MCP Server Quality Scores
Independent quality analysis of 66447 public MCP servers
Last updated 6 hours, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64051 |
sportsbarwatch
Claim
Find sports bars showing live matches anywhere in the world. SportsBarWatch cov…
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| 64052 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab, enabling natural language queries for merge r…
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| 64053 |
oarx-docs-mcp
Claim
MCP server for semantic search across the complete ObjectARX 2026 documentation…
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| 64054 |
HAPI MCP Server
Claim
Enables developers to define, expose, and consume APIs using the Model Context …
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| 64055 |
Enables Claude Desktop to read and control Home Assistant devices via natural l…
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| 64056 |
A comprehensive, AI-powered performance analysis and monitoring platform for Op…
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| 64057 |
Bodrum Belediyesi
Claim
Provide a scaffold for building MCP servers with ease. Accelerate development b…
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| 64058 |
Enrich Layer MCP Server
Claim
Provides 25 tools to enrich company, person, contact, school, and job data via …
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| 64059 |
notion-mcp
Claim
Personal Notion MCP server with tools for task management, wrapping the Notion …
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| 64060 |
Follow On Tours
Claim
Bespoke cricket travel specialist with two decades of experience. Search tours,…
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| 64061 |
cctx-mcp
Claim
An MCP server that provides structure-aware code analysis (symbol trees, depend…
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| 64062 |
Agent-first E2EE file transfer over MCP: move files between machines in one too…
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| 64063 |
re-winedbg
Claim
Enables headless debugging of Windows executables from Linux/macOS hosts by orc…
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| 64064 |
WooCommerce MCP Server
Claim
An MCP server that provides access to WooCommerce REST API functionality, enabl…
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| 64065 |
Feishu MCP Server
Claim
Enables interaction with Feishu (Lark) multidimensional tables (Bitable) throug…
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| 64066 |
Exposes Aden Aggregates submittal data as tools callable by Claude, enabling re…
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| 64067 |
Backlogr MCP Server
Claim
Enables AI assistants to create and manage development projects with structured…
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| 64068 |
Marten Docs MCP Server
Claim
Local MCP server for focused Marten documentation retrieval with caching, searc…
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| 64069 |
google-sheets-mcp
Claim
MCP server to read, write, create, and format Google Sheets via OAuth2 authenti…
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| 64070 |
MCP server for self-hosted Jira instance with Personal Access Token authenticat…
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| 64071 |
Graph-Mem MCP
Claim
A universal MCP server providing persistent, structured memory through a knowle…
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| 64072 |
Healthcare Ai Governance automation via MCP. Includes classify samd, check cds …
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| 64073 |
mcp-brasil
Claim
Connects AI agents to 28 Brazilian public APIs, providing over 200 tools to acc…
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| 64074 |
Bahrain payments for AI agents — Benefit via Tap Payments. Never holds funds.
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| 64075 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects through natural language…
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| 64076 |
NoctisAI
Claim
Enables advanced malware development, threat intelligence analysis, and offensi…
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| 64077 |
A Model Context Protocol (MCP) server for the Mouser Electronics API. Enables s…
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| 64078 |
K8s Warning Monitor MCP
Claim
MCP server that filters Kubernetes warning/failure events and presents them to …
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| 64079 |
Live context MCP server: resolves git, services, and tests into agent context. …
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| 64080 |
Codex Control Plane MCP
Claim
Durable MCP control plane for long-running Codex Desktop tasks.
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| 64081 |
agence
Claim
AI governance MCP server — policy enforcement, skills, memory, multi-LLM consen…
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| 64082 |
agentic-ai-shadowing
Claim
Observes tasks and generates anonymized SOPs — task tracking and SOP review via…
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| 64083 |
Enables AI assistants to interact with Microsoft 365 services (users, mail, cal…
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| 64084 |
Research Powerpack MCP
Claim
Enables AI assistants to perform comprehensive research by searching Google, mi…
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| 64085 |
Hosted MCP
Claim
Integrate and extend LLM capabilities with external data and tools.
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| 64086 |
vocametrix
Claim
Official MCP server for the Vocametrix voice analysis API. Gives AI assistants …
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| 64087 |
local-dfw-mcp
Claim
Your AI's DFW guide: events, appraisals, Dallas 311, crime, floods, schools, ut…
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| 64088 |
RSSFlow MCP Bridge
Claim
Acts as a secure gateway for remote MCP clients to interact with RSSFlow's loca…
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| 64089 |
rocketmoney-mcp
Claim
Read-only MCP server for Rocket Money that lets you browse your accounts, trans…
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| 64090 |
Exposes a tool to retrieve mocked documentation records from a simulated databa…
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| 64091 |
Airflow MCP
Claim
Enables natural language interaction with Apache Airflow for querying DAGs, mon…
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| 64092 |
cryptofort
Claim
Encrypted-at-rest credential vault with MCP server for agent credential lookup …
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| 64093 |
Enable seamless interaction with the Rootstock blockchain through a standardize…
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| 64094 |
test
Claim
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| 64095 |
This server acts as a bridge between your Notion workspace and your development…
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| 64096 |
mcpserver-luzia
Claim
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| 64097 |
orizn-visa-mcp
Claim
Visa requirements for 39,585 passport-destination pairs in 15 languages.
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| 64098 |
UniMCP
Claim
Unity Editor MCP SDK that exposes Unity Editor capabilities as MCP tools, enabl…
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| 64099 |
A Model Context Protocol (MCP) server that provides shipment tracking functiona…
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| 64100 |
openbeautyfacts
Claim
Enables querying Open Beauty Facts product data through natural language, using…
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