MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14051
Sameernayeema8
Pokemon MCP Server Claim 1
Provides tools for LLMs to interact with the PokéAPI to fetch detailed Pokémon …
C 55 55 48 32 27 84 83
14052
abbasnosrat
Enables AI agents to interact with a retail cars database using SQL queries. Su…
C 55 54 52 17 N/A 16 95 88
14053
Melbourneandrew
An MCP server that enables clients to extract LLM-friendly prompts from documen…
C 55 54 23 32 N/A 41 95 92
14054
cindyloo
Search, browse, and read your Dropbox files. Find documents by name or content,…
C 55 66 60 66 0 28 81 94
14055
podaac
An MCP server that integrates AI retrievals with NASA's Common Metadata Reposit…
C 55 54 41 25 N/A 32 92 85
14056
regenrek
Deepwiki MCP Server Claim 1
An MCP server that fetches and converts Deepwiki documentation into Markdown, a…
C 55 66 45 58 0 69 81 90
14057
nnquant
QMT-MCP-Server Claim
A server application that enables large language models to execute stock tradin…
C 55 54 48 22 N/A 31 89 87
14058
lipeng9401222
M8 Codex MCP Claim
An AI-powered toolkit for the M8 mobile development framework that enables auto…
C 55 55 54 52 29 67 68
14059
swayam-mishra
Provides comprehensive dice rolling, coin flipping, and tabletop RPG mechanics …
C 55 55 44 35 25 81 86
14060
Liu-creators
MySQL MCP Claim
A tool that provides simple API to execute SQL queries and manage MySQL databas…
C 55 55 54 33 20 81 79
14061
rory-mccrory
A basic example MCP server built with the FastMCP framework for demonstration a…
C 55 54 46 12 N/A 21 95 100
14062
Aiden-Jeon
An MCP server that provides sentiment analysis functionality using TextBlob, al…
C 55 54 47 23 N/A 19 95 86
14063
Aas-ee
OpenWebSearch Claim
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
C 55 66 76 10 0 79 82 99
14064
chendaleiQ
MCP Server Claim
A modular server based on Model Context Protocol (MCP) that provides weather qu…
C 55 55 60 71 23 81 27
14065
Narasimhakatta
JMeter MCP Server Claim 1
A Model Context Protocol server that enables executing and interacting with JMe…
C 55 54 33 38 N/A 19 91 92
14066
bug-breeder
quip-mcp Claim
A Model Context Protocol (MCP) server providing AI assistants with comprehensiv…
C 55 66 70 32 0 67 81 92
14067
jenstangen1
A Model Context Protocol server that enables AI models to create and manipulate…
C 55 55 57 31 25 81 78
14068
iamsumit-git
Implements a Multi-Channel Platform Server that integrates with existing Enterp…
C 55 55 54 35 21 71 89
14069
mtwn105
zerodha-mcp Claim
Enables natural language management of Zerodha trading accounts, including plac…
C 55 64 72 33 0 40 95 94
14070
hey-jian-wei
JianYing MCP Claim
Enables AI assistants to create and edit professional videos through natural la…
C 55 55 48 38 27 81 80
14071
joaowinderfeldbussolotto
A simple Model Context Protocol server that enables searching and retrieving re…
C 55 55 48 31 23 81 90
14072
Guid-Lab
cv-forge-mcp Claim 1
MCP server for generating professional ATS-friendly CVs as PDF/DOCX from AI con…
C 55 64 57 31 0 72 95 91
14073
hunter-io
Hunter MCP Server Claim
Provides integration between Hunter API and LLM providers supporting the MCP pr…
C 55 66 78 35 0 40 81 100
14074
Galiusbro
AI Ops Hub Claim 3
An MCP server with RAG capabilities that provides AI clients secure access to l…
C 55 55 57 50 28 76 56
14075
manavaga
web3-signals Claim
Crypto signal intelligence: 20 assets, 6 dimensions, regime detection, portfoli…
C 55 66 84 36 0 32 76 99
14076
callwallagent
Enables AI agents to make real-world phone calls with AI voice technology and p…
C 55 66 54 65 0 30 82 99
14077
FiloHany
Enables natural language search and interaction with video content through thre…
C 55 55 48 28 28 81 89
14078
ReNewator
Enables AI agents to interact with the WYGIWYH expense tracking API through 75 …
C 55 66 96 38 0 21 81 82
14079
najva-ai
Zoekt MCP Server Claim 1
An MCP server that provides code search capabilities for AI tools and LLMs usin…
C 55 55 53 33 45 81 64
14080
secret-deus
Enables comprehensive Kubernetes cluster management through kubectl operations …
C 55 55 54 31 18 81 85
14081
olsigjecii
Weather MCP Server Claim
Enables real-time weather information and forecasts using the Open-Meteo API. P…
C 55 55 42 30 24 81 100
14082
JussCubs
mcp-server-test Claim
mcp-server-test
C 55 55 54 22 18 81 94
14083
raelango
Enables AI assistants to access Medikode's medical coding platform for validati…
D 54 66 92 0 0 72 76 91
14084
agusain2001
Enables AI-powered generation of educational content including multiple-choice …
D 54 55 54 26 16 82 89
14085
DynamicEndpoints
Create and manage AI agents that collaborate and solve problems through natural…
D 54 66 84 28 0 43 81 85
14086
AgentHotspot
AgentHotspot Claim
Search thousands of MCP connectors from the AgentHotspot marketplace via your A…
D 54 66 64 33 0 56 83 98
14087
TanayPhatak
A Model Context Protocol server that provides stock technical analysis tools (m…
D 54 55 39 33 23 81 92
14088
minchae-me
A demonstration server that automatically generates Model Context Protocol (MCP…
D 54 55 54 50 18 81 59
14089
jonemo
A thin wrapper around the OpenPyXl Python library that exposes Excel file opera…
D 54 64 66 26 0 56 95 88
14090
julianorck
MCP Memory Claim
Enables AI assistants to remember user information and preferences across conve…
D 54 66 54 71 0 29 80 86
14091
market-dot-dev
Integrates with the Market.dev API to search for open source experts and projec…
D 54 66 60 63 0 24 81 94
14092
Javoo-bot
A server that enables LLMs to detect anomalies in sensor data by providing tool…
D 54 55 46 27 16 78 100
14093
john-walkoe
Enables high-performance access to USPTO Final Petition Decisions API with inte…
D 54 66 78 36 0 48 81 82
14094
daerda
mcp-audit Claim
A frontend security dependency auditing tool that identifies vulnerabilities in…
D 54 55 56 53 30 81 42
14095
jaducku
MCP Mempool Claim 3
An MCP server that provides AI agents with real-time and historical Bitcoin net…
D 54 55 65 58 25 80 28
14096
aigile-era
Enables searching the TR Dizin (Turkish Academic Index) database for publicatio…
D 54 55 48 36 15 81 83
14097
mapbox
Mapbox MCP Server Claim
Provides geospatial intelligence to AI agents through Mapbox APIs, enabling geo…
D 54 66 86 10 0 88 73 83
14098
alxspiker
A secure Model Context Protocol server that allows AI models to safely interact…
D 54 64 76 22 0 42 95 93
14099
Meetpatel006
A Model Context Protocol server implementation that provides a standardized int…
D 54 66 51 68 0 24 81 98
14100
At0mXploit
Trackor Claim
Enables users to track and manage personal expenses through natural language, i…
D 54 66 66 51 0 27 81 100
Showing 14051–14100 of 53551 servers
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