MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40051
delty-inc
Enable AI assistants to perform real-time web searches, academic paper searches…
N/A N/A 95
40052
Zycroft
Godot MCP Claim
Enables AI assistants to interact with the Godot game engine by launching the e…
N/A N/A 95
40053
struq
struqvault Claim
N/A N/A 95
40054
certinia
An MCP server that gives AI assistants tools to analyze Salesforce Apex debug l…
N/A N/A
40055
AIFAIS
Headless document processing for AI agents. Invoice extraction, contract analys…
N/A N/A 95
40056
vitron-ai
alethia-mcp Claim
MCP bridge that lets any MCP client drive the Alethia runtime for agent-native …
N/A N/A
40057
AhmedLaminou
Local Windows management, diagnostics, security, cleanup, and optimization MCP …
N/A N/A
40058
naffss-eng
MCP server for a modular RAG system that enables natural language question answ…
N/A N/A 95
40059
pipeworx-io
Enables AI agents to query cryptocurrency data including prices, market cap, ra…
40060
DevMan57
A local voice interface providing high-performance speech recognition and natur…
N/A N/A 95
40061
jayvee6
LLM access to Apple Mail and iCloud via AppleScript. Read, search, compose, rep…
N/A N/A
40062
mcpland
mock-mcp Claim
Generates schema-compliant mock data from OpenAPI JSON Schema definitions using…
N/A N/A
40063
spitimage
chart-mcp Claim
Renders interactive Chart.js charts inside MCP hosts like Claude Desktop, enabl…
N/A N/A
40064
jijiutong
A desktop MCP service that integrates voice assistants into Mac workflows, enab…
N/A N/A
40065
lazymac2x
Cloudflare Workers MCP server: font-metadata
40066
automatikstudio
An AI-powered server that generates realistic, customizable customer testimonia…
81
40067
proxenio
Enables AI agents to discover and interact with Proxenio's verified intent netw…
40068
Ansvar-Systems
Provides access to 1,709 Icelandic statutes and 19,026 provisions with full-tex…
40069
msquitieri
jmeter-mcp Claim
Integrates Apache JMeter with AI assistants to run and manage load tests throug…
N/A N/A 95
40070
ahump20
mlb-api-mcp Claim
N/A N/A 95
40071
ssmanji89
Model Context Protocol server for interacting with the HaloPSA API, enabling AI…
81
40072
cafeasp
netsuite-mcp Claim
Enables AI assistants to query and manage NetSuite data via natural language, s…
40073
lightning-faucet
Give your AI agent a Bitcoin wallet. Send and receive Lightning payments, check…
N/A N/A 95
40074
sesameM
基于MCP协议的学术论文智能检索与分析平台,支持12个数据库并行搜索、PDF全文解析、文献管理双向同步及多平台自动推送。
N/A N/A
40075
caplandorlespan
MD Vision Claim
MCP server that enables AI assistants to open files and highlight ranges in a r…
N/A N/A
40076
mbrummerstedt
A read-only MCP server for exploring and analyzing a Secoda data catalog, enabl…
81
40077
andyleimc-source
Wraps all Tencent Ads Marketing API v3.0 endpoints as MCP tools, enabling AI as…
40078
ICS-cz
clariBI Claim
AI business intelligence: sign up, ingest data, run analyses, generate reports …
40079
CtrlAltAdapt
A Model Context Protocol (MCP) server that provides AI assistants with access t…
N/A N/A
40080
HelloThisIsFlo
A production-grade MCP server that exposes OmniFocus as structured task infrast…
N/A N/A
40081
Lasitha-Jayawardana
Loads CSV files into a temporary SQLite database and provides comprehensive dat…
40082
ronkommoji
A filesystem-based MCP server that turns any MCP-capable AI agent into a conver…
N/A N/A
40083
donald-ada
clickhouse Claim
Enables AI assistants to query and manage ClickHouse databases, supporting SELE…
40084
PlatAid
Read-only MCP server for querying, analyzing, and reporting Kakao Moment ad dat…
40085
arnavranjan005
Socket.IO-style telemetry for MCP servers. Instrument a tool call with a few li…
N/A N/A
40086
weikio
Provides AI-assisted guidance for the Weik.io integration platform, enabling pl…
40087
stanley17112000-1yps
**GetCurrentOffer** is a remote MCP server that lets AI agents search live cred…
81
40088
BusyBee3333
Complete MCP server for Calendly API v2 with 40+ tools and 12 interactive React…
40089
megaacheyounes
Brings HarmonyOS and OpenHarmony English documentation to AI assistants for ins…
40090
bitmaster162
continuityos Claim
An MCP server offering hybrid memory recall and continuity tools for AI agents.…
N/A N/A
40091
skromesch
mcplogview Claim
Exposes configured log files as MCP tools, enabling agents to list, query, and …
40092
schuang
Converts linear Markdown documents into styled Google Slides presentations with…
N/A N/A
40093
easyweek-fvmn
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
N/A N/A 95
40094
clchinkc
story-mcp Claim
Enables writers and researchers to manage large Markdown documents with AI-powe…
40095
AJBogo9
Connects Claude Code to SuperCollider for AI-driven music composition, supporti…
N/A N/A
40096
theYahia
MCP server for ATOL Online fiscal receipt API. Enables 54-FZ compliant receipt …
40097
vaxosv
Gives AI agents live research and image generation capabilities by automating a…
N/A N/A
40098
szhygulin
Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, …
N/A N/A 67
40099
buttonmonkey
mcp-loom Claim
An MCP proxy server that intercepts large tabular tool results, ingests them in…
N/A N/A
40100 N/A N/A 95
Showing 40051–40100 of 67181 servers
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