MCP Server Quality Scores

Independent quality analysis of 46593 public MCP servers

46593
Discovered
29552
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6051
pwilkin
SearXNG MCP Server Claim 1
An MCP server that allows searching through public SearXNG instances by parsing…
B 72 55 63 100 53 81 56
6052
withinfocus
statbotics Claim
Provides access to the Statbotics API for FIRST Robotics Competition statistica…
B 72 55 69 100 61 81 43
6053
pipethedev
Connects AI assistants to Supabase projects, enabling them to manage tables, qu…
B 72 55 84 65 44 81 79
6054
reallycleansauce
Enables interaction with Overseerr API to manage movie and TV show requests, al…
B 72 55 84 66 22 80 96
6055
gqy20
A professional literature search tool built on FastMCP framework that enables A…
B 72 55 54 82 63 81 80
6056
mamertofabian
ElevenLabs MCP Server Claim 1
Integrates with ElevenLabs text-to-speech API.
B 72 55 84 48 48 81 95
6057
sangreal-007
Generates witty, citation-backed responses to health myths and misinformation w…
B 72 55 90 56 24 81 97
6058
axelterrier
Plex Assistant MCP Claim
Enables users to manage and control their Plex media library through natural la…
B 72 55 78 66 21 81 100
6059
NabiaTech
Enables querying and analyzing code relationships by building a lightweight gra…
B 72 54 74 61 N/A 38 95 86
6060
ennuiii
Enables interaction with Azure DevOps through Personal Access Token authenticat…
B 72 55 72 71 24 81 99
6061
leftspin
Connects to Xcode's build system to extract, parse, and display errors and warn…
B 72 54 96 30 N/A 37 87 99
6062
NellyW8
A comprehensive Model Context Protocol server that connects AI assistants to El…
B 72 54 96 31 N/A 29 95 96
6063
Alexliu13483
Weather MCP Claim
Enables weather data retrieval and visualization with support for geocoding, mu…
B 72 55 78 68 45 81 80
6064
rsdouglas
janee Claim
Self-evolving MCP server that generates and improves its own tools at runtime. …
B 72 54 64 33 N/A 84 95 93
6065
benedictdebrah
The Materials Project MCP Server is server that provides programmatic access to…
B 72 55 72 66 49 81 90
6066
aitrados
A comprehensive, free MCP server designed specifically for financial analysis a…
B 72 54 78 60 N/A 36 95 83
6067
laruss
An MCP server that automates a headless Chromium browser to generate images usi…
B 72 54 67 71 N/A 27 95 91
6068
SergeSerb2
An MCP server that automatically detects and provides current time and location…
B 72 55 57 75 N/A 22 95 100
6069
PancrePal-xiaoyibao
ChiCTR MCP Server Claim
Enables querying clinical trial information from the Chinese Clinical Trial Reg…
B 72 55 88 100 45 81 30
6070
TSavo
Printify MCP Server Claim 2
A Model Context Protocol server that allows AI assistants like Claude to integr…
B 72 55 69 70 67 78 75
6071
alimbenhelal-pro
50 AI tools for D365 F&O: X++ search, ADO integration, code gen, security traci…
B 72 66 78 80 73 23 81 85
6072
joeseesun
Enables AI image generation using Volcano Engine's Seedream 4.0 API with text-t…
B 72 55 84 51 54 81 86
6073 B 72 54 72 60 N/A 54 90 79
6074
Pavilion-devs
Saros MCP Server Claim 1
Enables AI agents to interact with Saros DeFi through natural language, providi…
B 72 55 78 91 45 81 55
6075
nileshphapale142
Enables AI assistants to access, search, and analyze Google Spreadsheets throug…
B 72 55 72 66 39 81 94
6076
vulnersCom
vulners-mcp Claim 1
MCP server for the Vulners.com API
B 72 54 57 68 N/A 51 95 89
6077
vmanoilov
zen-mcp-server Claim 2
B 72 54 96 41 N/A 42 94 78
6078
TechKampe
Enables interaction with Viterbit recruitment API for managing candidates, jobs…
B 72 55 84 67 22 82 91
6079
satinath-nit
AI assistant application that integrates FastMCP server with MongoDB Atlas know…
B 72 54 72 60 N/A 21 95 99
6080
mimo-3
MCP Imagenate Claim 2
MCP server for image generation using multiple providers (Google Gemini, OpenAI…
B 72 44 51 N/A N/A 50 95 93
6081
nik-sharky
An MCP server that enables web search capabilities by integrating with a SearXN…
B 72 54 73 61 N/A 28 92 95
6082
kosiew
Provides safe shell command execution capabilities for AI agents and tools like…
B 72 55 84 62 24 81 95
6083
MiguelAlvRed
Store Scraper MCP Claim 1
Enables querying and retrieving data from App Store and Google Play Store, incl…
B 72 55 84 100 35 81 41
6084
thesammykins
notify_me_mcp Claim
Enables sending rich notifications to Discord and/or Slack webhooks with automa…
B 72 55 66 82 41 81 82
6085
nakamurau1
TTS-MCP Claim 1
A Model Context Protocol server that integrates high-quality text-to-speech cap…
B 72 55 63 68 57 81 93
6086
proofofwork-agency
reporecall Claim
Local codebase memory, auto-generated wiki, and interactive architecture dashbo…
B 72 54 94 0 N/A 81 91 98
6087
iamfiro
Allows tracking of parcel deliveries across various carriers using the 17track.…
B 72 54 70 68 N/A 22 95 94
6088
nikola-arman
Pexels MCP Server Claim
Enables searching and retrieving high-quality stock photos from Pexels with adv…
B 72 55 78 67 21 81 100
6089
sekharmalla
Enables AI assistants to control the Affinity creative suite on macOS through n…
B 72 54 72 57 N/A 53 84 93
6090
PaulieB14
predictfun-mcp Claim
MCP (Model Context Protocol) server that gives AI agents structured access to P…
B 72 55 60 66 56 81 99
6091
reuvenaor
MCP server that provides programmatic access to the Israeli Central Bureau of S…
B 72 55 80 58 45 81 89
6092
0GiS0
Cómo crear MCP Servers y usarlos con GitHub Copilot Chat 🚀💻🤖
B 72 54 72 62 N/A 28 89 100
6093
PranshuSrivastava
inspect-logs-mcp Claim
Enables LLMs to explore and analyze UK Government BEIS inspect_ai evaluation lo…
B 72 55 68 74 N/A 24 95 90
6094
RSS3-Network
RSS3 MCP Server Claim 2
An MCP server implementation that integrates the RSS3 API, allowing users to qu…
B 72 55 65 100 60 81 47
6095
mmruesch12
A TypeScript-based MCP server that implements a simple notes system, allowing u…
B 72 55 78 68 23 81 98
6096
naki0227
auto-cm-director Claim
An autonomous video director that generates promotional videos for software pro…
B 72 54 84 52 N/A 33 90 90
6097
QuentinCody
Enables querying the Drug Gene Interaction Database (DGIdb) through natural lan…
B 72 55 78 71 35 80 83
6098
arslanmanzoorr
A production-ready reasoning engine that integrates Claude AI with specialized …
B 72 55 84 62 24 78 97
6099
kitan23
Enables AI-powered querying and management of documentation through markdown fi…
B 72 55 60 74 47 81 94
6100
Cleversoft-IT
This TypeScript-based MCP server implements a simple notes system, allowing the…
B 72 55 94 58 20 80 94
Showing 6051–6100 of 46593 servers
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