MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22151
mybytecode
supabase Claim
C 66 43 54 62 N/A 57 92
22152
ambit1977
Enables comprehensive management of Google Tag Manager accounts, containers, wo…
C 66 44 84 57 30 81
22153
gradusnikov
Eclipse IDE as an MCP Server for AI Agents
C 66 33 56 N/A N/A 46 95
22154
moisesvilar
smithery-si Claim
C 66 33 66 N/A N/A 29 95
22155
pvliesdonk
scholar-mcp Claim 1
A FastMCP server for the scholarly citation landscape that enables LLMs to sear…
C 66 33 48 86 75
22156
danilop
MCP2Lambda Claim
Enables AI models to interact with AWS Lambda functions via the MCP protocol, a…
C 66 44 90 34 48 81
22157
musnows
RAG MCP Tool Claim
Provides intelligent retrieval capabilities for local files by scanning directo…
C 66 43 62 71 N/A 29 95
22158
maricoxu
A unified remote terminal management server that simplifies complex SSH connect…
C 66 44 78 60 32 81
22159
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
22160
dimitar-grigorov
Non-UTF-8/Unicode encoding: CP1251, CP1252, KOI8-R, ISO-8859 with auto-detection
C 66 43 60 38 N/A 74 95
22161
darwinz
Enables Claude Desktop to securely access Amazon WorkMail email and calendar fu…
C 66 33 62 N/A N/A 35 95
22162
daedalus
mcp-external-memory Claim 1
An MCP server that gives LLMs persistent, searchable semantic memory
C 66 33 39 N/A N/A 71 95
22163
the-momentum
Python boilerplate for creating AI agents, MCP servers, API microservices and m…
C 66 43 72 33 N/A 62 95
22164
AYDJI
Maya MCP Server Claim
Enables AI assistants to programmatically control Autodesk Maya via natural lan…
C 66 43 78 57 N/A 29 87
22165
LupinLin1
Enables AI assistants to generate and edit images through OpenAI's DALL-E model…
C 66 44 60 70 49 81
22166
traver88
gdb-mcp Claim
Enables AI assistants to control GDB debugger via MCP protocol for local and re…
C 66 33 54 N/A N/A 49 95
22167
skydeckai
Enables semantic search and retrieval of personal and team knowledge from conne…
C 66 44 84 51 36 81
22168
EreAlexandru
Enables interaction with Azure DevOps through natural language in Cursor IDE. S…
C 66 43 72 58 N/A 29 94
22169
Rbfinch
Hindsight MCP Claim 1
MCP server for AI-assisted coding with development history: git, tests, Copilot.
C 66 43 75 18 N/A 79 95
22170
1600822305
SO Analyzer MCP Claim
Enables analysis of native Android libraries (SO files) and Flutter application…
C 66 43 76 57 N/A 24 95
22171
artemnovichkov
shortcuts-mcp-server
C 66 33 50 N/A N/A 55 95
22172
Logos-Flux
Mnemo Claim
Provides AI assistants with extended memory by loading large codebases, documen…
C 66 44 60 70 48 81
22173
homelab-admin
Enables AI assistants to control and interact with BetterTouchTool on macOS, al…
C 66 43 48 72 N/A 55 90
22174
ochtum
Windows screen capture MCP server with display, region, and active-window captu…
C 66 33 48 N/A N/A 59 95
22175
hhopke
intervals-icu-mcp Claim 1
MCP server for Intervals.icu — access training, wellness, and performance data …
C 66 33 45 N/A N/A 80 83
22176
VisActor
vchart-mcp-server Claim
A Model Context Protocol (MCP) server for the @visactor/vchart that enables AI …
C 66 44 64 62 55 81
22177
alkoleft
MCP сервер для AI-ассистентов (справка по синтаксису и объектной модели 1С:Пред…
C 66 33 48 N/A N/A 59 95
22178
hyprmcp
mcp-gateway Claim
MCP OAuth Proxy incl. dynamic client registration (DCR), MCP prompt analytics a…
C 66 43 54 37 N/A 88 95
22179
marcelmarais
Spotify Claim
📇 🏠 Control Spotify playback and manage playlists.
C 66 43 68 50 N/A 45 94
22180
solomonneas
misp-mcp Claim 1
An MCP server that enables LLMs to interact with MISP for threat intelligence s…
C 66 44 53 75 53 82
22181
ZachHandley
ZMCPTools Claim
A custom TypeScript MCP Server intended to be used with Claude Code
C 66 43 96 25 N/A 44 88
22182
justinmclean
Apache Health MCP Claim 2
An MCP server for querying and analyzing Apache Incubator podling health report…
C 66 33 63 N/A N/A 32 95
22183
peakmojo
agentic-mcp-client Claim
A standalone agent runner that executes tasks using MCP (Model Context Protocol…
C 66 43 84 31 N/A 44 95
22184
OrbisAPI
Orbis API Marketplace Claim 1
8,000+ pay-per-call APIs via x402 USDC micropayments on Base. No API keys neede…
C 66 33 54 N/A N/A 47 95
22185
adamryczkowski
remove-background Claim 1
A Model Context Protocol server for removing backgrounds from images using AI-p…
C 66 33 65 N/A N/A 28 95
22186
malaya-zemlya
TLS MCP Server Claim 1
Provides a unified tool for TLS certificate analysis with automatic OpenSSL int…
C 66 44 86 56 24 82
22187
sigbit
MCP Auth Proxy is a secure OAuth 2.1 authentication proxy for Model Context Pro…
C 66 43 54 43 N/A 83 90
22188
mdfifty50-boop
qc-validator-mcp Claim
Runtime quality validation for AI agent outputs. Detect hallucinations, enforce…
C 66 33 60 N/A N/A 37 95
22189
phields
Provides access to the Unusual Whales API for real-time financial data, options…
C 66 44 60 71 51 80
22190
milisp
mcp-linker Claim
mcp store manager, add & syncs MCP server configurations across clients like Cl…
C 66 43 64 40 N/A 75 89
22191
e18e
e18e Claim
The official e18e MCP server keeping your agent in check from installing bloate…
C 66 43 54 51 N/A 68 95
22192
lianshuang-photo
Model Context Protocol server that enables AI assistants like Claude to access …
C 66 44 66 72 42 80
22193
wegitor
guitar-pro-mcp Claim 2
A Message Control Protocol (MCP) server for manipulating Guitar Pro files. It p…
C 66 33 72 N/A N/A 16 95
22194
jeremycharlesgillespie
Enables comprehensive Excel operations and financial calculations including inv…
C 66 43 78 57 N/A 21 95
22195
xkumakichi
veridict Claim
Know if you can trust your MCP server. Trust judgment for AI agents.
C 66 33 60 N/A N/A 37 95
22196
iceener
Enables AI agents to manage Linear issues, projects, teams, users, comments, an…
C 66 44 90 43 38 80
22197
JonJam
MCP server providing weather tools with data sourced from AccuWeather.
C 66 33 54 N/A N/A 62 83
22198
chaindead
telegram-mcp Claim
Telegram API integration for accessing user data, managing dialogs (chats, chan…
C 66 43 60 37 N/A 75 95
22199
harumiWeb
exstruct Claim
Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG p…
C 66 43 60 27 N/A 90 94
22200
theraaz
Provides intelligent code context management and semantic search capabilities f…
C 66 44 94 33 42 80
Showing 22151–22200 of 59993 servers
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