MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50151
chestnutforty
Provides backtesting-compliant financial data including company financials, his…
81
50152
M0TT3P
digihub-mcp Claim
MCP server for the digihub.li content API, enabling Claude to read and write St…
N/A N/A
50153
AdevAarons
Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and…
50154
junter1989k-ai
Saudi Arabia payments for AI agents — mada / STC Pay via Tap Payments. Never ho…
50155
fernando-menendez
Recao Claim
Rank a competitor's EU App Store ads by longevity. From Apple's official Ad Rep…
50156
haykv-cr
Enables natural language interaction with Cadence Virtuoso SKILL via Claude Cod…
N/A N/A
50157
wealthAPI-eu
mcp-server Claim
Read-only MCP server for wealthAPI: portfolio, cash-flow, and dividend insights…
N/A N/A
50158
khangte
Provides GitHub API tools (repo info, open PRs, latest release) via FastMCP, ea…
50159
marduk191
A complete MCP server that gives LM Studio's Qwen3 (or any local LLM) full codi…
N/A N/A
50160
narrateai
NarrateAI Claim
Stop recording your voice. NarrateAI adds professional voiceover to silent scre…
81
50161
tizee
A Model Context Protocol (MCP) server that provides access to DeepSeek-R1's rea…
50162
wysh3
Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
N/A N/A 95
50163
collactivelabs
Enables AI agents to interact with the Pinterest API, allowing management of bo…
50164 N/A N/A 95
50165
bestimmaa
roon-mcp Claim
MCP server to control the Roon music player, enabling AI agents to search music…
N/A N/A
50166
toolprint
MCPing Claim
Enables AI assistants to send desktop notifications on macOS with rich formatti…
N/A N/A
50167
oculairmedia
An MCP server for controlling SideFX Houdini via hrpyc, enabling AI assistants …
50168
LISTENAI
commands-mcp Claim
An MCP server that lets you define and run custom shell commands via YAML templ…
N/A N/A
50169
agentbankmcp
Merchant-side MCP server for agentbank that lets merchants read their own order…
50170
Gino019
Enables AI assistants to interact with Enmask data masking tool via MCP tools f…
N/A N/A
50171
Yusufihsangorgel
An MCP server that lets an agent inspect and operate Redis-backed job queues, s…
50172
anwarminarso
Enables MCP clients to control EasyEDA Pro for schematic and PCB design through…
N/A N/A
50173
chiaha-ai
QSimHealth Claim
Healthcare staffing simulator — ED, walk-in clinic, and appointment office DES …
50174
Infrawise Claim 1
Azure FinOps cost optimization for Claude Code: idle resources, rightsizing, re…
N/A N/A 81
50175
polar3130
MCP server for Google Cloud Support API v2. Provides tools for managing Google …
50176
ai-mcp-garage
Enables intelligent file and folder comparison with advanced text normalization…
81
50177
Sunilk240
A weather service built using Model-Context-Protocol (MCP) that provides curren…
50178
zachsents
TS Hover MCP Claim
A standalone MCP server that provides TypeScript type inference and hover infor…
N/A N/A
50179
josephstreeter
Enables SQL-based identity lookups for IDMS systems, supporting search by accou…
50180
BigKAA
qmcp Claim
Semantic search server for code and documentation using Qdrant vector database.…
N/A N/A
50181
PRojas01
Local governance layer for AI-assisted development, providing human authorizati…
N/A N/A
50182
dev-87i5
AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
81
50183
aravindev
inkscape_mcp Claim
MCP server that lets AI agents drive Inkscape — interactively alongside the GUI…
N/A N/A
50184
ezedonovan
Enables AI assistants to query Pixalate's analytics, fraud detection, and enric…
50185
elliot-evno
ddg--mcp6 Claim
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
50186
yuly3
A Model Context Protocol server that connects to Snowflake databases and execut…
50187
jin7942
A zero-config personal knowledge management MCP server that enables Claude Desk…
N/A N/A
50188
vulcan-sport
Enables autonomous trading on Polymarket prediction markets using natural langu…
N/A N/A
50189
cdsassj00
A personal memory MCP server that stores and retrieves conversation memories, e…
50190
PierrunoYT
Enables high-quality image generation using Bytedance's SeedDream 4.0 model via…
81
50191
TrisC0
An MCP server that lets Claude query Google's Gemini CLI as a sub-agent. Get se…
N/A N/A
50192
Microck
MCP server for controlling a local camofox-browser instance, enabling LLM agent…
N/A N/A
50193
shawlzs
screen-mcp Claim 1
An MCP server that enables AI agents like Claude to capture screen screenshots …
N/A N/A 95
50194
ko-syun
Cherry blossoms, autumn foliage & festivals — one API for AI agents and develop…
81
50195
FunplayAI
stdio bridge for the local Unreal Editor MCP server from FunplayAI/funplay-unre…
N/A N/A
50196
DoughyJoeyD
Marketplace-seller tools: listing audits, PPC kits, pricing, compliance. Paid v…
50197
devliegerwout
workspace Claim
Floreal Holidays Belgium: live prices and availability; staff sign in for group…
50198
seaser0
An open-source Model Context Protocol (MCP) server for the Open Telekom Cloud (…
50199
cryptoyoginya
Enables querying a local health knowledge base with hybrid RAG (vector + FTS5) …
N/A N/A
50200
abenassi
Real-time Argentine open data: dollar rates, BCRA, INDEC, AFIP, INFOLEG, SEPA p…
Showing 50151–50200 of 67226 servers