MCP Server Quality Scores

Independent quality analysis of 48148 public MCP servers

48148
Discovered
29619
Scored
2112
Verified
16952
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48101
halisyilboga
simple_mcp Claim
An educational MCP server that teaches implementing the Model Context Protocol …
N/A N/A
48102
solanabughunter-glitch
opensearch-mcp-server-py is a Model Context Protocol (MCP) server for OpenSearc…
N/A N/A
48103 N/A N/A 95
48104
Bigabou007-dev
An MCP server providing global soft-commodity data (cocoa, coffee, sugar, cotto…
48105
axel-belfort
Text sentiment analysis API for AI agents. Analyze sentiment (positive/negative…
81
48106
ZeroCoolZiemer
Provides structured access to Scripture through the BibleBridge API, enabling s…
81
48107
fieldcure
filesystem Claim
Secure MCP server for sandboxed filesystem operations with document parsing sup…
N/A N/A
48108
CSOAI-ORG
UK AI regulation compliance tools for AI agents. Capabilities: UK risk classifi…
N/A N/A
48109
balajifunny
A lightweight, extensible MCP server for Splunk Enterprise that enables secure,…
48110
gsc-em
GSC CPG to Retail Grocery Nodes. 2,235 banners across 28 markets. By GreenCore …
48111
Tankonyako
mcp-locator Claim
An MCP server that lets AI agents read and write locale JSON translation files …
N/A N/A
48112
axel-belfort
TCP port scanner API for AI agents. Scan any host for open/closed port status w…
81
48113
MCP-Mirror
Enables execution of SuperCollider synth code through the Model Context Protoco…
N/A N/A 95
48114
arjunkmrm
Linkup Claim
Access real-time web information and up-to-date facts from trusted sources. Ret…
81
48115
Godalo-ai
godalo Claim
Affiliate product search for AI agents. Merchant feeds, not web scraping. Works…
N/A N/A
48116
seraphinerenard
mcp-csv-analyst Claim 1
An MCP server that enables AI assistants to load, query, and analyze local CSV …
N/A N/A 95
48117
chainraydev-no4p
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
81
48118
KindTis
Enables AI agents to analyze Windows crash dumps by providing structured data o…
N/A N/A
48119
Saga-Labs
dora-mcp Claim
Multi-model AI image and video generator. 14 models behind one OAuth-secured MC…
48120
SolvoHQ
Live npm/PyPI dependency-health verdicts so AI agents stop recommending stale o…
N/A N/A
48121
HarimxChoi
Google search via Playwright with a warm Chrome profile. No API key, no proxies.
N/A N/A
48122
openmost
Enables AI models to interact with Matomo analytics through a complete MCP serv…
N/A N/A 95
48123
getmasv
masv Claim
Provides tools to use MASV API. MASV is reliable and secure large file transfer…
N/A N/A
48124
sapientsai
Enables AI assistants to interact with Microsoft 365 services (users, mail, cal…
48125
WinstonFassett
An MCP server that enables searching Genius.com for artists, songs, and albums,…
48126
jangjs1216
CVAT MCP Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
48127
benedikt-mh4x
AI cover letter generation for agents. 5 composable tools that analyze job post…
81
48128
Lohithry
divlens Claim
Real-time system diagnostics for AI agents — CPU, RAM, disk, network, hardware …
N/A N/A
48129
MAG-Cie
MCP server for Microsoft To Do via Microsoft Graph. MSAL device code flow, no c…
N/A N/A
48130
huhanghao1990
hhhtest Claim
N/A N/A 95
48131
seanshin0214
MCP-RAG Claim
Turns Claude Desktop into a personal document question-answering system using l…
N/A N/A 95
48132
Declade
Pseudonymizes PII before your LLM and returns a cryptographically signed receip…
N/A N/A
48133
MikeyBeez
Wraps AlphaGeometry2's DDAR engine to prove geometry theorems via symbolic reas…
N/A N/A
48134
Androsh7
Enables LLMs to create, destroy, and manage AWS EC2 instances, including runnin…
81
48135
DIALLOUBE-RESEARCH
BTC Decision Terminal for agents. 25 credits/day + intro (~32). HOLD free. Pass…
48136
JRafael2023
Enables AI assistants to manage multiple WordPress sites, create and publish co…
81
48137
MCP server for read-only MySQL database queries in Claude Desktop
N/A N/A 81
48138
Continuum-AI-Corp
OrcaRouter Claim
Browse 160+ LLM models and live pricing — no API key needed for catalog. Add ke…
N/A N/A
48139
CSOAI-ORG
sql-builder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48140
CSOAI-ORG
AI-powered translator pro ai MCP server for agents. Supports translate text, de…
N/A N/A 95
48141
wuxiaolong123121
Enforces engineering governance for AI-driven software projects, ensuring state…
48142
CSOAI-ORG
health-check-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48143
CSOAI-ORG
Healthcare Ai Governance automation via MCP. Includes classify samd, check cds …
N/A N/A
48144
CSOAI-ORG
readme-generator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48145
CSOAI-ORG
resume-parser-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48146
CSOAI-ORG
sentiment-analysis-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48147
islobodan
Cruncher Claim
Scientific calculator MCP server with 43 tools: arithmetic, trig, stats, unit c…
N/A N/A 95
48148
CSOAI-ORG
seo-checker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
Showing 48101–48148 of 48148 servers
« Prev 1 961 962 963