MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54251 |
Enables searching for AI agents by keywords or categories, allowing users to di…
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| 54252 |
mcp-server
Claim
Official Publora MCP server — schedule and publish posts across 10 social platf…
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| 54253 |
eventflare-mcp
Claim
Search 8,000+ corporate event venues across 40+ cities. Tools for venue search …
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| 54254 |
codeparse-mcp
Claim
Parses Java and Xtend source code into a graph database and provides MCP tools …
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| 54255 |
Tally MCP Server
Claim
Lightweight Node MCP server that enables querying Tally product and category da…
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| 54256 |
Model Context Protocol server for HackerNews API access.
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| 54257 |
MCP 3D Printer Server
Claim
Enables users to connect Claude with various 3D printer management systems, all…
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| 54258 |
Redfish MCP Server
Claim
Enables AI agents to manage infrastructure through natural language queries to …
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| 54259 |
MediaCrawler MCP Server
Claim
MCP server for crawling social media platforms (e.g., Bilibili) by keywords, vi…
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| 54260 |
vmd-mcp
Claim
Enables control of VMD2 for molecular dynamics analysis through natural languag…
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| 54261 |
unfetch
Claim
A download manager for humans and AI with a native MCP server: add_task, list_t…
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| 54262 |
clipkit
Claim
MCP server for Clipkit — gives AI agents a video toolbox via the Clipkit schema.
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| 54263 |
Code2Postman MCP
Claim
Automatically generates Postman collections from code directories by analyzing …
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| 54264 |
myBrAIn
Claim
MCP server that provides persistent memory and contextual awareness to language…
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| 54265 |
api-mock-generator
Claim
Enables instant creation of mock API servers from OpenAPI specs or natural lang…
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| 54266 |
Elyan Staking MCP Server
Claim
Enables AI agents to stake tokens for skill acquisition and verify staking verd…
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| 54267 |
Claude Dialogue MCP
Claim
Enables peer-to-peer asynchronous conversation between Claude.ai and Claude Cod…
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| 54268 |
bell-mcp
Claim
A local MCP server that rings a bell through your speakers to provide audible n…
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| 54269 |
LinkedIn MCP server for AI content creation, LinkedIn post generation, post rew…
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| 54270 |
MCP Ledger Server
Claim
A comprehensive MCP server for secure Ledger hardware wallet integration with E…
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| 54271 |
HimiTrace MCP Server
Claim
A Model Context Protocol (MCP) server connecting AI agents to the Polygon block…
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| 54272 |
Job Lead Converter MCP
Claim
Transforms job postings into qualified sales leads by searching for active jobs…
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| 54273 |
Ideogram V3 MCP Server
Claim
MCP server for Ideogram V3 model line enabling image editing, reframing, remixi…
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| 54274 |
office-addin-mcp
Claim
MCP server for Office add-ins via WebView2/CDP. Provides excel.*, page.*, and a…
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| 54275 |
anchor-debug
Claim
Provides structured access to Solana Anchor error data, enabling AI coding agen…
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| 54276 |
Peek
Claim
Enables AI agents to take screenshots of local web pages and capture user-selec…
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| 54277 |
Component Library MCP
Claim
An MCP server that scans React and Vue projects, extracts component metadata (p…
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| 54278 |
SkillRepo
Claim
A permanent home for publishers. A curated skill library your team installs fro…
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| 54279 |
nanobanana-pro-mcp
Claim
An MCP server that provides AI-powered image generation, format conversion, and…
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| 54280 |
JSON MCP Server
Claim
Enables reading, writing, and deleting JSON values using dot-notation paths, wi…
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| 54281 |
steam-trends-mcp
Claim
Track concurrent player counts and game momentum for any title on Steam via AI …
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| 54282 |
freshrss-mcp
Claim
Enables AI assistants to read and manage FreshRSS feeds, including listing subs…
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| 54283 |
mcp-boundary
Claim
Wraps your existing MCP servers and checks each tool call against policy and li…
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| 54284 |
custom-browser-mcp
Claim
MCP server that extracts accessibility tree, design tokens, screenshots, Claude…
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| 54285 |
Yarr MCP
Claim
Self-hosted media fleet operations across Sonarr, Radarr, Plex, and related app…
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| 54286 |
mcp-europeana
Claim
Enables searching and retrieving records from the Europeana digital collection,…
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| 54287 |
Implements a Model Context Protocol server that enables streaming communication…
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| 54288 |
beyondcompare-mcp
Claim
Enables file comparison, folder diffing, 3-way merging, folder sync, and script…
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| 54289 |
A comprehensive system that helps organizations track, manage, and respond to s…
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| 54290 |
Signed, non-replayable API auth. Agents self-register and sign requests with ER…
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| 54291 |
Enables Chinese traditional calendar functions including BaZi calculation, cale…
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| 54292 |
Execution Journal
Claim
An MCP server that helps AI coordinate sequential tool calls and maintain a com…
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| 54293 |
junto-memory
Claim
A shared memory and coordination server for multiple AI coding agents, built on…
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| 54294 |
knowledge-forge-mcp
Claim
Enables AI coding tools to turn a list of links into a verified, browsable know…
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| 54295 |
onpe-mcp
Claim
MCP server for querying Peruvian electoral data (ONPE) including mesa results, …
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| 54296 |
A feature-rich Model Context Protocol gateway that federates MCP and REST servi…
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| 54297 |
@roarkanalytics/sdk-mcp
Claim
Enables AI assistants to interact with the Roark REST API, allowing them to exp…
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| 54298 |
classScopusMCP
Claim
An MCP server that integrates Scopus, Crossref, and PubMed APIs to search acade…
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| 54299 |
Easy MCP Server
Claim
A simple toolkit for creating MCP servers with stdio and SSE transport, auto-va…
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| 54300 |
EPSS MCP Server
Claim
Provides EPSS scores, percentiles, and time series for CVEs, along with vulnera…
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