MCP Server Quality Scores

Independent quality analysis of 47923 public MCP servers

47923
Discovered
29617
Scored
2112
Verified
16952
Complete

Last updated 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9101
JesseHenson
test-mcp Claim
C 68 54 56 55 N/A 29 94 100
9102
lumile
Access MercadoLibre's API to search products, retrieve reviews, and check selle…
C 68 55 78 75 N/A 42 95 37
9103
NakiriYuuzu
SwaggerMcp Claim
A service that dynamically generates MCP tools from Swagger/OpenAPI documentati…
C 68 55 78 72 42 81 57
9104
hopx-ai
HOPX MCP Server Claim
Enables AI assistants to execute Python, JavaScript, Bash, and Go code in blazi…
C 68 55 72 36 49 82 99
9105
b1997oct
Provides tools for managing todo lists, checking weather, and accessing user in…
C 68 55 78 41 35 80 100
9106
ns-personal
A basic TypeScript starter template for building Model Context Protocol (MCP) s…
C 68 55 84 82 N/A 25 95 32
9107
clsung
Taiwan Stock Agent Claim
Provides comprehensive Taiwan stock market data and analysis through MCP tools.…
C 68 55 78 36 40 81 98
9108
Sugatraj
BrowserTools MCP Claim
A browser monitoring and interaction tool that enables AI applications to captu…
C 68 54 60 43 N/A 45 95 96
9109
pickstar-2002
Mermaid Chart MCP Claim
Enables AI assistants to generate and render Mermaid diagrams (flowcharts, sequ…
C 68 55 72 57 45 81 81
9110
hoihosick
Enables forensic analysis of Windows notification databases (wpndatabase.db) fr…
C 68 54 72 53 N/A 21 90 91
9111
sophia-labs
Mnemosyne MCP Claim
Enables AI coding agents to query, create, and manage Mnemosyne knowledge graph…
C 68 55 90 35 37 81 89
9112
Nicolasvegam
Boma MCP Claim 1
An MCP server designed to manage meeting room reservations on the Boma platform…
C 68 55 63 60 35 76 100
9113
cbunting99
Kiro MCP Memory Claim
An enhanced MCP server that provides intelligent memory and task management for…
C 68 54 70 33 N/A 41 95 100
9114
jilio
An MCP server that enables AI agents to retrieve and analyze error reports from…
C 68 55 39 71 50 83 98
9115
AVIMBU
Allows AI models to query and retrieve analytics data from Plausible Analytics …
C 68 55 80 52 27 82 90
9116
samhavens
A fixed Model Completion Protocol (MCP) server that enables LLMs like Claude Co…
C 68 55 66 82 N/A 25 95 58
9117
gkzhb
Connect to your Crawl4AI docker API server.
C 68 55 62 63 46 81 84
9118
jayluxferro
Exposes Burp Suite's REST API to AI assistants, enabling users to trigger vulne…
C 68 54 66 43 N/A 33 95 98
9119
199-mcp
MCP Wait Timer Server Claim 1
Provides a simple 'wait' tool that introduces deliberate pauses into workflows …
C 68 55 78 70 46 83 51
9120
paulbennet
AFK Mode Claim 1
An MCP server that bridges VS Code Copilot to your mobile device, allowing you …
C 68 54 45 70 N/A 32 95 96
9121
azer
Analyze React code locally, generate docs / llm.txt for whole project at once
C 68 54 84 50 N/A 25 84 87
9122
jermeyyy
Gradle MCP Server Claim
Enables interaction with Gradle projects through the Gradle Wrapper, allowing u…
C 68 54 72 31 N/A 49 90 97
9123
praveenc
Provides semantic search over AWS Cloudscape Design System documentation using …
C 68 54 70 33 N/A 46 95 97
9124
akave-ai
Akave MCP Server Claim
Enables AI models to interact with Akave's S3-compatible storage by providing t…
C 68 55 60 66 28 78 100
9125
kevinbin
A Model Context Protocol server that enables AI models to interact with MySQL d…
C 68 55 69 61 23 80 95
