MCP Server Quality Scores
Independent quality analysis of 62421 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62301 |
GMA2 MCP
Claim
An MCP server that lets AI assistants control grandMA2 lighting consoles via Te…
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| 62302 |
Web Tools MCP
Claim
Multi-engine web search and content extraction MCP server with 10 sources, 4-wa…
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| 62303 |
MCP Cloudflare DNS
Claim
Cloudflare DNS MCP server: manage zones, records, cache purge, and page rules.
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| 62304 |
Spotify MCP
Claim
Enables searching and managing Spotify playlists, tracks, and user information …
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| 62305 |
srgssr-mcp
Claim
MCP server connecting AI models to SRG SSR public APIs – weather, TV/radio meta…
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| 62306 |
mcp-namecheap
Claim
Comprehensive MCP server for the Namecheap API, enabling domain management, DNS…
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| 62307 |
frappe-mcp-server
Claim
A secure, audit-logged MCP server for Frappe that exposes specific DocTypes and…
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| 62308 |
Cognitive Browser
Claim
105-tool browser automation with cognitive user simulation, visual testing, per…
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| 62309 |
xero-mcp-server
Claim
An MCP server that enables AI assistants to read and write Xero accounting data…
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| 62310 |
mcp-server-oci
Claim
Enables interaction with Oracle Cloud Infrastructure through the MCP protocol. …
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| 62311 |
fakao-mcp
Claim
MCP server for Chinese bar exam (法考) preparation with 2,027 past questions, cha…
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| 62312 |
SQLMind
Claim
An MCP server that provides SQL generation, validation, transpilation, and sche…
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| 62313 |
erdlens
Claim
MCP server that reads your database schema from SQL DDL, Prisma, Drizzle, TypeO…
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| 62314 |
obsidian-mcp
Claim
MCP server running inside Obsidian that provides AI assistants with native acce…
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| 62315 |
vcluster-mcp
Claim
Provides tools for managing vcluster instances, enabling AI assistants to list,…
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| 62316 |
memory-decay
Claim
An MCP server that implements memory with decay mechanics, allowing AI agents t…
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| 62317 |
mcp-vcd
Claim
Enables AI assistants to analyze hardware simulation VCD waveforms and GTKWave …
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| 62318 |
cyberrescue
Claim
A locally-hosted MCP (Model Context Protocol) server that gives Claude real too…
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| 62319 |
Product MCP
Claim
MCP server for ERP product operations that enables AI agents to precheck produc…
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| 62320 |
garmin-connect-mcp
Claim
A Model Context Protocol (MCP) server that provides comprehensive access to Gar…
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| 62321 |
Hello
Claim
Send a friendly greeting to any name. Use it for quick sanity checks and onboar…
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| 62322 |
MCP server for Google Docs, Sheets & Drive with full formatting support.
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| 62323 |
mergestat-mcp
Claim
Enables SQL queries against git repositories via MergeStat, allowing users to a…
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| 62324 |
httptoolkit-mcp
Claim
MCP server for intercepting and mocking HTTP(S) traffic via a Mockttp proxy, wi…
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| 62325 |
Smithery
Claim
Enable seamless integration of AI agents with external data sources and tools t…
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| 62326 |
karst
Claim
Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.
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| 62327 |
Datadis MCP Server
Claim
Enables AI agents to access and analyze Spanish electricity consumption data vi…
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| 62328 |
XiaoZhi MCP Bridge
Claim
Bridges MCP for XiaoZhi AI agent using Cloudflare Workers + Durable Objects, ma…
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| 62329 |
mcp-server-pdf
Claim
An MCP server that downloads PDF files from URLs and converts them to Markdown …
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| 62330 |
Memory MCP Server
Claim
An agentic memory system that enables AI assistants to store, search, and manag…
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| 62331 |
sg-weather-mcp
Claim
Wraps NEA's 2-hour weather forecast API to provide rain alerts for central Sing…
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| 62332 |
@furlpay/travel-mcp
Claim
Enables AI agents to autonomously search, pay, and book travel by integrating T…
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| 62333 |
yuppie-mcp-tts
Claim
Provides text-to-speech synthesis using Microsoft Edge's free TTS engine, suppo…
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| 62334 |
wps-office-mcp
Claim
Integrates AI assistants with WPS Office to automate operations across Writer, …
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| 62335 |
mcp-tools-sql
Claim
Provides safe, configurable SQL database access via MCP tools, enabling schema …
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| 62336 |
polynodes-osc-mcp
Claim
MCP server for controlling PolyNodes spatial sonic synthesis via OSC, allowing …
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| 62337 |
census-geocoding-mcp
Claim
Provides access to the U.S. Census Bureau Geocoding Services API, enabling geoc…
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| 62338 |
ollama-code-mcp
Claim
An MCP server that lets Claude Code delegate coding tasks such as code generati…
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| 62339 |
A specialized MCP server that allows AI coding assistants to send direct messag…
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| 62340 |
Cortex Gateway
Claim
A federated MCP gateway that consolidates multiple plain-HTTP backends into a s…
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| 62341 |
ConsumerSim MCP Proxy
Claim
Exposes forecast lookup tools for consumer spending predictions across regions …
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| 62342 |
xcom-wingman
Claim
A local MCP server enabling tactical advisors to semantically and keyword searc…
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| 62343 |
그때 뭐랬지?
Claim
A personal memory MCP server that stores and retrieves conversation memories, e…
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| 62344 |
mcp-bing-webmaster
Claim
Provides secure, read-only access to Bing Webmaster Tools analytics and non-des…
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| 62345 |
mcp-rag
Claim
Enables semantic search and question answering over a knowledge base using hybr…
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| 62346 |
figjam-context-mcp
Claim
Exposes tools to ingest FigJam boards, retrieve context summaries, and answer f…
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| 62347 |
healthsec-mcp
Claim
Enables AI agents to evaluate clinical AI models for adversarial robustness, pr…
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| 62348 |
Gemini Image MCP Server
Claim
Enables image generation and prompt enhancement within Claude.ai by leveraging …
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| 62349 |
OSV-Scanner-MCP
Claim
Enables scanning Java (Maven) projects for known vulnerabilities via natural la…
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| 62350 |
MEK-MCP
Claim
Enables searching the Hungarian Electronic Library (MEK) for books, authors, su…
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