MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 4 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40501 |
A Model Context Protocol server for Zoho Site24x7 that uses a JavaScript sandbo…
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| 40502 |
lm
Claim
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| 40503 |
cloud-audit-mcp
Claim
Cloud security audit tools for AI agents that provide direct access to cloud AP…
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| 40504 |
openapi-mcp-gateway
Claim
Mount multiple OpenAPI specs or a FastAPI app as MCP servers in one process, ex…
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| 40505 |
x402 MCP Proxy
Claim
A local MCP proxy that connects to remote MCP servers and automatically handles…
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| 40506 |
Frame Pulse MCP
Claim
Provides AI agents with real-time system monitoring and control for creative wo…
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| 40507 |
Pingera MCP Server
Claim
A Model Context Protocol (MCP) server for the Pingera monitoring service, provi…
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| 40508 |
Generates API documentation in Confluence from Swagger/OpenAPI specs or NestJS …
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| 40509 |
Visual Annotation MCP
Claim
A Model Context Protocol server that lets an LLM open web pages, list interacti…
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| 40510 |
mcp-testweather
Claim
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| 40511 |
meticulous-mcp
Claim
MCP server for controlling Meticulous espresso machines via Claude and other AI…
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| 40512 |
A2A MCP Server
Claim
A centralized server that tracks and manages connected agents, providing a web …
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| 40513 |
indic-normalize-mcp
Claim
Enables Indic-language transliteration and normalization of Indian names and ad…
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| 40514 |
TossInvest MCP
Claim
Enables querying Korean and US stock information, quotes, account assets, and o…
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| 40515 |
Business MCP Server
Claim
Enables AI to query a business database for customers, orders, and revenue usin…
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| 40516 |
garmin-mcp
Claim
Enables AI assistants to read Garmin activities and create/schedule structured …
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| 40517 |
wefact-mcp
Claim
Enables natural language interaction with the WeFact invoicing platform, allowi…
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| 40518 |
trustsource
Claim
x402-paid domain verification for AI agents — trustscore, SSL, security headers…
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| 40519 |
AI Incident Law
Claim
Public-record corpus of AI litigation, regulation, and enforcement, anchored to…
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| 40520 |
remote-mcp-server
Claim
Deploys a remote MCP server on Cloudflare Workers with OAuth login, enabling to…
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| 40521 |
Discogs
Claim
Discogs MCP — music release / artist / label database
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| 40522 |
SharePoint-Cleyrop MCP
Claim
Enables users to access SharePoint files via Microsoft Graph and transfer them …
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| 40523 |
mcp-shlink
Claim
Enables AI assistants to interact with a Shlink URL shortening instance, allowi…
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| 40524 |
RePythonNET-MCP
Claim
Enables static analysis and patching of .NET binaries through decompilation, IL…
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| 40525 |
mcp-server
Claim
A demonstration MCP server for educational purposes, showcasing how to build an…
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| 40526 |
MCP AI Chat Server
Claim
A Laravel-based AI-powered chat interface for business management operations, e…
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| 40527 |
MCP Server Template
Claim
A production-ready TypeScript template for building MCP servers with dual trans…
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| 40528 |
api-request-deduplicator
Claim
Cloudflare Workers MCP server: api-request-deduplicator
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| 40529 |
gfhf
Claim
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| 40530 |
fetch
Claim
Fetches web pages and converts them to markdown for LLM consumption, supporting…
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| 40531 |
NANO MCP Server
Claim
MCP server for NANO cryptocurrency operations, enabling AI agents to generate w…
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| 40532 |
angr-api-mcp
Claim
MCP server for angr binary analysis API workflow retrieval. Extracts real API u…
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| 40533 |
DevSpeak
Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
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| 40534 |
KnowBe4 MCP Server
Claim
Enables AI assistants to interact with KnowBe4 security awareness training data…
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| 40535 |
Roblox 3D Generator MCP
Claim
Generates JSON for Roblox Studio 3D models from natural language prompts using …
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| 40536 |
SyncContext
Claim
MCP server that provides a shared semantic memory layer for AI coding agents, e…
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| 40537 |
mcp-doaj
Claim
Enables searching and retrieving open-access journals and articles from the Dir…
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| 40538 |
Check a counterparty's verifiable Credda trust record; verify or present signed…
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| 40539 |
palisade
Claim
Monitor and manage email authentication (SPF, DKIM, DMARC, MTA-STS, BIMI) for y…
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| 40540 |
xiangguangyu-mcp-skills
Claim
252 AI Skills: MBTI, fact-check, deep analysis. Alipay pay-per-use. Free 10 cal…
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| 40541 |
@lpm-registry/mcp-server
Claim
MCP server for the LPM package registry, enabling AI tools to search, browse so…
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| 40542 |
Onshape MCP Server
Claim
Enables programmatic CAD modeling with Onshape through document discovery, para…
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| 40543 |
AI-native commercial disruption intelligence for MCP clients and x402-powered a…
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| 40544 |
HiveAttest
Claim
Pre-action attestation perimeter for AI agents — 8 primitives, signed C18 recei…
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| 40545 |
inkmotion
Claim
Turn a topic, URL, or document into a narrated, animated explainer video.
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| 40546 |
markdown-publish
Claim
Enables AI to search, retrieve, list notes, and get backlinks from a published …
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| 40547 |
TuringCorp MCP Server
Claim
A remote MCP server template for Cloudflare Workers that enables deployment of …
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| 40548 | — | |||||||||
| 40549 |
Dev Memory MCP Server
Claim
Persistent development memory server that automatically captures and organizes …
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| 40550 |
arxiv-personalized
Claim
Transforms Chinese queries into ranked arXiv paper recommendations, with transl…
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