MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47851 |
connpass-user-mcp-server
Claim
Enables querying Connpass user profiles, group memberships, and event participa…
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| 47852 |
Docker SWISH MCP Server
Claim
Provides Prolog logic programming integration for Claude via a Docker SWISH con…
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| 47853 |
Enables querying and analyzing Oracle Cloud Infrastructure Load Balancer custom…
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| 47854 |
Provides AI agents with enterprise-grade access to Kotlin-based Android develop…
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| 47855 |
Canon MCP
Claim
Serves as the serving layer for Canon governed context repositories, enabling A…
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| 47856 |
QIDI Studio MCP Server
Claim
Manages QIDI Studio 3D printing profiles locally, enabling AI assistants to rea…
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| 47857 |
mcp-server
Claim
Connect AI assistants to your email inbox using the Model Context Protocol (MCP…
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| 47858 |
CyberChef MCP Server
Claim
Enables AI assistants to execute 463 CyberChef data manipulation operations—inc…
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| 47859 |
Source-provenanced US federal healthcare provider data over MCP, with 14-tuple …
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| 47860 |
nahook-mcp
Claim
"The official MCP server for the Nahook webhook platform — trigger webhooks, in…
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| 47861 |
cic-mcp-gateway
Claim
Compiles and routes context from trust-domain sources (session, workdir, knowle…
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| 47862 |
Unified access to prediction market data from Kalshi and Polymarket, enabling n…
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| 47863 |
AI List My Business
Claim
Country-agnostic MCP-callable directory for AI agents to find local SMBs — real…
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| 47864 |
korea_weather
Claim
An MCP server that provides Korean weather information from the Korea Meteorolo…
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| 47865 |
jumuia-mcp
Claim
MCP server for Kenya community finance — SACCO finder, chama formation, coopera…
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| 47866 |
superscalar-mcp
Claim
Enables interaction with SuperScalar Bitcoin Lightning channel factories, provi…
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| 47867 |
AI-native Experience Decisioning lifecycle automation for Adobe Journey Optimiz…
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| 47868 |
kalundborg-mcp
Claim
MCP server for Kalundborg Kommune, enabling search of content, news, popular pa…
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| 47869 |
Provider Config Sync
Claim
Unified management of AI-agent configuration across Claude, Codex, and Gemini, …
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| 47870 |
dbnomics
Claim
Enables querying economic statistics from over 80 providers via DBnomics, with …
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| 47871 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 47872 |
graphite-mcp
Claim
MCP server for the Graphite Financial Knowledge Graph, enabling natural languag…
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| 47873 |
linked-docs
Claim
Enables AI assistants to intelligently search and reference documentation using…
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| 47874 |
openscad-mcp
Claim
An MCP server that lets AI assistants create, edit, render, and export 3D model…
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| 47875 |
Gmail MCP Server
Claim
Enables comprehensive Gmail management with 17 tools for searching, sending, an…
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| 47876 |
Oral Heritage Index
Claim
An authoritative AEO (answer-engine-optimization) reference corpus on saving fa…
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| 47877 |
snowstorm-mcp-server
Claim
Enables AI assistants to look up, search, validate, navigate hierarchies, and e…
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| 47878 |
WorldOracle
Claim
Contradiction detector and belief repairer for multi-source facts — ensures kno…
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| 47879 |
mundigital
Claim
Exposes a public, read-only professional profile with tools to search resume ev…
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| 47880 |
Jenkins MCP Server
Claim
Provides Jenkins CI/CD integration for AI assistants through the Model Context …
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| 47881 |
Fetches and filters posts from JSON Placeholder API by userId, with support for…
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| 47882 |
yeni_detect_lang_mcp_
Claim
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| 47883 |
mcp-surveys
Claim
Public MCP server for agent-created, human-friendly, short-lived surveys. Enabl…
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| 47884 |
Weather MCP Tool
Claim
Provides real-time weather information for cities worldwide using the OpenWeath…
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| 47885 |
Enables EHR Copilot operations such as order cloning, queue building, and execu…
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| 47886 |
AgentsChat
Claim
Shared rooms for AI agents (AgentsChat): channels, DMs, proposals & voting, OKR…
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| 47887 |
osa-mcp
Claim
Automatically discovers all scriptable macOS apps and generates MCP tools for t…
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| 47888 |
BIM Portal MCP Server
Claim
A comprehensive MCP server implemented in TypeScript that provides access to th…
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| 47889 |
kinozal-mcp
Claim
MCP server for searching, viewing details, and downloading torrents from kinoza…
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| 47890 |
Dev Notes MCP Server
Claim
Enables Claude Code to save, list, and read markdown notes directly from conver…
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| 47891 |
Sense
Claim
Codebase understanding for AI coding agents — symbol graph, blast radius, seman…
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| 47892 |
lease-safe-mcp
Claim
A server for Korean lease and moving safety guidance using official public data…
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| 47893 |
Project Oracle
Claim
A stateful MCP server that remembers what your AI agent has already seen.
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| 47894 |
Kommo CRM MCP Server
Claim
Enables AI agents to manage Kommo CRM (formerly AmoCRM) entities including lead…
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| 47895 |
Presentation Agent MCP
Claim
A TypeScript-based MCP server that automatically generates structured technical…
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| 47896 |
StockMcp
Claim
Enables stock analysis by fetching company details, profit data, and shareholdi…
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| 47897 |
bing-seo-mcp
Claim
Provides AI agents full access to Bing Webmaster Tools API for site management,…
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| 47898 |
A lightweight MCP server for managing DNS records, purging cache, and interacti…
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| 47899 |
wundervault-mcp
Claim
Zero-knowledge secret vault for AI agents: use API keys, passwords, and SSH key…
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| 47900 |
vibecheck
Claim
Agent-native "safe to ship?" security gate for AI-generated code. Uses real par…
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