MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 1 hour, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42301 |
string-utils-ai-mcp
Claim
String Utils Ai tools for AI agents. Capabilities: slugify, camel to snake, tru…
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| 42302 |
nano-banana-mcpv2
Claim
Enables AI image generation and editing using Google's Gemini Multimodal Image …
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| 42303 |
web-perception-mcp
Claim
A DOM-first, vision-second MCP server for webpage analysis, combining structura…
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| 42304 |
wa-bridge
Claim
A self-hosted WhatsApp bridge that exposes a stdio MCP server with ~20 tools fo…
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| 42305 |
QA Automation MCP Server
Claim
An AI-powered QA automation tool that crawls web pages, generates Playwright-ba…
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| 42306 |
MMWRAG
Claim
Bilingual RAG for scientific literature with search-only MCP server. Enables hy…
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| 42307 |
cursor_admin_mcp
Claim
A cross-platform MCP server providing secure, user-approved privilege escalatio…
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| 42308 |
An MCP server for the Pluggy Open Finance Brazil API, enabling connection to ba…
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| 42309 |
Advocu MCP Server
Claim
Enables Google Developer Experts, Docker Captains, and Microsoft MVPs to submit…
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| 42310 |
youtube-mcp
Claim
Enables YouTube search, video details, channels, playlists, and comments scrapi…
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| 42311 |
LyricsGenius MCP Server
Claim
An MCP server that enables searching Genius.com for artists, songs, and albums,…
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| 42312 |
GRC MCP Server
Claim
Enables AI agents to interact with IBM OpenPages GRC platform through a standar…
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| 42313 |
mcp-wikijs-mv
Claim
MCP server for Wiki.js with full GraphQL API coverage, fine-grained permissions…
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| 42314 |
AGH Mail MCP Server
Claim
Enables Claude to read and send emails from your AGH University mailbox via IMA…
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| 42315 |
surf-mcp-server
Claim
A server for querying surf spot data and searching spots, with tools to list re…
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| 42316 |
A unified MCP server for querying and managing multiple database types (Postgre…
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| 42317 |
Duckle MCP Server
Claim
Duckle ships its own Model Context Protocol server, so Claude can browse the fu…
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| 42318 |
ziwei-mcp
Claim
Zi Wei Dou Shu (Chinese astrology) charting MCP server. Generates complete ziwe…
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| 42319 |
polyu-estudent-mcp
Claim
A local MCP server that lets Claude Code operate the PolyU eStudent portal to c…
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| 42320 |
Enables automated LinkedIn lead generation and outreach through profile search,…
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| 42321 |
Netlify MCP Server
Claim
Follows the Model Context Protocol to enable code agents to use Netlify API and…
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| 42322 |
apitype
Claim
Enables AI assistants to generate TypeScript types, Zod schemas, TypeBox, and J…
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| 42323 |
MCP Object-Authz Lab
Claim
A self-hostable, vulnerable-by-design MCP server for learning how object-level …
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| 42324 |
sec-edgar-mcp
Claim
Hosted MCP server that gives AI agents real-time access to SEC EDGAR filings se…
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| 42325 |
GitLab MCP
Claim
Exposes the GitLab REST API to MCP clients for managing projects, issues, merge…
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| 42326 |
kimi-bridge
Claim
An MCP server that enables WorkBuddy to invoke the kimi-code CLI locally via MC…
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| 42327 |
mcp-project-search
Claim
A project search MCP server based on Milvus vector database, supporting semanti…
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| 42328 |
pinterest-vision-mcp
Claim
MCP server that gives AI agents visual intelligence — search Pinterest, analyze…
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| 42329 |
tradingview-mcp-codex
Claim
A Codex-first MCP server that bridges TradingView Desktop via Chrome DevTools P…
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| 42330 |
tickward MCP
Claim
OAuth MCP server providing thin edge adapter access to the tickward public API …
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| 42331 |
mcp-locator
Claim
An MCP server that lets AI agents read and write locale JSON translation files …
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| 42332 |
mcp-server-demo
Claim
Provides tools for calculating math expressions and querying weather, demonstra…
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| 42333 |
TuskPoint Checkpoints
Claim
MCP server for managing verifiable LangGraph agent state on Walrus, enabling ex…
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| 42334 |
MCP Hub Server
Claim
An app store for AI agents. Discover, search, and install 49+ MCP servers from …
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| 42335 |
navi-x402-mcp
Claim
Enables AI agents to access paid tools like crypto prices, weather, translation…
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| 42336 |
@friday-ai-codes/mcp
Claim
Provides MCP tools for Friday AI, enabling code indexing, Graph RAG, coding pla…
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| 42337 |
sap_2000_api_python_mcp4
Claim
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| 42338 |
Currency Exchange
Claim
Convert amounts between currencies with up-to-date rates. Get accurate conversi…
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| 42339 |
kubesearch-mcp
Claim
Enables LLMs to search Flux HelmReleases and Argo Applications from kubesearch.…
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| 42340 |
SIFTGuard
Claim
Enables autonomous digital forensics and incident response by wrapping SIFT Wor…
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| 42341 |
scifinder-route-mcp
Claim
MCP server for indexing and searching reaction-step-level synthesis routes from…
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| 42342 |
shebanq-mcp
Claim
Enables users to ask plain-language linguistic questions about the Hebrew Bible…
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| 42343 |
gtfs-pro-mcp
Claim
MCP server that provides tools for querying live transit data (stops, departure…
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| 42344 |
MIDL MCP Server
Claim
Enables AI assistants to interact with the MIDL blockchain, supporting smart co…
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| 42345 |
claude-halopsa-mcp
Claim
Enables Claude to interact with HaloPSA by authenticating via Azure CLI and fet…
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| 42346 |
Delta-MCP
Claim
Token-efficient MCP reimplementation with progressive tool discovery, result ha…
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| 42347 |
GPT MCP Service
Claim
Private OAuth-backed MCP server for ChatGPT, supporting GPT Apps via MCP Stream…
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| 42348 |
iMovie MCP Server
Claim
An MCP server that enables AI-powered video editing with iMovie on macOS.
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| 42349 |
Enables AI-powered control and automation of Vectorworks 2024/2025 on Windows v…
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| 42350 |
#docs
Claim
A documentation MCP server, such that you can ask a question like:
- "How do I…
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