MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22051
dinwal
Provides AI assistants with access to the RecurPost API to manage social media …
C 67 33 68 N/A N/A 29 95
22052
avrabe
mcp-loxone Claim
An opinionated Model Context Protocol (MCP) server for controlling Loxone home …
C 67 43 60 45 N/A 78 90
22053
HoldMyBeer-gg
blend-ai Claim 1
An MCP server that enables AI assistants to control Blender through 108 special…
C 67 33 39 N/A N/A 76 95
22054
sgx-labs
statelessagent Claim
Memory with provenance tracking — records where agent knowledge originated and …
C 67 43 60 46 N/A 70 95
22055
Mutahar456
n8n-MCP Claim 1
An MCP server that empowers AI assistants to build, validate, and manage n8n wo…
C 67 44 79 43 69 76
22056
alexrwilliam
A minimal server that exposes Playwright browser automation capabilities throug…
C 67 43 80 45 N/A 35 95
22057
crawde
xmorf Claim
AI image editing and generation via xmorf API. Edit, generate, and list models.
C 67 33 72 N/A N/A 37 83
22058
mingovvv
tlc-portal-mcp Claim
Enables Claude Code and Codex to manage TwolineCloud internal portal vacation f…
C 67 33 62 N/A N/A 37 95
22059
ankitmalik84
A comprehensive Model Context Protocol (MCP) server for Notion integration with…
C 67 44 90 61 22 77
22060 C 67 43 60 61 N/A 58 90
22061
thought2code
Annotation-driven MCP dev 🚀 No Spring, Zero Boilerplate, Pure Java
C 67 33 48 N/A N/A 63 95
22062
paiml
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with …
C 67 43 60 30 N/A 95 92
22063
JosueM1109
Self-hosted, read-only MCP server that connects your banks and investments via …
C 67 33 58 N/A N/A 66 78
22064
mjrestivo16
Kubernetes MCP Server Claim 1
Enables AI assistants to interact with Kubernetes clusters through 50 specializ…
C 67 44 94 47 42 71
22065
cpfhub
cpfhub Claim 2
MCP server for CPFHub.io. Query Brazilian CPF data directly from AI agents.
C 67 33 75 N/A N/A 32 83
22066
cyanheads
brapi-mcp-server Claim 1
Collaborative BrAPI v2.1 MCP workspace — studies, germplasm, genotypes across B…
C 67 33 60 N/A N/A 57 83
22067
amaterous
picoli-mcp Claim 1
MCP server for picoli.site - URL shortening and click analytics for AI agents
C 67 43 63 71 N/A 32 95
22068
Izyuusya
japan-data-mcp Claim
日本の公的データ(統計・法人・不動産)にAIからアクセスするMCPサーバー。e-Stat統計API・法人番号Web-API・不動産情報ライブラリAPIの3AP…
C 67 43 50 68 N/A 75 83
22069
devfinprojects
An enterprise-grade MCP server that integrates AI agents with Google Sheets and…
C 67 44 84 68 27 76
22070
theYahia
tilda-mcp Claim 1
MCP server for Tilda API — projects, pages. 3 tools.
C 67 33 49 N/A N/A 58 95
22071
INGIPSA
Kitsu MCP Server Claim
Connects AI assistants to the Kitsu open-source production management platform …
C 67 44 76 61 43 80
22072
duke0317
A comprehensive Model Context Protocol (MCP) server that provides 39 profession…
C 67 44 84 62 27 81
22073
bellx2
Repsona MCP Server Claim
Enables integration with Repsona project management platform, allowing users to…
C 67 44 72 62 47 80
22074
Martian-Engineering
Enables Claude Code to orchestrate a team of independent Claude Code sessions w…
C 67 43 60 52 N/A 62 94
22075
Seey215
MCP server for advanced web search using Tavily API.
C 67 43 69 62 N/A 50 83
22076
sunjoonkim
openslide-python Claim
C 67 33 56 N/A N/A 50 95
22077
benswork-space
canido-mcp Claim
Look up permits, licenses, and fees for food service businesses in Austin, SF, …
C 67 33 72 N/A N/A 37 83
22078
wlu03
Enables trading and portfolio management through the Alpaca API, allowing users…
C 67 44 88 61 29 76
22079
evan043
Advanced Claude Code CLI toolkit - agents, hooks, skills, MCP servers, phased d…
C 67 43 72 23 N/A 84 92
22080
ampcome-mcps
Edgee MCP Server Claim 1
MCP Server for the Edgee API, enabling organization management, project operati…
C 67 43 57 68 N/A 45 95
22081
spkane
An MCP server that enables AI assistants to interact with FreeCAD for 3D modeli…
C 67 43 60 38 82 95
22082
jeandelest
Screen MCP Claim
Enables LLMs to capture screenshots and screen recordings through MCP with chun…
C 67 33 66 N/A N/A 30 95
22083
LoamStudios
A GitHub MCP Server extension for Zed
C 67 43 42 68 N/A 72 95
22084
sapph1re
MCP server that synthesizes user feedback from multiple sources into actionable…
C 67 33 72 47 75
22085
govindgnair23
redflag-mcp Claim 1
An MCP server that provides queryable access to Anti-Money Laundering (AML) red…
C 67 33 65 N/A N/A 32 95
22086
jameslong
vancouver Claim
Simple MCP server library for Elixir.
C 67 33 50 N/A N/A 58 95
22087
getmockd
mockd Claim
Multi-protocol API mock server with 18 MCP tools. Mock HTTP, GraphQL, gRPC, Web…
C 67 43 60 43 N/A 81 90
22088
EimanTahir027
A local Retrieval-Augmented Generation system that enables AI agents to query a…
C 67 33 60 N/A N/A 43 95
22089
chrischall
resy-mcp Claim
Resy reservation management — search, book, cancel, favorites, and Priority Not…
C 67 33 66 N/A N/A 59 75
22090
RmMargt
A Model Context Protocol (MCP) based search API server that provides standardiz…
C 67 44 90 41 44 81
22091
zjl13
A boilerplate template for developing Model Context Protocol (MCP) servers, pro…
C 67 43 74 63 N/A 31 90
22092
markster-exec
A comprehensive business management suite that integrates CRM, sales intelligen…
C 67 44 96 42 35 81
22093
nex-crm
nex Claim
Organizational context & memory for AI agents. Connect 100+ tools into one know…
C 67 33 64 N/A N/A 49 83
22094
ZhaoDiankui
mariadb-mcp Claim
C 67 33 60 N/A N/A 42 95
22095
funwarioisii
mcp-rb Claim
A lightweight Ruby framework for building MCP servers with a Sinatra-like DSL
C 67 33 54 N/A N/A 53 95
22096
GigaChatTester
HubSpot MCP Server Claim
Provides comprehensive access to HubSpot CRM API for managing contacts, compani…
C 67 44 62 71 53 81
22097
0rkz
byte-protocol Claim
Per-byte USDC data feeds and oracles for AI agents. Verifiable, no token, no AP…
C 66 33 66 55 75
22098
ambit1977
Enables comprehensive management of Google Tag Manager accounts, containers, wo…
C 66 44 84 57 30 81
22099
mtwn105
Turn topics, links, and files into AI-generated research notebooks — summarize,…
C 66 43 64 66 N/A 39 90
22100
GeorgeStrakhov
MCPeasy Claim
A production-grade multi-tenant MCP server that provides different tools and co…
C 66 44 100 40 24 81
Showing 22051–22100 of 66518 servers
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