MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54101 |
test-mcp
Claim
A demo MCP server for testing and debugging tools, providing tools to get launc…
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| 54102 |
Enables read-only access to Obsidian vaults with semantic search, tag filtering…
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| 54103 |
garu-mcp
Claim
An MCP server for the Garu payment platform. Create charges, manage customers, …
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| 54104 |
dynamicfeed-mcp
Claim
62 live, cryptographically signed data tools for AI agents and robots: weather,…
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| 54105 |
woocommerce-mcp
Claim
Read-only MCP server for WooCommerce that enables answering questions about pro…
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| 54106 |
mcp-devdocs-io
Claim
Enables substring-search of documentation entries from DevDocs.io via a single …
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| 54107 |
Hootsuite MCP Server
Claim
Integrates Hootsuite social media management with AI assistants, enabling post …
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| 54108 |
Enables AI image generation via multiple providers (Yunwu, Gemini) with customi…
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| 54109 |
Dify Management MCP
Claim
Enables programmatic management of a Dify instance, including datasets, apps, a…
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| 54110 |
Janus MCP
Claim
Enables AI assistants to understand and interact with OpenAPI specifications, p…
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| 54111 |
dld-mcp
Claim
Enables querying 1.6M+ Dubai Land Department sales transactions and 9.5M+ Ejari…
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| 54112 |
t-t-leave-manager-mcp
Claim
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| 54113 |
cleanfetch
Claim
Enables AI agents to read web pages reliably, returning clean markdown content,…
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| 54114 |
Skills MCP Server
Claim
Centralized, sandboxed MCP server to manage, execute, and expose advanced Agent…
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| 54115 |
asc-mcp
Claim
Enables AI agents to manage App Store Connect apps, including registering bundl…
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| 54116 |
Minecraft MCP Server
Claim
Enables querying Minecraft Java server status via the Model Context Protocol, d…
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| 54117 |
mcp-openalex
Claim
MCP server for the OpenAlex scholarly database, providing AI agents with tools …
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| 54118 |
Enables AI agents to discover, register, and rate services in a decentralized a…
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| 54119 |
arcframe-mcp
Claim
Generate videos, images, audio, and 3D models from any MCP-compatible AI agent …
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| 54120 |
cardnews-mcp-server
Claim
Converts subtitles or text into a single 1080×1620 infographic card (HTML+PNG) …
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| 54121 |
exec-mcp
Claim
Enables executing a single bounded remote shell command on a configured host, r…
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| 54122 |
mysql-mcp
Claim
Enables read-only SQL queries and datasource listing for MySQL databases via MC…
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| 54123 |
Local Files MCP Server
Claim
Provides safe local file operations through MCP, including reading, writing, se…
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| 54124 |
mcp-app-ui
Claim
This MCP server provides the current server time through a basic resource and t…
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| 54125 |
MCPCloud
Claim
A self-hosted MCP gateway that lets you write Python functions and register the…
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| 54126 |
mcp-csdn-publisher
Claim
MCP server that enables AI assistants to automatically write and publish blog p…
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| 54127 |
codeskeleton
Claim
Enables AI agents to efficiently read Python code by first providing file skele…
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| 54128 |
Milvus Search
Claim
Index your documents in Milvus for fast semantic search. Retrieve the most rele…
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| 54129 |
ansa-mcp
Claim
An MCP server that bridges MCP clients to ANSA CAE pre-processor via file IPC, …
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| 54130 |
ourgroceries-mcp
Claim
Manage grocery lists on OurGroceries.com via CLI or MCP, supporting item operat…
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| 54131 |
MCP DeFiLlama Airdrops
Claim
Enables users to fetch, filter, and rank cryptocurrency airdrop data from DeFiL…
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| 54132 |
RenderDoc MCP Server
Claim
Enables AI assistants to access RenderDoc capture data and assist in graphics d…
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| 54133 |
SearxNG MCP Server
Claim
Enables privacy-respecting web, image, video, and news searches through SearxNG…
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| 54134 |
mcp_python_exec_server
Claim
Enables safe execution of Python code snippets within a sandboxed environment, …
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| 54135 |
cortex-engine
Claim
Persistent memory for AI agents with semantic memory, belief tracking, and drea…
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| 54136 |
mcp-theaudiodb
Claim
Provides access to music metadata from TheAudioDB community database through MC…
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| 54137 |
n9n
Claim
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| 54138 |
mcp-redis-allowlist
Claim
Read-only Redis MCP server with a configurable command allowlist for safe produ…
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| 54139 |
codex-vision-mcp
Claim
Exposes a tool for understanding images via Codex app-server, enabling analysis…
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| 54140 |
Connects LLMs to a PostgreSQL e-commerce database for sports supplements, enabl…
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| 54141 |
MemoryClaw
Claim
Enables AI agents to store and retrieve persistent memories using BM25 search, …
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| 54142 |
SkillSearch
Claim
Indexes every skill across all installed plugins and enables the agent to find …
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| 54143 |
Bible MCP Server
Claim
Enables Bible search and verse retrieval with multiple translations, deployable…
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| 54144 |
MCP Server Creator
Claim
Enables dynamic creation and code generation of MCP servers using FastMCP, with…
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| 54145 |
chrome-devtools-mcp
Claim
Lets coding agents control and inspect a live Chrome browser via MCP, providing…
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| 54146 |
grounding-ai
Claim
Ingests pdf and epub documents for LLM-retrieval (RAG)
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| 54147 |
MacroMCP
Claim
Remote MCP server for natural-language calorie/macro and weight tracking, desig…
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| 54148 |
Enables AI assistants to manage events, venues, organizers, and tickets on Word…
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| 54149 |
openair-3-mcp-oss
Claim
MCP server wrapping the openair R package for air quality data analysis, enabli…
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| 54150 |
Supabase MCP Server
Claim
Provides secure access to Supabase databases via PostgREST API and management t…
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