MCP Server Quality Scores

Independent quality analysis of 48900 public MCP servers

48900
Discovered
29683
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48851
mezallastudio
Connects AI assistants to Blender for controlling 3D modeling operations throug…
N/A N/A 95
48852
solanabughunter-glitch
opensearch-mcp-server-py is a Model Context Protocol (MCP) server for OpenSearc…
48853
axel-belfort
Text sentiment analysis API for AI agents. Analyze sentiment (positive/negative…
81
48854
ZeroCoolZiemer
Provides structured access to Scripture through the BibleBridge API, enabling s…
81
48855
balajifunny
A lightweight, extensible MCP server for Splunk Enterprise that enables secure,…
48856
gsc-em
GSC CPG to Retail Grocery Nodes. 2,235 banners across 28 markets. By GreenCore …
48857
Tankonyako
mcp-locator Claim
An MCP server that lets AI agents read and write locale JSON translation files …
N/A N/A
48858
arjunkmrm
Linkup Claim
Access real-time web information and up-to-date facts from trusted sources. Ret…
81
48859
axel-belfort
TCP port scanner API for AI agents. Scan any host for open/closed port status w…
81
48860
MCP-Mirror
Enables execution of SuperCollider synth code through the Model Context Protoco…
N/A N/A 95
48861
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
48862
KindTis
Enables AI agents to analyze Windows crash dumps by providing structured data o…
N/A N/A
48863
chainraydev-no4p
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
81
48864
openmost
Enables AI models to interact with Matomo analytics through a complete MCP serv…
N/A N/A 95
48865
SolvoHQ
Live npm/PyPI dependency-health verdicts so AI agents stop recommending stale o…
N/A N/A
48866
WinstonFassett
An MCP server that enables searching Genius.com for artists, songs, and albums,…
48867
sapientsai
Enables AI assistants to interact with Microsoft 365 services (users, mail, cal…
48868
getmasv
masv Claim
Provides tools to use MASV API. MASV is reliable and secure large file transfer…
N/A N/A
48869
jangjs1216
CVAT MCP Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
48870
benedikt-mh4x
AI cover letter generation for agents. 5 composable tools that analyze job post…
81
48871
MikeyBeez
Wraps AlphaGeometry2's DDAR engine to prove geometry theorems via symbolic reas…
N/A N/A
48872
seanshin0214
MCP-RAG Claim
Turns Claude Desktop into a personal document question-answering system using l…
N/A N/A 95
48873
huhanghao1990
hhhtest Claim
N/A N/A 95
48874
Androsh7
Enables LLMs to create, destroy, and manage AWS EC2 instances, including runnin…
81
48875
JRafael2023
Enables AI assistants to manage multiple WordPress sites, create and publish co…
81
48876
MCP server for read-only MySQL database queries in Claude Desktop
N/A N/A 81
48877
wuxiaolong123121
Enforces engineering governance for AI-driven software projects, ensuring state…
48878
CSOAI-ORG
readme-generator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48879
CSOAI-ORG
resume-parser-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48880
CSOAI-ORG
sentiment-analysis-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48881
islobodan
Cruncher Claim
Scientific calculator MCP server with 43 tools: arithmetic, trig, stats, unit c…
N/A N/A 95
48882
CSOAI-ORG
hash-utils-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48883
edholofy
eyepup Claim
Agentic visitor analytics — five tools that hand the next CRO fix to your codin…
48884
Cyoda-platform
Enables AI assistants to interact with Cyoda platform entities and workflows th…
48885
mosesy5688-cell
Free2AITools Claim
Search, rank, and compare 500K+ AI models from 13+ platforms with VRAM and li…
48886
CSOAI-ORG
csrd-compliance-mcp MCP server by MEOK AI Labs
N/A N/A
48887
dholliday3
A local MCP server that exposes Blacksmith.sh's usage and cost data, enabling q…
N/A N/A
48888
CSOAI-ORG
csoai-governance-crosswalk-mcp MCP server by MEOK AI Labs
N/A N/A
48889
az-coder-123
Enables LLMs to interact deeply with PostgreSQL databases—query data, manage sc…
48890
CSOAI-ORG
Children's privacy compliance: COPPA (US), FERPA (US edu), EU AI Act children's…
N/A N/A
48891
CSOAI-ORG
churn-predictor-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48892
PhialsBasement
A robust task scheduler server for scheduling and managing various types of aut…
N/A N/A
48893
shouldnotappearcalm
a-share-mcp Claim
提供A股实时行情、历史K线、财务报表、技术指标等全方位数据查询的MCP服务器,支持盘中即时更新及批量查询。
48894
markizano
An MCP server that exposes LDAP directory operations to AI agents, supporting f…
48895
YoushaaMurhij
Unified local MCP AI Gateway that routes across Groq, OpenRouter, Mistral, and …
48896
tesults
Tesults MCP Claim
Connect AI agents to your test results, insights, and targets. Query test runs,…
81
48897
cuenobi
mcp Claim
N/A N/A 95
48898
remote-jobs Claim 1
Search current remote / work-from-home jobs by category, region, perk, or compa…
67
48899
SamErics0012
magic-mcp Claim
N/A N/A 95
48900
2shin0
yt-mcp Claim
N/A N/A 95
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