MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33800
Scored
→
2112
Verified
→
16953
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9101
egyleader
Dart MCP Server ⚡ Claim 1
Bridge the gap between AI coding assistants and Dart/Flutter development workfl…
C 68 5⁄5 ◉ ⏳ 66 82 N/A 53 95 33
9102
sophia-labs
Mnemosyne MCP ⚡ Claim
Enables AI coding agents to query, create, and manage Mnemosyne knowledge graph…
C 68 5⁄5 ◉ ⏳ 90 35 — 37 81 89
9103
paulbennet
AFK Mode ⚡ Claim 1
An MCP server that bridges VS Code Copilot to your mobile device, allowing you …
C 68 5⁄4 ◉ ⏳ 45 70 N/A 32 95 96
9104
jwaresolutions
Polygon MCP Server ⚡ Claim 1
A Model Context Protocol server that enables users to interact with Polygon.io …
C 68 5⁄5 ◉ ⏳ 63 66 — 22 81 99
9105
danhussey
An MCP service for interacting with Transport NSW's API that enables users to f…
C 68 5⁄5 ◉ ⏳ 84 37 — 47 80 86
9106
StacklokLabs
Transforms CSV data into beautiful visualizations including line charts, bar gr…
C 68 5⁄5 ◉ ⏳ 72 36 — 72 81 82
9107
drleadflow
GHL MCP Server ⚡ Claim
Enables AI agents to programmatically manage GoHighLevel accounts through a Clo…
C 68 5⁄5 ◉ ⏳ 60 72 — 30 76 93
9108
cbunting99
Kiro MCP Memory ⚡ Claim
An enhanced MCP server that provides intelligent memory and task management for…
C 68 5⁄4 ◉ ⏳ 70 33 N/A 41 95 100
9109
wyattjoh
calendar-mcp ⚡ Claim 1
MCP server for accessing macOS Calendar events
C 68 5⁄4 ◉ ⏳ 57 58 N/A 34 90 98
9110
lukasschmit
Umami MCP Server ⚡ Claim
Enables AI assistants to interact with Umami Analytics for both Cloud and self-…
C 68 5⁄5 ◉ ⏳ 78 42 — 45 76 93
9111
NakiriYuuzu
SwaggerMcp ⚡ Claim
A service that dynamically generates MCP tools from Swagger/OpenAPI documentati…
C 68 5⁄5 ◉ ⏳ 78 72 — 42 81 57
9112
Meerkats-Ai
Ocean.io MCP Server ⚡ Claim 1
A Model Context Protocol server that enables finding lookalike companies based …
C 68 5⁄5 ◉ ⏳ 69 67 — 21 82 87
9113
nazufel
Bridges Xcode and Cursor to provide real-time access to build errors, warnings,…
C 68 5⁄4 ◉ ⏳ 78 30 N/A 28 95 100
9114
mcp-auth
python ⚡ Claim
🔐 Plug-and-play auth for Python MCP servers.
C 68 6⁄4 ◉ ⏳ 80 72 0 68 95 98
9115
jayluxferro
Exposes Burp Suite's REST API to AI assistants, enabling users to trigger vulne…
C 68 5⁄4 ◉ ⏳ 66 43 N/A 33 95 98
9116
Sugatraj
BrowserTools MCP ⚡ Claim
A browser monitoring and interaction tool that enables AI applications to captu…
C 68 5⁄4 ◉ ⏳ 60 43 N/A 45 95 96
9117
danmartuszewski
hop Claim 1
Fast SSH connection manager with TUI dashboard and MCP server for discovering, …
C 68 5⁄4 ◉ ⏳ 76 36 N/A 78 90 65
9118
PashaBoiko
Enables comprehensive WCAG 2.0/2.1 accessibility testing of web applications us…
C 68 5⁄5 ◉ ⏳ 78 82 N/A 29 92 44
9119
MaheshDoiphode
An MCP server that provides access to project files and their contents, allowin…
C 68 5⁄4 ◉ ⏳ 63 55 N/A 36 87 93
9120
Cappahccino
Supabase MCP Server ⚡ Claim 1
A Model Context Protocol server that enables Claude and other LLMs to perform d…
C 68 5⁄5 ◉ ⏳ 75 46 — 42 82 91
9121
ctermiii
Weather MCP Server ⚡ Claim
Enables real-time weather queries for cities worldwide using Open-Meteo API. Pr…
C 68 5⁄5 ◉ ⏳ 80 95 — 44 81 23
9122
furenqiang-study
A Node.js-based MCP server that extracts numbers from text and generates statis…
C 68 5⁄5 ◉ ⏳ 72 60 — 30 81 86
9123
Darkstar326
Log Analyzer MCP ⚡ Claim
Enables AI-assisted analysis of log files through advanced searching, filtering…
C 68 5⁄5 ◉ ⏳ 78 30 — 46 82 100
9124
cerebralvalley
Enables discovery and submission of AI community events, hackathons, and meetup…
C 68 5⁄5 ◉ ⏳ 66 60 — 29 81 94
9125
j4th
MTG MCP Server ⚡ Claim
