MCP Server Quality Scores

Independent quality analysis of 58691 public MCP servers

58691
Discovered
29879
Scored
2112
Verified
16953
Complete

Last updated 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6001
JackHP
Enables fetching transcripts from YouTube videos by searching for videos based …
B 72 54 90 36 N/A 43 95 90
6002
lumalabs
Luma API MCP Claim
Enables image and video generation using Luma's API, supporting multiple models…
B 72 55 80 60 42 80 90
6003
jackedney
A bridge that provides AI assistants with access to WaniKani user data and func…
B 72 55 86 91 N/A 25 95 41
6004
happyvertical
Enables querying the SMRT framework documentation by automatically routing ques…
B 72 55 86 58 30 81 95
6005
manateeit
Enables AI assistants to interact with Confluence by converting Markdown docume…
B 72 55 72 72 26 80 100
6006
pvliesdonk
Multi-provider image generation MCP server that enables image generation from C…
B 72 44 57 86 58 96
6007
asklokesh
Zoho Crm Claim 3
MCP server for Zoho CRM API integration
B 72 55 75 91 N/A 62 83 39
6008
1uokun
Enables AI agents to publish content to XiaoHongShu (Little Red Book) social pl…
B 72 54 72 67 N/A 24 95 89
6009
codewithpassion
A remote Model Context Protocol server template for Cloudflare Workers with bui…
B 72 55 72 73 29 80 97
6010
misiektoja
kill-process-mcp Claim
List and terminate OS processes via natural language queries
B 72 54 70 47 N/A 54 92 95
6011
agenticledger
Provides tools for AI assistants to query the Canton Network for data on contra…
B 72 55 84 66 26 84 84
6012
mr-wolf-gb
Cross-platform command execution server that intelligently adapts shell command…
B 72 55 78 82 N/A 55 95 40
6013
DarkGenius
Zenrus MCP Claim 1
Provides real-time currency exchange rates for USD and EUR against the Russian …
B 72 55 84 60 24 82 100
6014
ProjectAtlantis-dev
Provides real-time weather data and forecasts for locations worldwide using the…
B 72 55 68 71 44 82 92
6015
NiuTrans
MCP Document Parse Claim
Parses various document formats (PDF, Word, Excel, PowerPoint) into Markdown co…
B 72 55 66 68 49 81 91
6016
baptitse-jn
A comprehensive Model Context Protocol server that enables AI assistants to int…
B 72 55 78 71 21 80 97
6017
stefanskiasan
Enables the generation of images using Together AI's models through an MCP serv…
B 72 55 78 68 38 78 91
6018
TechKampe
Enables interaction with Viterbit recruitment API for managing candidates, jobs…
B 72 55 84 67 22 82 91
6019
devjason41
A TypeScript prototype for an MCP-style registry providing local utility tools …
B 72 54 66 60 N/A 30 95 100
6020
elmariachi111
Proof of Invention Claim
Proof of Invention
B 72 55 78 67 41 81 86
6021
Ackberry
Enables control of Spotify playback, search, and playlist management through MC…
B 72 55 78 63 30 81 100
6022
jherr
Example MCP Server Claim
A simple demonstration MCP server that provides a basic 'say_hello' tool for gr…
B 72 54 66 60 N/A 29 95 100
6023
sujalpat1810
OrgFlow MCP Claim
Enables comprehensive organizational data management including employee trackin…
B 72 55 84 66 24 81 92
6024
scoutapp
scout-mcp-local Claim 1
An MCP server for Scout Monitoring data interactions.
B 72 54 69 43 N/A 67 83 100
6025
lizTheDeveloper
MCP Proxy Claim
Enables dynamic loading, hot-reloading, and orchestration of MCP servers withou…
B 72 54 90 43 N/A 22 95 96
6026
vaur94
mcp-gitpro Claim 1
A context-efficient GitHub MCP server designed for AI agents to manage reposito…
B 72 55 72 71 91 82 46
6027
imajumd1
Provides Claude with real-time access to Wikipedia through four essential tools…
B 72 55 72 82 18 81 95
6028
indexnetwork
Enables ChatGPT integration with Index Network's discovery protocol through MCP…
B 72 55 78 68 30 81 93
6029
guangxiangdebizi
XLSX Reader MCP Claim 1
A Model Context Protocol server that enables reading and analyzing Excel docume…
B 72 55 81 100 33 81 46
6030
DynamicEndpoints
Provides access to FantasyPros API for retrieving sports data including news, p…
B 72 55 78 70 22 82 96
6031
damian-pramparo
Enables semantic code search across local projects and Git repositories using A…
B 72 55 72 62 43 81 98
6032
gto1seoul
MCP OpenAI Server Claim 1
Enables Claude to directly invoke OpenAI's chat models (GPT-4o, GPT-4o-mini, o1…
B 72 55 96 33 49 80 96
6033
jgsteeler
An ADHD-friendly productivity system that uses AI to provide frictionless captu…
B 72 54 90 31 N/A 42 95 95
6034
smart-mcp-proxy
mcpproxy-go Claim
Local MCP proxy with BM25 tool filtering, quarantine security, activity logging…
B 72 54 80 40 N/A 77 92 72
6035
dili414
ControlAPI-MCP Claim 2
An MCP server that dynamically converts any OpenAPI or REST API into MCP tools,…
B 72 55 77 55 48 82 95
6036
vuvuvu
A Model Context Protocol server that enables AI assistants like Claude to manag…
B 72 55 75 91 67 81 41
6037
CoreyFransen08
Enables interaction with the John Deere Operations Center to browse organizatio…
B 72 54 66 68 N/A 32 88 100
6038
urfanazad
Enables cost optimization and financial operations for Google BigQuery through …
B 72 54 78 53 N/A 22 95 100
6039
tianpeijun
Email MCP Server Claim
Enables AI to send, read, search, delete and reply to emails through SMTP or Gm…
B 72 55 72 72 26 81 100
6040
willem4130
UI/UX MCP Server Claim
Enables comprehensive UI/UX development workflows through integrated tools for …
B 72 55 100 82 N/A 23 95 35
6041
aitrados
A comprehensive, free MCP server designed specifically for financial analysis a…
B 72 54 78 60 N/A 36 95 83
6042
lintyourcode
Perception-MCP Claim
Enables asking questions about image, audio, or video files using state-of-the-…
B 72 55 62 82 24 81 100
6043
hotjoebq
MCP Stdio Server Claim 1
A Model Context Protocol server that provides tools for mathematical calculatio…
B 72 54 77 53 N/A 24 95 100
6044
botanicastudios
A server that bridges MCP tool calls to JSON-RPC function calls over socket con…
B 72 55 78 71 49 81 71
6045
GDanksAnchor
Enables browser automation through Anchor Browser's cloud infrastructure with b…
B 72 55 80 55 47 81 93
6046
adityac7
Provides secure, read-only access to VTION e-commerce analytics data through MC…
B 72 55 84 65 19 81 94
6047
ValentinTarnovsky
This MCP server assists Minecraft Java plugin developers by providing dependenc…
B 72 55 90 58 27 80 89
6048
kanghouchao
Band MCP Server Claim 1
A Model Context Protocol server that integrates with the Band API, allowing use…
B 72 55 69 60 50 81 98
6049
pistachiomatt
NanoBanana MCP Claim 2
An MCP server that brings Google Gemini's image generation and editing capabili…
B 72 55 63 71 48 78 97
6050
sanjeev23oct
Figma MCP Server Claim
A bridge between Figma designs and React implementations that enables pixel-per…
B 72 55 78 71 27 80 93
Showing 6001–6050 of 58691 servers
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