MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45251 |
testlocal_mcp1
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| 45252 |
stock-analyzer-ai-mcp
Claim
AI-powered stock analyzer ai MCP server for agents. Supports analyze stock, cal…
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| 45253 |
firsty-mcp
Claim
An MCP server that wraps the Firsty telecom API, allowing AI agents to manage e…
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| 45254 |
Provides tools for scaffolding, validating, and maintaining Metalsmith plugins …
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| 45255 |
MCP SSH Server
Claim
Enables Claude Code to control remote servers via SSH for automated deployment,…
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| 45256 |
Enables querying and managing daily store sales data stored in CSV files, inclu…
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| 45257 |
A powerful MCP server for summarizing YouTube videos with transcript fetching, …
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| 45258 |
agent-memory-hub
Claim
Enables AI agents to store, search, and retrieve long-term memories with BM25 f…
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| 45259 |
ClimbMCP
Claim
Enables Claude to access and search climbing book PDF chapters, with tools to l…
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| 45260 |
vibe-code-mcp
Claim
Connects to vibe-code-best-practices.vercel.app to index 817 tools across 185 s…
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| 45261 |
inferbench
Claim
InferBench's MCP server lets coding agents run, serve and benchmark local LLMs …
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| 45262 |
decor-cli
Claim
Enables decoration of images and videos with backgrounds, gradients, containers…
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| 45263 |
Dataline MCP Server
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MCP server exposing read-only market data tools for crypto prices, funding rate…
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| 45264 |
MCP server for AI agents to deploy tokens on Base. One command launch, earn OBS…
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| 45265 |
CodeGraph
Claim
Supercharges AI coding agents with a pre-indexed semantic code graph, enabling …
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| 45266 |
waw-mcp
Claim
Gives AI agents a real email identity, OTP reading, autonomous signup, and MCP …
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| 45267 |
mcp-firecrawl
Claim
Web scraping and search MCP server that wraps Firecrawl API for URL discovery a…
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| 45268 |
WhatsApp MCP
Claim
Enables MCP clients to list, read, search, and send WhatsApp messages via a per…
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| 45269 |
upgrade-agent
Claim
Travel-upgrade Q&A, live booking eligibility, and operator lookups for airline,…
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| 45270 |
Scheduler
Claim
Create cron triggers that fire at specific intervals and alarms to wake up your…
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| 45271 |
etherlink-mcp-server
Claim
Enables interaction with the Etherlink blockchain, including balance checks, tr…
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| 45272 |
web-basics-mcp
Claim
A self-hosted MCP server providing web search and URL fetching tools, running l…
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| 45273 |
Trello MCP Server
Claim
A Model Context Protocol (MCP) server that provides AI assistants with access t…
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| 45274 |
substack-mcp
Claim
An MCP server that gives Copilot access to Substack posts from your authenticat…
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| 45275 |
XAPS MCP Server
Claim
Pre-execution audit for autonomous agents. Independent receipt before irreversi…
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| 45276 |
davinci-resolve-mcp
Claim
An MCP server that exposes the complete DaVinci Resolve scripting API, enabling…
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| 45277 |
xbtest
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| 45278 |
spec-builder-mcp
Claim
An MCP server that helps AI assistants plan and document software features usin…
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| 45279 |
Helps systematically refine vague ideas into well-structured prompts through gu…
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| 45280 |
google-drive-mcp-server
Claim
Google Drive + Workspace MCP — 98 tools for Docs, Sheets, Slides, Shared Drives…
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| 45281 |
PubFi MCP
Claim
Enumerate and inspect PubFi capabilities, then execute an exact selected route.
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| 45282 |
Checkout-verified prices, stock, US FCC status and buy routes for humanoid and …
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| 45283 |
snippet-vault
Claim
A personal code snippet library for Claude, enabling saving, searching, and man…
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| 45284 |
Enables AI tools to create, edit, and inspect KiCAD schematic files, including …
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| 45285 |
indic-normalize-mcp
Claim
Enables Indic-language transliteration and normalization of Indian names and ad…
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| 45286 |
FlagCheck Job Analyzer
Claim
MCP server that analyzes job descriptions for ATS compatibility, red flags, sal…
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| 45287 |
mcp-server-sros
Claim
Provides tools to view operational state and change configuration of Nokia SR O…
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| 45288 |
smithery
Claim
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| 45289 |
MCP-Server-for-CFD
Claim
Provides aerodynamic analysis tools through MCP, enabling geometry generation, …
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| 45290 |
selenium-mcp
Claim
A production-ready MCP server that exposes Selenium 4 browser automation as MCP…
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| 45291 |
Search Indonesian regulations from any MCP-compatible AI assistant.
Pasal.id g…
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| 45292 |
mcp-malwarebazaar
Claim
Enables querying the abuse.ch MalwareBazaar database for malware samples by tag…
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| 45293 |
SIEMen
Claim
Enables AI agents to read, write, and search security findings, engagement memo…
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| 45294 |
Shopify MCP
Claim
Read-only Shopify Admin API MCP server for business reporting, exposing tools l…
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| 45295 |
osidb-mcp
Claim
MCP server for OSIDB (Red Hat Product Security's vulnerability management syste…
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| 45296 |
Jenkins MCP Server
Claim
Enables interaction with Jenkins CI jobs, including triggering and stopping bui…
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| 45297 |
jpzip MCP server
Claim
Enables to look up Japanese postal codes, convert zipcodes to addresses, search…
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| 45298 |
circuit-sim-mcp
Claim
Provides circuit simulation capabilities via MCP, enabling creation, simulation…
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| 45299 |
mcp-xray
Claim
A lightweight server that bridges the MCP protocol with the Atlassian Jira Xray…
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| 45300 |
WordPress MCP Server
Claim
Enables AI assistants to manage WordPress content, design, SEO, WooCommerce, an…
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