-server
Claim
MCP server that provides tools to search, filter, and retrieve CVE data from th…
|
— | ||||||||
| 35038 |
mcp-meroshare
Claim
MCP server for MeroShare that enables managing IPO/FPO applications, portfolio,…
|
— | ||||||||
| 35039 |
MCP COO DeFi
Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
|
— | ||||||||
| 35040 |
EveryPage
Claim
Share PDFs as tracked links and see who read them, how far they got, and where …
|
— | ||||||||
| 35041 |
HitKeep
Claim
Read-only MCP server for aggregate HitKeep analytics and official documentation.
|
— | ||||||||
| 35042 |
atpar-mcp-server
Claim
MCP server for the At Par Trading API — trade crypto, manage portfolios, and ac…
|
— | ||||||||
| 35043 |
Enables interaction with SAP Business One via Service Layer REST API to retriev…
|
— | ||||||||
| 35044 |
WorldFirst MCP Server
Claim
MCP server that gives AI agents access to WorldFirst cross-border payment APIs,…
|
— | ||||||||
| 35045 |
FinaShopping MCP Server
Claim
Enables interaction with Uruguayan financial products including loans, credit c…
|
— | ||||||||
| 35046 |
impactdotcom-mcp
Claim
A local MCP server that wraps the Impact.com partner REST API for querying and …
|
— | ||||||||
| 35047 |
Nexus Finance
Claim
Nexus Finance API — compliance audit, VaR/RWA risk, market quotes and case mana…
|
— | ||||||||
| 35048 |
company-reconcile
Claim
模糊匹配两份表格中的公司名称和日期,输出已匹配、待复核和未匹配三种结果,便于数据对账。
|
— | ||||||||
| 35049 |
agent-skills-mcp
Claim
Loads Agent Skills from markdown files, exposing them as MCP tools or system pr…
|
— | ||||||||
| 35050 |
Yandex Metrika MCP
Claim
A Model Context Protocol (MCP) server that provides access to Yandex Metrika an…
|
— | ||||||||