MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 2 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55951 |
saju
Claim
Korean Four Pillars (Saju) astrology — birth charts, Day Masters, Five Elements…
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| 55952 |
Merovingian MCP Server
Claim
Enables AI agents to map cross-repository dependencies, detect breaking changes…
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| 55953 |
NornWeave
Claim
Open-source, self-hosted Inbox-as-a-Service API for AI agents. It enables agent…
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| 55954 |
mcp_poc
Claim
A PDF-to-Markdown converter built with the Model-View-Controller (MVC) pattern …
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| 55955 |
An MCP server that visually reviews UI edit requests by comparing screenshots b…
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| 55956 |
gwsadm-mcp
Claim
Google Workspace security-audit MCP server — read-only visibility into account …
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| 55957 |
Instantly
Claim
This Model Context Protocol (MCP) server acts as a bridge between AI agents and…
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| 55958 |
mcp-tts-server
Claim
Enables text-to-speech generation using the Groq API, supporting multiple audio…
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| 55959 |
daxoom
Claim
Owner-verified local business data for AI agents: profiles, hours, prices, with…
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| 55960 |
MCP Security Framework
Claim
Enables creation of secure-by-default MCP servers with 5-layer validation to pr…
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| 55961 |
A read-only MCP server that enables Claude to monitor Indexa Capital investment…
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| 55962 |
MCP Marketing Agency
Claim
Specialized MCP server for digital marketing and social media management, enabl…
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| 55963 |
ES Hub Signals MCP
Claim
Enables AI agents to search and retrieve market signals, revenue ideas, and gro…
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| 55964 |
Engineering MCP Server
Claim
Enables language-model agents to create, modify, analyze, and persist process-e…
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| 55965 |
A managed MCP server enabling AI agents to access AWS using docs, API calls, an…
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| 55966 |
Enables running a remote MCP server on Cloudflare Workers with OAuth login, all…
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| 55967 |
File AI
Claim
A read-only MCP server that provides document awareness for agents by parsing l…
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| 55968 |
Git repo intelligence: summaries, blame, changelogs, branch health, and history…
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| 55969 |
Neural-Stimulus
Claim
An MCP server that provides persistent semantic memory for LLMs by building a c…
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| 55970 |
tiktok-organic-mcp
Claim
TikTok organic analytics — video performance, engagement metrics, and profile i…
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| 55971 |
mcp-obsidian
Claim
This is a connector to allow Claude Desktop (or any MCP client) to read and sea…
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| 55972 |
NewsAPI MCP Server
Claim
Enables searching news, fetching top headlines, listing sources, and generating…
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| 55973 |
FatihAI MCP Server
Claim
A free MCP server providing 13 tools for email verification, domain intelligenc…
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| 55974 |
x402-md-mcp
Claim
Enables extracting clean Markdown from any webpage by paying $0.005 USDC per ca…
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| 55975 |
cowork-qa
Claim
Goal-driven Playwright browser sessions for LLMs, with full action traces and a…
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| 55976 |
An MCP server for QA and test automation that provides runtime switching betwee…
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| 55977 |
RollingGo-Hotel-MCP
Claim
RollingGo MCP is a high-performance hotel search and recommendation service bui…
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| 55978 |
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
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| 55979 |
sf-symbol-mcp
Claim
Enables coding agents to query real SF Symbol names from the local SF Symbols a…
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| 55980 |
SORACOM MCP Server
Claim
A Model Context Protocol (MCP) server for interacting with SORACOM APIs.
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| 55981 |
TradeOS (test)
Claim
[TEST] TradeOS MCP bridge: ticker search, My Agent, chart TA, macro news. npm o…
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| 55982 |
A Model Context Protocol server that enables Claude Desktop users to interact d…
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| 55983 |
MCP server for querying procurement and inventory documents (invoices, purchase…
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| 55984 |
Enables AI-driven expense tracking and budget management, including adding expe…
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| 55985 |
WaveXisMCP
Claim
A comprehensive browser automation MCP server providing 149 tools across 13 cap…
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| 55986 |
MemoraEU
Claim
Zero-knowledge persistent memory layer for AI agents. Encrypted client-side, ho…
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| 55987 |
Émile
Claim
MCP server for the Émile wine cellar — list, add, recommend, scan and search 10…
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| 55988 |
sui-mcp
Claim
Read-only MCP server for Sui blockchain analytics with 44 tools covering wallet…
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| 55989 |
oci-mcp-server
Claim
An MCP server for managing Oracle Cloud Infrastructure API Gateways, enabling l…
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| 55990 |
modu-emergencybell
Claim
Provides emergency hotline numbers, restrooms and outdoor safety bells, after-h…
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| 55991 |
Chronos MCP
Claim
A comprehensive MCP server for CalDAV calendar management, supporting multi-acc…
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| 55992 |
se-eli-mcp
Claim
Enables AI agents to search and retrieve consolidated Swedish statutes (SFS) fr…
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| 55993 |
Kafka MCP Server
Claim
Enables interaction with Kafka clusters via MCP, supporting topic management (l…
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| 55994 |
mcp-n8n
Claim
MCP server for integrating with n8n, enabling workflow automation and managemen…
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| 55995 |
AI access to Hitsteps analytics, live visitors, uptime, goals, alerts, and chat…
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| 55996 |
OpenRouter MCP Server
Claim
An MCP server that provides access to 400+ AI models via OpenRouter, enabling c…
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| 55997 |
Chuk MCP STAC
Claim
A Model Context Protocol (MCP) server for searching STAC catalogs, downloading …
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| 55998 |
fortimanager-mcp
Claim
This MCP server provides tools to interact with FortiManager via JSON-RPC, but …
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| 55999 |
Arthas MCP Server
Claim
Java diagnostics MCP server for LLM integration with Alibaba Arthas, enabling a…
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| 56000 |
doc-breach-mcp
Claim
A local MCP server that extracts clean Markdown from any developer portal using…
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