MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29453
Scored
2111
Verified
16952
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38601
CleanCodeStar
Enables AI assistants to interact with PostgreSQL databases through MCP, suppor…
38602
basilalshukaili
Agent Broker Claim
AI agents find, message & book SMBs; pay per call in USDC on Base via x402. 14 …
38603
thiagoaramizo
A clean architecture backend API that registers and semantically searches data …
38604
hkopenai
Provides access to Hong Kong financial data like business registrations, mortga…
38605
dullroar
metadata_mcp Claim
Reads and writes metadata across images, audio, video, documents, and text file…
N/A N/A
38606
iflow-mcp
figma-mcp Claim
Enables AI coding agents to access Figma files and prototypes, allowing them to…
38607
vercel-labs
Helps migrate projects from AI SDK 4.x to 5.0 by generating a migration checkli…
38608
LinkForty
Connects AI assistants like Claude and Cursor to LinkForty deep links and analy…
38609
mariomosca
Integrates Rize.io's time tracking and productivity analytics with AI assistant…
38610
prenats
An MCP server that enables Claude Code to generate context-aware images using l…
N/A N/A
38611
Quiet-Victory-Labs
RunContext Claim
Enables AI agents to understand and query your database safely by providing a s…
N/A N/A
38612
niklaserik
effect-mcp Claim
A Model Context Protocol server that provides real-time access to Effect ecosys…
38613
fastmcp-me
mcp-outline Claim
A Model Context Protocol server for interacting with Outline document managemen…
38614
symbiomind
Persistent semantic memory for AI agents using PostgreSQL and vector embeddings…
38615
Szotasz
An MCP server for the Billingo invoicing API (v3) that enables AI assistants li…
38616
reloadcz
mcp-csu Claim
Provides AI assistants direct access to 700+ statistical datasets about the Cze…
38617
10CG
Generic MCP server exposing Nexusm core capabilities (memory, conversation, kno…
38618
beepboop2025
A comprehensive MCP server with 37 tools for PDF operations including reading, …
N/A N/A
38619
lhseokool
A boilerplate for building and deploying MCP servers on Vercel, featuring examp…
38620
noritaka88ta
Enables delegation of work to AI agents with cryptographic verification and tok…
N/A N/A
38621
ryanfren
AgentCloak Claim
A proxy service that sits between AI agents and email, providing safe access wi…
38622
awslabs
Enables AI agents to assess AWS environments against the AWS Security Reference…
38623
muhammedehab35
Enables Claude to store and retrieve information with semantic search using Qdr…
38624
Addono
gh-attach Claim
Enables AI applications to upload images and videos to GitHub issues, pull requ…
38625
sparxit
Enables natural language interaction with local SQLite databases through Claude…
N/A N/A
38626
hkopenai
Provides access to Hong Kong climate and weather data from the Hong Kong Observ…
38627
PTTG-IT
Integrates with Service Desk Plus Cloud API to enable AI assistants perform CRU…
38628
Aradotso
OpenAra Claim
An open-source local MCP server for macOS that provides desktop control tools (…
N/A N/A
38629
jagoff
Local-first MCP server for Obsidian vaults with 66 tools for reading, writing, …
N/A N/A
38630
asicojp
sparksheets Claim
Enables AI-powered document platform integration for Claude Code, Cursor, and C…
38631
karellen
Provides LLM clients with structured code intelligence through LSP servers, ena…
N/A N/A
38632
nkbud
Exposes ATTOM's real estate API as MCP tools, enabling property details, valuat…
38633
ykuwai
ppt-mcp Claim
An MCP server that provides real-time control of Microsoft PowerPoint via COM a…
N/A N/A
38634
thein-art
Enables interaction with Google Search Console via MCP, offering search analyti…
38635
bgigurtsis
aegis-mcp Claim
Provides AI coding agents with deterministic security requirements, approved pa…
N/A N/A
38636
PyPtt
Enables AI clients to log in and interact with the PTT bulletin board system vi…
N/A N/A
38637
aigentive
Enables conversational analysis of YouTube videos using Gemini 2.5 Pro, support…
38638
snyk-labs
Provides a tool to fetch npm package information via the Model Context Protocol.
38639
kunickiaj
codemem Claim
Persistent memory MCP server that captures coding session context and automatic…
N/A N/A
38640
muslus
WetLab-MCP Claim
Enables AI-assisted molecular biology experiment design with tools for qPCR pri…
N/A N/A
38641
bharathmadvar123
Enables secure Kubernetes operations with configurable security modes, supporti…
38642
chdb-io
chdb-mcp Claim
An MCP server for chDB, the in-process SQL OLAP engine powered by ClickHouse. L…
N/A N/A
38643
zduggem
pessoal Claim
N/A N/A 95
38644
kimhailey
A boilerplate for building MCP servers using TypeScript, with example tools lik…
N/A N/A
38645
UltraStarz
x402-sms Claim
Pay-per-call MCP server. $0.03 USDC sends one transactional SMS to a US phone n…
N/A N/A
38646
templetwo
An MCP server providing 82 tools for persistent memory, governance, and conscio…
38647
BillyBunn
MCP server for privacy-gated local Apple data access including Mail, Messages, …
N/A N/A
38648
VISHAL-MK
A simple MCP server demonstrating tools, resources, and prompts for weather dat…
38649
openjkai
secscan-mcp Claim
MCP server for Cursor that scans codebases for security issues including hardco…
N/A N/A
38650
shafeequealipt-dotcom
Enables grounding AI responses in a local document corpus by exposing MCP tools…
N/A N/A
Showing 38601–38650 of 43430 servers
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