MCP Server Quality Scores

Independent quality analysis of 59385 public MCP servers

59385
Discovered
29896
Scored
2112
Verified
16953
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3751
garc33
Provides a secure, isolated JavaScript execution environment with configurable …
B 75 55 78 100 N/A 34 95 52
3752
silenceper
mcp-k8s Claim
MCP-K8S is an AI-driven Kubernetes resource management tool that allows users t…
B 75 55 72 53 76 80 100
3753
Sivan22
Provides access to Jewish texts from the Sefaria library. This server enables L…
B 75 55 96 56 42 81 92
3754
vzeman
Odoo MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to interact with Odo…
B 75 55 75 70 45 80 97
3755
dev-mirzabicer
ticktick-sdk Claim 1
Comprehensive async Python SDK for [TickTick](https://ticktick.com/) with MCP s…
B 75 55 90 46 69 82 85
3756
Jonathan97480
Enables AI agents to control and monitor Home Assistant smart home devices thro…
B 75 55 84 67 48 81 90
3757
robbyczgw-cla
web-search-plus-mcp Claim 1
Multi-provider web search with intelligent auto-routing (Serper, Tavily, Exa). …
B 75 55 79 57 62 80 96
3758
brunoprela
QuestDB MCP Server Claim
Enables AI assistants to interact with QuestDB time-series databases through to…
B 75 55 78 100 43 81 59
3759
kzmshx
youtube-mcp Claim 1
An MCP server that enables the extraction of transcripts and detailed metadata …
B 75 55 51 82 73 81 91
3760
bolnet
memwright Claim 1
Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.
B 75 54 90 58 N/A 72 60 95
3761
ciro-maciel
Enables AI assistants to interact with Self, a self-awareness framework that co…
B 75 55 88 60 47 82 92
3762
labeveryday
Enables comprehensive YouTube data extraction and analysis using yt-dlp, includ…
B 75 55 84 61 49 81 95
3763
hyypeman
chilipiper-mcp Claim
Enables lead routing, booking link generation, and scheduling management throug…
B 75 55 76 67 53 81 93
3764
sdlbp
swagger-mcp-tool Claim
A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documenta…
B 75 55 88 52 50 81 100
3765
chennachandrika
A basic example of developing and running serverless Model Context Protocol (MC…
B 75 66 78 75 85 21 81 96
3766
tosin2013
AI-powered architectural analysis server for software projects. Provides techno…
B 75 55 90 33 85 81 90
3767
rayss868
A powerful tool for fetching and extracting text content from web pages and API…
B 75 55 88 82 53 81 60
3768
dozzman
A server that enables fetching and filtering SonarCloud issues related to pull …
B 75 55 96 100 48 81 34
3769
keithah
Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 speci…
B 75 55 90 100 N/A 29 95 39
3770
Skatterbrainz
MunicipalMCP Claim
Provides programmatic access to municipal codes, ordinances, and zoning regulat…
B 75 55 86 53 49 81 99
3771
Rai220
think-mcp Claim
Enhances any agent's reasoning capabilities by integrating the think-tools, as …
B 75 55 68 100 N/A 54 95 51
3772
verygoodplugins
MCP Evernote Claim
Evernote note management with OAuth and ENML conversion
B 75 54 75 63 N/A 45 95 93
3773
priyankark
lighthouse-mcp Claim 2
MCP server for Google Lighthouse performance metrics
B 75 55 75 100 N/A 60 90 39
3774
burtthecoder
Shodan Server Claim 1
A Model Context Protocol server for querying the Shodan API and Shodan CVEDB, p…
B 75 54 73 53 N/A 61 95 93
3775
totonga
odsbox-jaquel-mcp Claim 1
A Model Context Protocol (MCP) server for ASAM ODS with odsbox Jaquel query too…
B 75 54 85 38 68 95 90
3776
dnakov
Frida MCP Claim 1
An MCP-compliant server that enables AI systems to interact with mobile and des…
B 75 55 68 100 45 81 69
3777
Birdsmith
Enables Claude Desktop to interact with the Gauntlet Incept system for generati…
B 75 55 94 73 17 80 92
3778
yigitkonur
example-mcp-server-sse
B 75 55 78 71 40 81 97
3779
lcbro
LCBro Claim
A powerful MCP server for browser automation that supports both Playwright and …
B 75 55 84 68 37 81 94
3780
arshad-khan1
Enables automated timesheet management including creating entries, listing work…
B 75 55 72 73 50 76 100
3781
liadgez
CodeBase Optimizer Claim
Provides comprehensive codebase analysis including project structure evaluation…
B 75 54 90 51 N/A 36 90 97
3782
erichung9060
android-mobile-mcp Claim
B 75 55 60 82 N/A 38 90 98
3783
SecretiveShell
MCP-timeserver Claim 1
Access the time in any timezone and get the current local time
B 75 54 74 62 N/A 41 94 100
3784
upascal
A Zotero library management MCP server designed for Cloudflare Workers that ena…
B 75 55 70 71 51 80 99
3785
boecht
Enables access to BitSight security rating data through company search and rati…
B 75 55 88 37 84 81 91
3786
dbsectrainer
Step-by-step observability for MCP agent workflows
B 75 44 58 N/A N/A 62 83 98
3787
scanady
Provides AI assistants with structured access to an organization's engineering …
B 75 54 88 61 N/A 27 95 89
3788
HayoDev
Safari DevTools MCP Claim 2
MCP server for Safari DevTools — browser debugging and automation for AI coding…
B 75 44 57 N/A N/A 79 95 75
3789
darronz
Enables retrieval of electricity and gas consumption data from Octopus Energy a…
B 75 55 84 71 35 83 92
3790
strowk
mcp-k8s-go Claim
Kubernetes cluster operations through MCP
B 75 55 66 56 89 80 92
3791
antoniolg
Enables image generation and editing using Google Gemini AI with support for mu…
B 75 55 90 71 26 81 91
3792
Salen-Project
ticktick-mcp Claim 1
[TickTick](https://ticktick.com/) MCP server using the official OAuth 2.0 API. …
B 75 55 61 75 63 78 100
3793
jar285
MCP-Discord Claim
A Discord MCP server that enables AI assistants to interact with Discord platfo…
B 75 55 78 71 45 81 91
3794
petrsovadina
sukl-mcp Claim
MCP server poskytující přístup k české databázi léčivých přípravků SÚKL (Státní…
B 75 55 71 80 42 81 93
3795
d3lta02
Prover MCP Claim 1
Enables AI assistants to control Succinct Prover Network operations on Sepolia …
B 75 54 84 68 N/A 21 90 98
3796
talknerdytome-labs
This MCP server enables AI assistants to automatically sync Google Sheets data …
B 75 55 90 66 37 80 91
3797
jakubbuskiewicz
Enables interaction with SQLite databases through natural language, supporting …
B 75 55 84 100 N/A 27 95 51
3798
amotivv
This MCP server provides email sending functionality using Protonmail's SMTP se…
B 75 55 90 61 N/A 39 81 92
3799
ronantakizawa
a11ymcp Claim 2
Web accessibility testing MCP server that analyzes URLs and HTML for WCAG 2.0/2…
B 75 55 85 100 N/A 52 81 41
3800
DatanoiseTV
translator-ai Claim
Enables translation of JSON i18n files to multiple languages using various AI p…
B 75 55 90 53 54 81 93
Showing 3751–3800 of 59385 servers
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