MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29501
mcp-merchant Claim 1
Search-only commerce MCP server backed by Stripe (test)
F 16 35 0 0 47
○ Unscored
29502
cyanheads
Query real-time and historical USGS water data from ~8,000 stream gages and gro…
29503
nikshepsvn
Enables cross-chain transactions (swap, send, balance) on 10 blockchains from a…
29504
NanaKabu
Verifiable random decisions, audit sampling, fair selection, and proof verifica…
29505
cookiecad
ClickUp MCP Claim
Enables ClickUp workspace management including tasks, docs, teams, spaces, and …
29506
us-all
Airflow MCP server — read DAGs, runs, task instances, log tails; trigger and cl…
29507
seonokkim
mcp-server Claim
An MCP server that integrates with LangChain and ChromaDB to provide documentat…
N/A N/A
29508
NOVA-3951
Logo.dev Claim
Search and retrieve company logos by brand or domain. Customize size, format, a…
N/A N/A 95
29509
cyanheads
Get live scores, schedules, standings, team and player data for NFL, NBA, MLB, …
N/A N/A
29510
sebastianall1977
gmail-mcp7 Claim
N/A N/A 95
29511
0xNullAI
DG-MCP Claim
Enables MCP clients to control DG-Lab Coyote 2.0/3.0 devices via Bluetooth, pro…
N/A N/A
29512
thornjad
stormscope Claim
Provides real-time US weather data for AI assistants via MCP, including current…
29513
aryanduntley
Debug PWAs in your real browser via MCP: service-worker, cache, installability …
N/A N/A
29514
TheodorStorm
Brainstorm Claim
Enables AI agents to communicate, coordinate, and collaborate on complex tasks …
N/A N/A
29515
ItamiForge
Provides AI agents with accurate, version-aware documentation for React Native,…
N/A N/A
29516
vogler75
MCP server providing access to Siemens WinCC V8 SCADA systems via REST API, ena…
29517
Ramsi-K
Enables natural language image augmentation via the MCP protocol, using Albumen…
N/A N/A
29518
recallnet
Enables interaction with Recall services for blockchain storage operations, inc…
29519
k-wakamatsu-tms
Remote MCP server for managing TickTick tasks and projects, offering 22 tools f…
29520
Llldmiao
基于Model Context Protocol (MCP) 的A股实时行情查询服务器,支持查询A股实时价格、历史K线数据、财务信息及市场概况。
29521
Auxin-io
Miami Friend Claim
Ask a friendly Miami local for quick answers to your questions. Get recommendat…
N/A N/A 95
29522
cyanheads
Search anime/manga, franchise watch order, schedule, characters, rankings, stud…
N/A N/A
29523
verysleepylemon
unity-mcp Claim
The first Model Context Protocol server for Unity projects. It gives AI assista…
N/A N/A
29524
ErnestoCorona
kanboard-mcp Claim
TypeScript MCP server for [Kanboard](https://kanboard.org) with multi-project r…
N/A N/A
29525
vwww-droid
An MCP server for real-device Android reversing workflows, wrapping AlgorithmAi…
N/A N/A
29526
Provides double-entry accounting ledger creation, transaction recording, and fi…
N/A N/A
29527
kajolchawla98
A lightweight MCP-style server integrating Google Docs and Gmail, enabling AI t…
N/A N/A
29528
wannanbigpig
db-mcp Claim
A secure MCP server for connecting AI assistants to MySQL, Redis, and MongoDB w…
N/A N/A
29529
mraro
Connects AI agents like Claude to the Tray Commerce platform, enabling natural …
29530
caron14
Validates BigQuery SQL syntax and performs dry-run analysis without executing q…
29531
prompteus-ai
Dynamically creates an MCP server from any OpenAPI schema, enabling seamless in…
29532
dexhunter
kaggle-mcp Claim
A Model Context Protocol server that provides tools to interact with Kaggle API…
29533
Sato-Isolated
MCP server for MongoDB-powered memory bank management with multi-project isolat…
29534
workos
A template for building MCP servers with optional per-tool authentication using…
29535
social
An authoritative AEO (answer-engine-optimization) reference corpus on saving fa…
81
29536
sthbryan
This MCP server provides tools for AI agents to search the web, fetch page cont…
29537
onetrip
Pulse Claim
Access comprehensive travel and location data to streamline trip planning and d…
29538
yushulx
MCP server that helps AI assistants generate accurate code and guidance for Dyn…
29539
universal-mcp
Enables integration with Gong's sales platform through MCP, providing access to…
29540
ginishuh
Model Context Protocol (MCP) server for NovelAI image generation. Create high-q…
N/A N/A
29541
Travis-Prall
Enables LLM-friendly access to the CourtListener legal database and eCFR for se…
29542
kuba2290
Enables AI assistants to manage RetellAI voice services including calls, agents…
29543
Mofesto
MCP server for Fubon Securities, providing comprehensive Taiwan stock trading a…
N/A N/A
29544
nevermined-io
Weather MCP Claim
Minimal MCP server exposing today's weather for a city via tool, resource, and …
29545
Enables MCP clients like Claude Desktop to search, retrieve, and analyze Korean…
29546
mizulike
hittad Claim
N/A N/A 95
29547
linancn
TianGong AI Model Context Protocol (MCP) Server supports Streamable Http protoc…
29548
litsen
LFWin Payment MCP Server is a payment capability service for AI Agents. Adherin…
29549
Model Context Protocol server exposing the SCOUTS-AI web search API as a single…
29550
chunleiding
MCP server for Office document automation, enabling AI assistants to create, re…
N/A N/A
Showing 29501–29550 of 45235 servers
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