MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9251
Articulated7
enfusion-mcp Claim 1
An MCP server for Arma Reforger and Enfusion engine modding that enables users …
C 67 54 75 25 N/A 62 92 84
9252
Mvp2o-ai
MCP IDE Bridge Claim
Enables client-to-client communication between IDEs and development tools, allo…
C 67 55 78 41 50 81 82
9253
jyjune
mcp_vms Claim
A Model Context Protocol (MCP) server designed to connect to a CCTV recording p…
C 67 54 70 31 N/A 45 87 100
9254
danjam
MCP LaunchBox Claim 1
An MCP server that enables AI assistants to search and query your LaunchBox gam…
C 67 54 63 32 N/A 47 95 96
9255
Travis-Prall
GovInfo MCP Server Claim 1
A Model Context Protocol server that provides LLM-friendly access to the offici…
C 67 55 57 68 23 81 100
9256
Dysron
Ableton MCP Claim 1
Enables AI assistants to control Ableton Live through natural language by query…
C 67 54 76 33 N/A 25 92 100
9257
sdimitrov
MCP Memory Server Claim
Implements long-term memory capabilities for AI assistants using PostgreSQL wit…
C 67 55 90 38 28 81 84
9258
mateusjunges
An OAuth-authenticated MCP server that bridges Claude AI with a task management…
C 67 55 72 68 24 81 80
9259
skmprb
Converts Markdown files and raw content into professionally styled PDFs with fu…
C 67 55 60 100 N/A 24 95 38
9260
marcciosilva
Turns Confluence documentation into an AI-powered knowledge base, enabling natu…
C 67 54 72 42 N/A 21 95 95
9261
m-umemura-pitdesign
MCP Parking Server Claim 2
A read-only MCP server for querying parking management systems using natural la…
C 67 55 72 62 26 82 81
9262
open-strategy-partners
A suite of marketing tools from Open Strategy Partners including writing style,…
C 67 54 66 32 N/A 44 97 96
9263
study-flamingo
A comprehensive Model Context Protocol server for managing Dungeons & Dragons c…
C 67 55 54 100 N/A 30 95 42
9264
Luzgan
time-complexity-mcp Claim 1
An MCP server for static Big-O time complexity analysis using tree-sitter AST p…
C 67 55 51 58 54 76 98
9265
truaxki
PDF to PNG MCP Server Claim 2
A Model Context Protocol server that converts PDF documents into PNG images thr…
C 67 54 71 45 N/A 18 95 96
9266
getsentry
XcodeBuildMCP Claim
XcodeBuildMCP provides tools for Xcode project management, simulator management…
C 67 55 96 0 N/A 88 81 75
9267
okybaguslukmana
Superset MCP Server Claim 1
An MCP server for Apache Superset that enables AI models to manage dashboards, …
C 67 55 73 36 51 76 98
9268
srikanth-paladugula
A Model Context Protocol server that enables Claude Desktop to interact with Mi…
C 67 55 47 67 49 80 91
9269
tonypan2
An MCP server that enables AI agents like Claude to play Minesweeper through na…
C 67 55 71 82 N/A 27 95 43
9270
PolarVista
Xcode MCP Server Claim 3
A Model Context Protocol server that enables AI assistants to build and test Xc…
C 67 54 69 53 N/A 24 82 99
9271
feuerdev
keep-mcp Claim
Read, create, update and delete Google Keep notes.
