MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
24901
gomarble-ai
Bridges STDIO-based MCP clients with SSE-based MCP servers, allowing applicatio…
81
24902
shahil-yadav
Enables real-time weather data streaming through a secure MCP server. Features …
81
24903
lirad
A Shopify-focused MCP server that enables AI agents to manage store operations …
81
24904
VRUSHIL1
A comprehensive integration that allows AI models to interact with Telegram acc…
N/A N/A 95
24905
danyelangel
browserbase Claim
N/A N/A 95
24906
professor2025usa
neo Claim
N/A N/A 95
24907
tercumantanumut
seline Claim
Seline is a local-first AI desktop application that brings together conversatio…
N/A N/A 95
24908
luthfirizky777
mcp-test2 Claim
N/A N/A 95
24909
magi8101
MCPy Claim
A next-generation Minecraft server engine built with Python and Cython, aiming …
81
24910 N/A N/A 95
24911
Kallind
Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal reg…
24912
PierrunoYT
Enables high-quality image generation using Google's Imagen 4 Ultra model throu…
81
24913
Production-ready API server template integrating FastAPI with Model Context Pro…
N/A N/A
24914
in-memoria Claim 1
Persistent codebase intelligence that gives AI assistants memory across sessions
N/A N/A 69
24915
nicktrujillo
Provide a flexible MCP server implementation that enables integration of LLMs w…
N/A N/A 95
24916
nirholas
SperaxOS Claim
Sperax Protocol MCP – USDs stablecoin, SPA, veSPA governance & Demeter DeFi on …
N/A N/A 95
24917
dudi07
Provide real-time weather information and forecasts to your applications. Enabl…
N/A N/A 95
24918
dynamicendpoints
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
N/A N/A 95
24919
orhanveli
A TypeScript-based MCP server that generates API clients from OpenAPI specifica…
N/A N/A 95
24920
multicam
mcp-server Claim
N/A N/A 95
24921
human-survey Claim
Feedback collection for AI agents. Create surveys, collect responses, get resul…
N/A N/A
24922
Satring MCP Claim 1
Discover and compare L402 + x402 paid API services from satring.com
N/A N/A 81
24923
Yenn503
NoctisAI Claim
Enables advanced malware development, threat intelligence analysis, and offensi…
81
24924
octobrain Claim 1
Persistent memory for AI assistants with semantic search and knowledge graph re…
N/A N/A 81
24925
ParthKapoor-dev
terminal-mcp Claim
A secure and pluggable MCP server to run terminal commands on your local machin…
N/A N/A 95
24926
seanerama
Enables LLMs to query the Cisco Commerce Catalog API for product pricing, avail…
81
24927
The MCP Engine is a Power BI tool that lets AI assistants like Claude interact …
N/A N/A
24928
3viky
MCP Opener Claim
Enables opening files, folders, and URLs across different operating systems wit…
N/A N/A 95
24929
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 94 en…
24930
cbuntingde
A local-first MCP server for generating production-ready React UI components en…
N/A N/A 95
24931
ilvolodel
IRIS Legacy Claim
Archived monolithic MCP server that provided 28 tools for Microsoft 365 (email,…
N/A N/A 95
24932
lazy-tool Claim
local-first MCP discovery runtime for agents — search before invoke, reduce pro…
N/A N/A
24933
MCP server for Microsoft Dynamics 365 Business Central via reverse-engineered W…
N/A N/A
24934
getverdict-ai
Compliance verdicts for AI-generated code. SOC 2, HIPAA, HITRUST for healthcare…
N/A N/A
24935
heyalerio
Spain legal MCP for visas, Beckham, NIE/TIE, residency, nationality, and EU fam…
24936
AI-powered crypto trading tools. Strategies, backtests, bots, and portfolio man…
24937 N/A N/A 95
24938
stefan-xyz
An MCP server with tools for interacting with RuneScape (RS) and Old School Run…
N/A N/A 95
24939
luthfirizky777
test Claim
N/A N/A 95
24940
rosibisdev
Detects semantic gaps between texts. Use when a conversation is failing, a ques…
24941
doritoman90000
A Model Context Protocol server that helps users create, validate, and optimize…
81
24942
ppengit
Enables SQL Server database operations (queries, table management) and file sys…
81
24943
ajdoyl2
Provides intelligent dbt assistance through Claude Code integration, enabling u…
N/A N/A 95
24944
yuvalsuede
agent-media Claim
CLI and MCP server for AI video and image generation with unified access to 7 m…
81
24945
clm-studios
Prediction market strategy backtesting with real on-chain Polymarket data
N/A N/A
24946
pinkpixel-dev
Enable AI agents to store, search, and delete persistent memories across sessio…
N/A N/A 95
24947
bibiibjorn-Finvision
Enables Claude AI to analyze Power BI Desktop models with comprehensive capabil…
N/A N/A 95
24948
Book Metadata Claim 1
Search Google Books and Open Library for book metadata, covers, and publication…
N/A N/A 81
24949
payhumans
The human API for AI agents. When your agent hits a task it can't do — verify a…
81
24950
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
Showing 24901–24950 of 30006 servers
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