MCP Server Quality Scores

Independent quality analysis of 48680 public MCP servers

48680
Discovered
29623
Scored
2112
Verified
16952
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48651
zohar
Enables AI assistants to query bills, committees, and members from the Israeli …
N/A N/A
48652
chenzhaohua11
Enables video editing operations such as trimming, merging, adding audio/text/e…
N/A N/A
48653
FreelexHo
power-bi-mcp Claim
Power BI MCP server with device code auth, enhanced refresh (table-level pollin…
48654
SKULLFIRE07
Captures project memory automatically across AI coding sessions, injecting rele…
N/A N/A
48655
N3N-Seoul
Index your documents in Milvus for fast semantic search. Retrieve the most rele…
N/A N/A 95
48656
stablecoinxyz
A Model Context Protocol server that provides a secure wrapper around the Brale…
N/A N/A
48657
stefanstranger
MCP server for discovering and exploring Azure Verified Modules (AVM) from the …
48658
EvalVis
WebRead MCP Claim
Enables AI assistants to read webpages and perform web searches using DuckDuckG…
48659
waeckerlinfederowicz66-sketch
A Model Context Protocol server for FlowSpeech text-to-speech. It lets MCP-comp…
48660
ovo-hue
weather-mcp Claim
轻量天气MCP服务器,让Claude通过get_weather工具查询城市实时天气,无需API密钥。
N/A N/A
48661
hkopenai
Provides access to hotel room occupancy rate data in Hong Kong through a FastMC…
48662
edwardchoh
Exposes Apollo.io API functionalities as MCP tools for people and organization …
N/A N/A
48663
hope4b
Enables interaction with the Onto platform through MCP, providing tools for man…
48664
ignytehq
plunk-mcp Claim
A Model Context Protocol server for Plunk, the open-source self-hosted email pl…
N/A N/A
48665
DmitryKhali
Provides read access to Confluence Server/Data Center pages, sections, tables, …
48666
SMC-MCP Claim
Enables AI agents to analyze price action using Smart Money Concepts (market st…
N/A N/A
48667
An MCP server that enables agents to delegate asynchronous tasks to registered …
48668
sigvardt
MCP server for LinkedIn automation that enables AI agents to perform LinkedIn a…
N/A N/A
48669
Samir12218415
GhostMap v2 Claim
Exposes AI-augmented network reconnaissance and evasion capabilities as callabl…
N/A N/A
48670
lordbasilaiassistant-sudo
ThryxProtocol v3.1 — gasless AI agent launchpad on Base. 21 tools wrap thryx.fu…
N/A N/A
48671
A production-ready MCP server that authenticates agents via OAuth 2.1 Bearer to…
48672
Manage your Yahoo Fantasy Baseball team via Claude — check rosters, scout free …
N/A N/A
48673
T3CCH
CHARLIE Claim
Unified knowledge management and agent orchestration MCP server for Claude Code…
N/A N/A
48674
takada-at
A Python MCP server that retrieves and caches BigQuery metadata (datasets, tabl…
48675
SAYOUNCDR
MCP server for tracking personal expenses using FastMCP and SQLite, enabling ad…
N/A N/A
48676
smallke
cn-funds-mcp Claim
A China fund & stock data MCP server powered by EastMoney free API, enabling qu…
48677
wjddusrb03
Combines GitHub repository analysis, npm/PyPI package info, and deps.dev securi…
N/A N/A
48678
Donatoni
Accela MCP Claim
A Model Context Protocol server that wraps the Accela Construct API as a curate…
N/A N/A
48679
halvrenofviryel
An MCP trust boundary that produces signed, hash-chained evidence envelopes for…
N/A N/A
48680
lilium360
myBrAIn Claim
MCP server that provides persistent memory and contextual awareness to language…
N/A N/A
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