C 67 55 62 41 69 76 95
9272
JarvisOnM4
MCP server for AI agents to report infrastructure needs they encounter during t…
C 67 54 51 52 N/A 47 90 95
9273
jhanglim
Enables Claude to interact with Mattermost through search functionality, user m…
C 67 55 88 83 26 81 39
9274
brandon-butterwick
Provides Material Requirements Planning (MRP) tools for calculating delivery sc…
C 67 55 84 82 N/A 20 92 35
9275
xblanc33
MCP PDF Server Claim
Enables conversion of Markdown content into PDF documents with customizable pap…
C 67 54 50 61 N/A 33 90 96
9276
GabrielOutbound1
A deployable MCP server on Cloudflare Workers that allows you to create and exp…
C 67 55 54 72 26 80 98
9277
DurkDiggler
Enables LLMs to execute Kali Linux security tools like nmap, sqlmap, and hydra …
C 67 55 60 65 26 81 98
9278
Samarth2001
Provides real-time and historical financial market data from Yahoo Finance, inc…
C 67 55 76 38 34 82 98
9279
Paddione
Enables document search and retrieval using TF-IDF vector similarity across HTM…
C 67 54 74 52 N/A 16 90 93
9280
mektigboy
An MCP server implementation that integrates with Hyperliquid exchange, providi…
C 67 55 75 82 38 81 47
9281
chenyeju295
Enables AI-powered image generation using Volcengine's Doubao model with custom…
C 67 55 74 51 25 80 96
9282
bgheneti
Amazing-Marvin-MCP Claim
Model Context Provider for Amazing Marvin productivity app - Access your tasks,…
C 67 55 76 43 N/A 35 81 91
9283
mkusaka
An MCP server integrating Perplexity AI's API to offer advanced search capabili…
C 67 55 45 75 37 81 94
9284
yanboishere
Enables cryptocurrency payment processing through the Infini Payment API, suppo…
C 67 55 66 41 52 80 95
9285
NH-5
An MCP server that enables image generation using Google's Gemini Nano Banana P…
C 67 55 69 60 30 76 91
9286
zaidk2021
Provides a standardized interface to fetch and deliver jokes, including Chuck N…
C 67 55 48 55 52 82 100
9287
sbraind
MCP Lite Wrappers Claim
Lightweight MCP wrappers that consolidate multiple tools from services like Sup…
C 67 55 96 37 32 80 77
9288
ksavchyn
Enables interaction with Databricks workspaces using On-Behalf-Of authenticatio…
C 67 55 80 43 21 82 100
9289
Errorrrrr
Apifox MCP Server Claim
Enables users to import OpenAPI 3 and Swagger 2 formatted JSON data directly in…
C 67 55 78 71 16 81 70
9290
dbustosjr
A production-ready browser automation server that enables AI assistants to inte…
C 67 54 66 43 N/A 24 94 100
9291
ying-dao
A Model Context Protocol server that enables AI platforms to invoke RPA (Roboti…
C 67 55 51 68 59 81 80
9292
GJakobi
Hatchet MCP Server Claim 1
Enables monitoring and debugging of Hatchet workflows and jobs through MCP clie…
C 67 55 82 37 27 82 97
9293
mimersql
mimer-mcp Claim 2
Enables Mimer SQL database connectivity for browsing schemas, executing read-on…
C 67 54 69 37 65 70 98
9294
koinunopochi
Danger Zone MCP Claim 1
A Model Context Protocol server that enables safe execution of predefined comma…
C 67 55 63 87 N/A 41 95 37
9295
hsinyuyen
PostgreSQL MCP Server Claim 1
Provides read-only access to PostgreSQL databases, enabling LLMs to inspect dat…
C 67 55 84 55 19 76 89
9296
consolecowboy0
Race MCP Server Claim
Enables AI-powered racing coaching and telemetry analysis for iRacing, providin…
C 67 55 84 74 N/A 22 95 41
9297
gpaul-mcp
Ravelry MCP Server Claim 1
A Model Context Protocol server that integrates with the Ravelry API, allowing …
C 67 55 51 65 45 80 96
9298
mahdin75
gis-mcp Claim
A Model Context Protocol (MCP) server implementation that connects Large Langua…
C 67 55 64 33 N/A 74 82 87
9299
almogqwinz
Amadeus MCP Server Claim
Enables flight search capabilities through the Amadeus Flight Offers Search API…
C 67 55 68 48 42 81 92
9300
moarshy
Transforms documentation repositories into interactive educational content and …
C 67 55 78 43 25 82 100
Showing 9251–9300 of 66484 servers
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