9126
x51xxx
A TypeScript implementation of a Model Context Protocol server that provides ma…
C 68 55 60 58 37 81 100
9127
yincongcyincong
An MCP server for interacting with VictoriaMetrics database.
C 68 54 71 50 N/A 27 89 95
9128
mustafahasankhan
DuckDB MCP Server Claim 1
A Model Context Protocol server implementation that connects AI assistants to D…
C 68 55 81 28 56 82 91
9129
JoJoJotarou
AskUserQuestionPlus Claim 1
A MCP server (Streamable HTTP) for asking user questions via a web interface, i…
C 68 54 63 28 N/A 70 95 88 HT
9130
roycedamien
Universal Microsoft Graph API gateway providing access to 1000+ endpoints for m…
C 68 55 78 82 48 81 41
9131
MCP-100
A TypeScript-based MCP server that fetches real-time stock market data and comp…
C 68 55 80 100 20 80 39
9132
mcieunic
Hybris MCP Server Claim 1
Enables AI assistants to interact with SAP Commerce Cloud (Hybris) instances to…
C 68 55 78 57 27 69 97
9133
rlagudals95
Figma MCP Server Claim
Gives AI-powered coding tools like Cursor, Windsurf, and Cline access to Figma …
C 68 55 54 70 48 80 89
9134
kalpalathika
Enables AI applications to access and contextualize organizational knowledge so…
C 68 55 84 43 19 81 99
9135
ctermiii
Weather MCP Server Claim
Enables real-time weather queries for cities worldwide using Open-Meteo API. Pr…
C 68 55 80 95 44 81 23
9136
rijkvanzanten
Directus MCP Server Claim 1
A Model Context Protocol server that allows AI tools to connect to and interact…
C 68 55 59 57 49 81 96
9137
njbrake
Provides comprehensive filesystem operations (read, write, list, create, delete…
C 68 55 72 41 48 81 99
9138
pHequals7
A Model Context Protocol server that wraps the Tracxn REST API, providing a sta…
C 68 55 77 100 22 81 37
9139
lordbasilaiassistant-sudo
base-token-sniper Claim 1
MCP server to discover and trade new token launches on Base chain.
C 68 54 72 70 N/A 32 69 90
9140
teelaitila
Enables iterative deep research by integrating AI agents with search engines, w…
C 68 55 54 61 54 81 89
9141
maxsmosarski
Enables semantic search and document management with support for text, PDF, and…
C 68 55 60 68 24 81 99
9142
dbiswal3942-ctrl
Enables AI assistants to safely perform actions on your computer including file…
C 68 54 54 72 N/A 29 84 97
9143
OnePieceLwc
Mind Map MCP Claim
Automatically generates mind map images from text content using Coze API workfl…
C 68 55 86 66 23 81 68
9144
GtOkAi
Enables persistent memory and semantic search for development workflows with hi…
C 68 55 88 41 39 82 81
9145
Ryan0204
github-repo-mcp Claim 1
GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore di…
C 68 55 66 66 51 80 72
9146
block
Square MCP Server Claim
A server that enables interaction with Square's API via Goose, supporting queri…
C 68 55 80 38 59 80 80
9147
bmorphism
Marginalia MCP Server Claim 1
Provides access to Marginalia Search for discovering non-commercial and indepen…
C 68 55 90 83 32 81 37
9148
FelipeCararo
Provides weather information for the United States through the Model Context Pr…
C 68 54 54 61 N/A 27 94 100
9149
ferrary7
MCPilot Claim
A powerful gateway for the Model Context Protocol (MCP) that unifies AI toolcha…
C 68 55 84 67 28 81 63
9150
deco-cx
A full-stack template for building Model Context Protocol servers that expose t…
C 68 54 84 50 N/A 21 95 73
Showing 9101–9150 of 47923 servers
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