MCP Server Quality Scores
Independent quality analysis of 66427 public MCP servers
Last updated 5 hours, 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64151 |
MCP Instruct
Claim
Provides persistent personal and organizational knowledge storage that any LLM …
|
— | ||||||||
| 64152 |
meok-abci-bridge-mcp
Claim
MEOK ABCI Bridge MCP — read-only Tendermint / Cosmos blockchain query for agent…
|
— | ||||||||
| 64153 |
wp-mcp-server
Claim
MCP server for WordPress that integrates Telegram post parsing and SideQuest ap…
|
— | ||||||||
| 64154 |
WordPress MCP Server
Claim
Enables Claude Code to directly manage WordPress sites via natural language, in…
|
— | ||||||||
| 64155 |
One MCP, many parsers
Claim
One MCP, many parsers. Routes between markitdown, Docling, and LlamaParse. Plus…
|
— | ||||||||
| 64156 |
Token Bowl MCP Server
Claim
Enables interaction with a Token Bowl fantasy football league through the Sleep…
|
— | ||||||||
| 64157 |
An MCP server for TestRail that prepares everything needed to generate test cas…
|
— | ||||||||
| 64158 |
mobile-growth-mcp
Claim
MCP server for mobile growth & user acquisition, connecting LLMs to a curated k…
|
— | ||||||||
| 64159 |
ats
Claim
Which ATS does a company use? Portal-verified answers for 743 employers + resum…
|
— | ||||||||
| 64160 |
recipe-finder-ai-mcp
Claim
recipe-finder-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 64161 |
Reflection MCP Server
Claim
Enables reflective thinking and memory storage with support for multiple AI pro…
|
— | ||||||||
| 64162 |
AskMia eSIM MCP Server
Claim
## AskMia eSIM MCP Server
AskMia MCP Server enables AI agents to search and se…
|
— | ||||||||
| 64163 |
pyspark-mcp
Claim
SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.
|
— | ||||||||
| 64164 |
smithery-cloud
Claim
|
— | ||||||||
| 64165 |
kakao_mcp_checktime
Claim
MCP server for real estate checktime, providing pre/post-contract checklists, r…
|
— | ||||||||
| 64166 |
aviation-mcp
Claim
Live aviation data for AI agents: METAR weather, airports, aircraft, glossary &…
|
— | ||||||||
| 64167 |
Deterministic finance & safety APIs for AI agents: DCF, IRR, Greeks, risk. Free…
|
— | ||||||||
| 64168 |
Provides a standardized interface for interacting with SharePoint tools and ser…
|
— | ||||||||
| 64169 |
opendesignguard-mcp
Claim
Paid remote MCP for agent design system guard MCP, structured receipts, audit l…
|
— | ||||||||
| 64170 |
tampermonkey-mcp
Claim
MCP server to manage your Tampermonkey scripts
|
— | ||||||||
| 64171 |
Notion Advisor
Claim
An MCP server that provides AI assistants with full access to Notion workspaces…
|
— | ||||||||
| 64172 |
Enables AI agents to securely query governed Snowflake data and use Cortex AI t…
|
— | ||||||||
| 64173 |
trae123
Claim
|
— | ||||||||
| 64174 |
Big Indexer
Claim
Architecture-aware MCP context with boundaries, seams, impact scope, and BGI-TW…
|
— | ||||||||
| 64175 |
translator-pro-ai-mcp
Claim
AI-powered translator pro ai MCP server for agents. Supports translate text, de…
|
— | ||||||||
| 64176 |
Billing infrastructure for AI agents. Preflight spend checks + post-execution u…
|
— | ||||||||
| 64177 |
swiss-culture-mcp
Claim
MCP server providing access to Swiss cultural heritage data including ISOS town…
|
— | ||||||||
| 64178 |
backend2mcp
Claim
Automatically converts Python web backends (FastAPI, Flask, Django) into MCP se…
|
— | ||||||||
| 64179 |
Chrome MCP Server
Claim
Turn your Chrome browser into your intelligent assistant - Let AI take control …
|
— | ||||||||
| 64180 |
OpenTrain
Claim
Hire human data labelers, RLHF annotators, and evaluators from your coding agen…
|
— | ||||||||
| 64181 |
simplenote-mcp
Claim
MCP server for reading Simplenote notes across macOS, Linux, and Windows
|
— | ||||||||
| 64182 |
Unofficial read-only MCP server for your local WhatsApp chat history (stays on …
|
— | ||||||||
| 64183 |
Paid KYC, AML, and regulatory risk assessment over MCP via x402 USDC micropayme…
|
— | ||||||||
| 64184 |
Funplay Godot MCP
Claim
stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot…
|
— | ||||||||
| 64185 |
rosettahub-mcp-server
Claim
Manage RosettaHUB user AWS accounts — budgets, AWS CLI, access control.
|
— | ||||||||
| 64186 |
ClickUp MCP Server
Claim
Audit ClickUp workspaces: spaces, folders, lists, custom fields, tasks, and vie…
|
— | ||||||||
| 64187 |
Okareo
Claim
Simulation, evaluation and monitoring for voice agents.
|
— | ||||||||
| 64188 |
MCP Weather Data Fetcher
Claim
Enables AI agents to retrieve live weather updates for any city via OpenWeather…
|
— | ||||||||
| 64189 |
supply-chain-mcp
Claim
Supply chain management and logistics tools for AI agents. Capabilities: shipme…
|
— | ||||||||
| 64190 |
drive-update-mcp
Claim
Enables Claude to update existing Google Drive files in place via a service acc…
|
— | ||||||||
| 64191 |
The GIS Data Conversion MCP allows reverse geocoding, WKT/GeoJSON conversion, T…
|
— | ||||||||
| 64192 |
Integrates OpenWeatherMap API with MCP to provide weather data, forecasts, air …
|
— | ||||||||
| 64193 |
hk-misc-mcp-server
Claim
Provides access to Hong Kong government auction data for confiscated, used/surp…
|
— | ||||||||
| 64194 |
Historical crypto OHLCV candle data API for AI agents. Daily, 4-hour, and 1-hou…
|
— | ||||||||
| 64195 |
RainyMCP
Claim
A network analysis MCP server providing 23 tools for packet capture, protocol a…
|
— | ||||||||
| 64196 |
mcp-server
Claim
An MCP server that integrates with LangChain and ChromaDB to provide documentat…
|
— | ||||||||
| 64197 |
Provide AI assistants with up-to-date access to Google Workspace APIs and servi…
|
— | ||||||||
| 64198 |
servicenow-mcp-ai
Claim
ServiceNow MCP server — 67 tools over the full REST surface, every auth method,…
|
— | ||||||||
| 64199 |
nbdpsy-mcp
Claim
MCP server for managing Xiaohongshu (Little Red Book) account matrix operations…
|
— | ||||||||
| 64200 |
Busymate DevTools
Claim
Capture, inspect & debug HTTPS traffic across iOS, Android, browsers & backends…
|
— | ||||||||