Magic: The Gathering card search, combo lookup, draft analytics, and Commander …
C 68 5⁄5 ◉ ⏳ 72 10 — 87 81 100
9126
avivshafir
atdata-email-verification-mcp-server
C 68 5⁄5 ◉ ⏳ 68 43 — 47 81 100
9127
Leee62
Sentry Issues MCP ⚡ Claim
A server that enables retrieval of Sentry issues through two simple tools - get…
C 68 5⁄5 ◉ ⏳ 48 100 — 40 81 65
9128
NSO-developer
Exposes Cisco Network Services Orchestrator (NSO) operations and data as MCP to…
C 68 5⁄5 ◉ ⏳ 66 41 — 49 82 100
9129
shunseven
mocxykit ⚡ Claim
This is an Frontend development service middleware that can be used with webpac…
C 68 5⁄4 ◉ ⏳ 82 41 N/A 48 95 68
9130
appolabs
Appo MCP ⚡ Claim 3
An MCP server that streamlines the integration of the @appolabs/appo SDK into w…
C 68 5⁄5 ◉ ⏳ 69 52 — 46 82 89
9131
bmorphism
Marginalia MCP Server ⚡ Claim 1
Provides access to Marginalia Search for discovering non-commercial and indepen…
C 68 5⁄5 ◉ ⏳ 90 83 — 32 81 37
9132
hypermodel-labs
Analyzes git changes in repositories and generates conventional commit messages…
C 68 5⁄5 ◉ ⏳ 70 62 — 43 71 91
9133
alok-ahirrao
Enables AI assistants to fetch web content, search for products on Google Shopp…
C 68 5⁄5 ◉ ⏳ 70 68 — 19 81 92
9134
danielrosehill
Save-To-NAS MCP ⚡ Claim
Enables saving files and folders to a local NAS over NFS with automatic share d…
C 68 5⁄4 ◉ ⏳ 60 58 N/A 29 95 91
9135
sailay1996
Enables cost-effective repository analysis, code search, file editing, and task…
C 68 5⁄5 ◉ ⏳ 72 82 — 25 81 67
9136
libra850
Enables interaction with Obsidian vaults through MCP, supporting note creation …
C 68 5⁄5 ◉ ⏳ 72 100 N/A 45 95 14
9137
mikah13
mcp-clickup ⚡ Claim 2
MCP Server for the ClickUp API,
C 68 5⁄5 ◉ ⏳ 51 65 — 60 78 88
9138
Blvckjs96
MemoVault ⚡ Claim
A personal memory system that provides AI assistants with long-term memory capa…
C 68 5⁄5 ◉ ⏳ 60 55 — 51 82 92
9139
Eivs
Fetch MCP Server ⚡ Claim
Enables fetching and processing web content by retrieving URLs and converting H…
C 68 5⁄5 ◉ ⏳ 72 100 — 24 81 47
9140
ai-1st
DeepView MCP Claim 1
A Model Context Protocol server that enables IDEs like Cursor and Windsurf to a…
C 68 5⁄5 ◉ ⏳ 73 41 — 51 80 91
9141
ns-personal
A basic TypeScript starter template for building Model Context Protocol (MCP) s…
C 68 5⁄5 ◉ ⏳ 84 82 N/A 25 95 32
9142
johannesPettersson80
CODESYS MCP Toolkit ⚡ Claim 2
A Model Context Protocol server that enables seamless interaction between MCP c…
C 68 5⁄4 ◉ ⏳ 63 31 N/A 69 90 93
9143
109naoki
minimal-mcp-server ⚡ Claim
A minimal MCP server implementation designed for learning how to integrate tool…
C 68 5⁄5 ◉ ⏳ 60 100 N/A 30 95 41
9144
hypersniper05
Enables web content retrieval and semantic search capabilities through the Jina…
C 68 5⁄5 ◉ ⏳ 76 41 — 34 81 100
9145
cmpxchg16
An MCP server that provides LinkedIn & Reddit data
C 68 5⁄4 ◉ ⏳ 65 50 N/A 33 95 91
9146
sergey-mamulchenko
Enables interaction with Anki desktop flashcard app through the AnkiConnect plu…
C 68 5⁄4 ◉ ⏳ 64 47 N/A 39 95 91
9147
hendrickcastro
Enables direct access to raw Markdown content from files or directories without…
C 68 5⁄5 ◉ ⏳ 84 53 — 44 81 67
9148
x51xxx
A TypeScript implementation of a Model Context Protocol server that provides ma…
C 68 5⁄5 ◉ ⏳ 60 58 — 37 81 100
9149
isakskogstad
Kolada MCP Server ⚡ Claim
Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municip…
C 68 6⁄6 ◉ ⏳ 88 76 0 71 82 93
9150
Davidyz
VectorCode ⚡ Claim
A code repository indexing tool to supercharge your LLM experience.
C 68 5⁄4 ◉ ⏳ 62 33 N/A 74 90 90
Showing 9101–9150 of 69070 servers
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