MCP Server Quality Scores

Independent quality analysis of 49876 public MCP servers

49876
Discovered
29726
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49851
miguelplaza17
A deployable MCP server on Cloudflare Workers that allows you to create custom …
81
49852
pipeworx-io
Enables access to federal regulatory dockets, documents, and public comments fr…
49853
aws-samples
MCP server that exposes AWS Health API as tools for checking service health, ev…
49854
liveplex-cpu
fiber Claim
Optical ops MCP for AI DCs — gNMI, ML RUL, Digital Twin, NCCL, SPARQL semantic
N/A N/A 83
49855
AmeliaMiddleton
An MCP server that wraps The Movie Database (TMDB) API, enabling search for mov…
N/A N/A
49856
RavennaHQ
Allows LLMs to create, update, and retrieve tickets directly from the Ravenna h…
49857
bohachu
Provides MCP server for Google Slides API, enabling creation, reading, modifica…
49858
adeeljames
A lightweight MCP server that provides Claude Desktop with persistent memory ac…
N/A N/A
49859
ibidathoillah
Serve Indodax Public market data: server time, pairs, ticker, all tickers, summ…
49860
iamserge
Enables AI assistants to interact with Nexus projects, allowing management of p…
81
49861
cosimo
aidentity Claim
N/A N/A 95
49862
kaushik701
MCP server that wraps the NASA Space-Track API to provide tools for TLE lookup,…
49863
LaZZy0v0
Indian equity research MCP — 5,000+ NSE/BSE stocks, financials, KPIs, and conca…
N/A N/A
49864 N/A N/A 95
49865
top
TopYappers Claim
# TopYappers Social media intelligence for AI agents. Access viral content dis…
81
49866
MCP-Mirror
MCP SysOperator Claim 1
An MCP server for Infrastructure as Code that enables AI assistants to manage c…
81
49867
mycelia1
Enables AI assistants to generate Autodesk Fusion 360 Python scripts through na…
N/A N/A
49868
pipeworx-io
mcp-chembl Claim
Enables querying ChEMBL drug discovery database for molecules, targets, activit…
49869
isakskogstad
Enables searching and retrieving detailed information about Swedish companies, …
81
49870
NovadaLabs
Novada Proxy Claim
Enables AI agents to route HTTP requests through millions of real residential I…
49871
jrenaldi79
Enables interaction with Google Workspace services (Gmail, Calendar, Drive, Doc…
49872
EmptyRabbit
基于Model Context Protocol (MCP) 的测试用例生成服务,让AI助手根据上下文自动生成Markdown格式的测试用例,并可导出为Xmi…
49873
bobbyhiddn
Ordinal-MCP Claim
Implements a structured communication bus that allows AI agents to send 'oracle…
N/A N/A 95
49874
caiuschrom-a11y
mcp-patent Claim
MCP server for USPTO patent prior-art search, enabling keyword search, ranking,…
49875
WALTER-WRITES
Walter Remote MCP Server — AI humanization and detection tools
49876
chexma
vibeMK Claim
Enables complete management of CheckMK monitoring environments through natural …
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