MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38101
jude-stiel
nexudus-mcp Claim
Enables natural language booking and management of rooms in Nexudus coworking s…
N/A N/A
38102
taha-sadikot-m
Enables routing of AI model requests for code generation and debugging with API…
38103
yuplin2333
MCP Long Context Reader is a Python-based toolkit designed to overcome the cont…
N/A N/A
38104
mateusoliveirab
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
N/A N/A
38105
oni-chan69
Enables efficient analysis of large codebases using Claude Code and Kimi K2.5 t…
N/A N/A
38106
giveradar
Search, verify, and compare 8.7M+ charities from official government registries…
38107
Jluethke
A unified MCP server for marketing analytics and management across Google Ads, …
38108
Helpmepeet
Enables AI to read MyCourseVille data locally, including assignments, deadlines…
N/A N/A
38109
IzzoIzzoIzzo
Provides tools to cache answers, run local compute, and retrieve stats, reducin…
N/A N/A
38110
inho-team
qe-mcp Claim
Provides QE Framework expert-library guidance with compact search and recommend…
N/A N/A
38111
confidantduk
AgentStore Claim
Provides agent-scoped persistent storage with namespace isolation and TTL-based…
N/A N/A
38112
ahmedraza-96
Provides live Pakistan Stock Exchange data including quotes, intraday and end-o…
38113
Gabry848
cli-mcp Claim
Provides secure execution of terminal commands (PowerShell, CMD, shell) with co…
N/A N/A
38114
Mihkel00
tokven-mcp Claim
Generate design token systems from a hex color — OKLCH-derived, WCAG-validated,…
N/A N/A 95
38115
Logitale
Generate crypto QR codes (BTC, ETH, SOL, USDC, USDT, EURC) and manage payment s…
N/A N/A
38116
deslay1
amendor-mcp Claim
Lets the non-technical people you build for request UI changes directly on your…
38117
rockindahizzy
Web search, page fetching, and research from the terminal or any MCP client — n…
N/A N/A
38118
shawnduggan
garmin-mcp Claim
Enables AI assistants to query live Garmin Connect health and fitness data, inc…
N/A N/A
38119
node2flow-th
MCP server for managing Google Sheets via 23 tools, enabling read/write, format…
38120
yangxinagfeng123
sfc-data-mcp Claim
MCP server that wraps SFC financial data API into 32 tools for comprehensive A-…
38121
hmatrades
An MCP server that lets Claude analyze your TradingView charts by reading the w…
N/A N/A
38122
avianshgujjeai
Provides product overview, proof points, case studies, pricing, and comment sty…
38123
aby0
A 4-stage reading companion that helps users set reading goals, discover books,…
N/A N/A
38124
mahmoud-nb
Structures AI conversations into hierarchical thread trees, replacing full hist…
N/A N/A
38125
jginorio
An MCP server that enables AI assistants to access Sprout Social data including…
38126
jeff-nasseri
Revolut MCP Claim
Bridges AI assistants with the Revolut Business API to enable banking operation…
38127
mcp-server Claim 1
Cultural intelligence API — Hofstede 6-D, etiquette, risk analysis for 195 coun…
N/A N/A 81
38128
nasimcoderex
A configurable MCP server for managing multiple GitHub repositories, branches, …
N/A N/A
38129
elevanaltd
Enables structured multi-perspective debates with Wind (explore), Wall (constra…
38130
damagethundercat
PureData-MCP Claim
Control and live-patch Pure Data from AI agents via the Model Context Protocol.
N/A N/A
38131
LeandroPG19
Cuba-Exec Claim
Advanced shell command execution for AI agents — a Model Context Protocol (MCP)…
N/A N/A
38132
DevShiftTeam
MCP server for AI image generation and editing using Google Gemini image models.
N/A N/A
38133
slavovthinks
tecton-mcp Claim
Enables interaction with Tecton clusters through MCP, allowing management of fe…
38134
sint-ai
An MCP server using Hono and Streamable HTTP, deployable to Cloudflare Workers,…
38135
culstrup
Enables natural language interaction with Unanet GovCon ERP for project managem…
N/A N/A
38136
stefanwille
A Model Context Protocol server for managing Anki flashcards via AnkiConnect, e…
N/A N/A
38137
vighriday
Veris Claim
Behavioral verification intelligence for autonomous coding agents. Builds a beh…
N/A N/A
38138 N/A N/A 95
38139
afreakk
MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
N/A N/A
38140
sandraschi
Enables AI assistants to manage virtual machines, sandboxes, and dev environmen…
N/A N/A 95
38141
noahwang550
An MCP server wrapping AutoGluon's AutoML capabilities, enabling data loading, …
38142 N/A N/A 95
38143
gowtham-vimalan
An MCP server that provides Fantasy Premier League advice, including transfer s…
38144
ASchlatweiler
Grimoire Claim
Read-only MCP server that gives Claude live access to your UE5 project state — …
N/A N/A
38145
CSOAI-ORG
MCP server wrapping RSPCA Assured farmed trout (2025.07) and salmon (2024.05) w…
N/A N/A
38146
andypnguyen11-gif
Enables an AI agent to fetch member profiles and generate deterministic, partne…
38147
Gabrielmcp78
A persistent server using Unix sockets that provides file operations and real-t…
N/A N/A 95
38148
sunilvarun
A custom MCP server that turns Claude into an agentic shopping assistant for se…
N/A N/A
38149
NSLC7779
Enables natural language querying of Korean public medical data (data.go.kr) th…
38150
MCP-Mirror
Enables MCP host applications to retrieve and process structured documentation …
81
Showing 38101–38150 of 64698 servers
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