MCP Server Quality Scores

Independent quality analysis of 61082 public MCP servers

61082
Discovered
30016
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30051
zarfld
Connects AI coding agents to PreSonus StudioLive III mixers over the local netw…
N/A N/A
30052
AtefAndrus
An MCP server that wraps ripgrep to provide powerful text search, search-and-re…
N/A N/A
30053
assistance-micro-design
Zileo Docs Claim
MCP server for indexing, semantic search, and generation of multi-format docume…
N/A N/A
30054
raj123ritesh-ai
Enables AI models to search, retrieve, and analyze YouTube videos, channels, pl…
30055
deficlow
Zipp Claim
Multi-language crypto news with editorial sentiment + importance scoring; cites…
30056
blockventurechaincapital-crypto
Non-custodial BVCC Agent Wallet on-chain for AI agents: balances, transfers, ap…
N/A N/A
30057
kubeflow
Enables AI agents to plan, submit, monitor, and manage Kubeflow training jobs t…
30058
thomas-servais
Enables searching for French companies using the official data.gouv.fr API, wit…
30059
pinkpixel-dev
LLMSTXT-MCP Server Claim
MCP server that allows AI agents to fetch and process llms.txt documentation fr…
81
30060
adamanz
Enables AI coding assistants like Claude Code and Cursor to analyze and underst…
N/A N/A
30061
YanQiu0207
wxpush-mcp Claim
Wraps WeChat push capability as MCP tools, allowing users to send WeChat templa…
30062
poncheck
mcp-sling Claim
Enables interaction with the Sling scheduling and workforce management platform…
30063
o-kunimatsu
mcp-sql-api Claim
Enables natural language database querying through GPT-powered SQL generation a…
30064
patchwindow
seo-mcp Claim
MCP server that gives AI assistants live access to Google Search Console and Bi…
N/A N/A
30065
luminati-io
Discover, extract, and interact with the web - one interface powering automated…
81
30066
simonamsharp
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
81
30067
forgemeshlabs
Scans websites to evaluate agent-readiness and produce an ASO Score Report acro…
N/A N/A
30068
iflow-mcp
Provides AI agents with enterprise-grade access to Kotlin-based Android develop…
30069
CognitionAI
Enables AI assistants to interact with Metabase's analytics platform, managing …
30070
insidedcpulse-spec
Event-sourced world model for multi-LLM agents: propose, validate, and read a s…
30071
amessagee
mcp-1 Claim
N/A N/A 95
30072
CSOAI-ORG
license-checker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
30073
DaveEdge1
freecad-mcp Claim
Enables to control FreeCAD from Claude Desktop through MCP, allowing CAD operat…
N/A N/A
30074
survivorforge
Enables searching and retrieving details of 9,000+ MCP servers from the Agent A…
30075
wmarceau
canva-mcp Claim 1
MCP server for Canva - create designs, manage assets, use templates, export gra…
N/A N/A 83
30076
revelata
Fundamental data, including operating KPIs, you can't even find on Bloomberg — …
81
30077
daveosterjr
Enables AI assistants to create, design, and send physical postcards directly t…
81
30078
rkpraveendev
A personal AI assistant that connects git history, Gmail, Google Calendar, and …
N/A N/A
30079
allisonwhilden
An MCP Server that enables interaction with Zoom's API through the Multi-Agent …
N/A N/A 95
30080
KloutDevs
vscode-mcp Claim 1
An MCP server that gives Claude IDE capabilities inside VS Code and Cursor, ena…
N/A N/A 95
30081
tdyfy9
MCP Memory Claim
MCP Memory is a MCP Server that gives clients like Cursor and Claude the abilit…
30082
navid-kianfar
Persistent, searchable per-project memory for Claude Code using DuckDB and vect…
30083
hiltonbrown
A template for building MCP servers in Next.js applications using the Vercel MC…
81
30084
777genius
You're the boss, agents are your team. They handle tasks on their own, message …
N/A N/A
30085
KalvadTech
redmine-mcp Claim
A stateless MCP server for Redmine that allows users to interact with issues, t…
30086
belugatempo-dot
Enables real-time web search with source citations by leveraging Perplexity AI'…
N/A N/A 95
30087
kevinlupera
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
N/A N/A
30088
wangshuai6491
Enables comprehensive PDF analysis and manipulation including page size analysi…
N/A N/A 95
30089
kpphillips
Enables interaction with Autodesk ACC (Autodesk Construction Cloud) through the…
N/A N/A
30090
heroku
An MCP server for securely executing Python code, supporting STDIO, Streamable …
30091
nehaRoy25
Offers real-time stock prices, sector and historical analysis, top performers f…
30092
TheLlamainator
Enables AI assistants to control Adobe After Effects for composition, layer, ef…
N/A N/A
30093
shivamrawat2002
An AI-powered MCP server that extracts structured data from Indian identity doc…
N/A N/A
30094
cammac
IBANforge Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
81
30095
stylobridge Claim 1
Air-gapped Markdown/PDF to Word converter with brand templates and audit loggin…
N/A N/A 81
30096
garagon
Aguara MCP Claim
Security scanner for AI agent skills and MCP servers
N/A N/A 95
30097
ps-copilot-sandbox
Enables querying a curated book database using MCP tools to retrieve basic or d…
N/A N/A
30098
Easy8com
Easy8 Claim
Connect AI assistants to Easy8 — read and update projects, issues, and comments.
30099
quyensatoru
Enables AI to automatically perform Root Cause Analysis for app issues (e.g., s…
30100
fabrecamimarlik
mimari-ai Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
81
Showing 30051–30100 of 61082 servers
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