MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 1 hour, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43451 |
robot-md-mcp
Claim
A one-command MCP server that bridges a ROBOT.md file to any MCP-aware agent, e…
|
— | ||||||||
| 43452 |
MCP Server for ZeroEntropy collections, top documents and rerankers
|
— | ||||||||
| 43453 |
shopify-forecast-mcp
Claim
Enables AI assistants to forecast revenue and demand for Shopify stores using G…
|
— | ||||||||
| 43454 |
publicfinance
Claim
Enables AI agents to access SEC EDGAR filings, US Treasury rates, BLS labor sta…
|
— | ||||||||
| 43455 |
Enables querying clinical trial data from the AACT database (ClinicalTrials.gov…
|
— | ||||||||
| 43456 |
Hardware-accelerated codebase mapping that indexes Git repositories into Postgr…
|
— | ||||||||
| 43457 |
SME Copilot MCP Server
Claim
Generates business action reports for SMEs by retrieving company profiles throu…
|
— | ||||||||
| 43458 |
stm32-mcp-docs
Claim
MCP server that provides semantic search and documentation for STM32 microcontr…
|
— | ||||||||
| 43459 |
nesto-staging
Claim
|
— | ||||||||
| 43460 |
Google Admin MCP Server
Claim
A FastMCP server for managing Google Workspace users through the Admin Director…
|
— | ||||||||
| 43461 |
reddit-monitor
Claim
|
— | ||||||||
| 43462 |
calculator-mcp-test
Claim
|
— | ||||||||
| 43463 | — | |||||||||
| 43464 |
mcpv3e
Claim
MCP server providing greeting and echo tools for testing and demonstration.
|
— | ||||||||
| 43465 |
code-graph-mcp
Claim
A high-performance code knowledge graph server implementing MCP, indexing codeb…
|
— | ||||||||
| 43466 |
Enables AI assistants to securely search and retrieve information from a user's…
|
— | ||||||||
| 43467 |
open-meteo-mcp-server
Claim
Provides comprehensive access to Open-Meteo weather APIs, including forecasts, …
|
— | ||||||||
| 43468 |
SORACOM MCP Server
Claim
A Model Context Protocol (MCP) server for interacting with SORACOM APIs.
|
— | ||||||||
| 43469 |
Gmail MCP Server
Claim
Integrates with Gmail APIs to manage emails and labels, including sending, dele…
|
— | ||||||||
| 43470 |
87+ specialized tools for German and European energy data. Direct AI access to …
|
— | ||||||||
| 43471 |
runware
Claim
|
— | ||||||||
| 43472 |
google-search-console
Claim
Enables querying Google Search Console data, including search analytics, indexi…
|
— | ||||||||
| 43473 |
genlayer-cli-mcp
Claim
MCP server for AI agents to work with GenLayer projects, providing tools to run…
|
— | ||||||||
| 43474 |
shipswiftcomponents-mcp
Claim
A paid remote MCP for ShipSwift, built to return verdicts, receipts, usage logs…
|
— | ||||||||
| 43475 |
Search and retrieve cryptographically-verified compliance nodes. 3,000+ nodes a…
|
— | ||||||||
| 43476 |
mcptestingwm
Claim
A minimal MCP server for validating connectivity to World Monitor, exposing too…
|
— | ||||||||
| 43477 |
CL Razorpay MCP Server
Claim
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
|
— | ||||||||
| 43478 |
chrome-dev-mcp
Claim
An MCP server that connects AI agents to a running Chrome tab via the Chrome De…
|
— | ||||||||
| 43479 |
v0-mcp-ts
Claim
Bridge design and code seamlessly by generating UI components and layouts from …
|
— | ||||||||
| 43480 |
skill-curator-mcp
Claim
Enables AI agents to intelligently match tasks to skills through semantic embed…
|
— | ||||||||
| 43481 |
claudaborative-editing
Claim
Enables real-time AI editing assistance in the WordPress block editor, allowing…
|
— | ||||||||
| 43482 |
Etherscan MCP Python
Claim
Provides comprehensive access to Ethereum blockchain data through the Etherscan…
|
— | ||||||||
| 43483 |
personal-health-mcp
Claim
Self-hosted MCP server that aggregates personal health data from Google Health,…
|
— | ||||||||
| 43484 |
moengage-mcp
Claim
MCP server for MoEngage marketing platform, exposing campaign and email-templat…
|
— | ||||||||
| 43485 |
test
Claim
|
— | ||||||||
| 43486 |
slurm_MCP
Claim
Enables interaction with Slurm HPC clusters via SSH, allowing job submission, m…
|
— | ||||||||
| 43487 |
meshy-youtube-mcp
Claim
Enables generating 3D models from text prompts, rendering turntable animations,…
|
— | ||||||||
| 43488 |
NotebookLM MCP Server
Claim
Provides CLI and MCP server to programmatically access Google NotebookLM, enabl…
|
— | ||||||||
| 43489 |
ai-visibility-mcp
Claim
Enables AI agents to check whether AI assistants recommend a brand and audit a …
|
— | ||||||||
| 43490 |
Enables natural language-powered ETL workflows using Airflow, AWS Glue, Athena,…
|
— | ||||||||
| 43491 |
Check U.S. NHTSA vehicle safety recall campaigns by make, model, and year. Live…
|
— | ||||||||
| 43492 |
Social media profile enrichment API for AI agents. Look up any social handle or…
|
— | ||||||||
| 43493 |
New Solana token launch scanner API for AI agents. Monitor new token deployment…
|
— | ||||||||
| 43494 |
ComplyMe.AI MCP server for legal & data protection risk analysis and audits.
|
— | ||||||||
| 43495 |
apple-event-mcp
Claim
MCP server for Apple event liveblog updates from Engadget, MacRumors, iClarifie…
|
— | ||||||||
| 43496 |
coppa-ferpa-mcp
Claim
Children's privacy compliance: COPPA (US), FERPA (US edu), EU AI Act children's…
|
— | ||||||||
| 43497 |
mcp-obo
Claim
Implements the on-behalf-of flow with Entra ID to enable authorized calls to Mi…
|
— | ||||||||
| 43498 |
A10 Guardian
Claim
MCP server that enables AI agents to manage A10 Networks DDoS mitigation device…
|
— | ||||||||
| 43499 |
synapsis
Claim
Unified durable team memory MCP server with tools for session management, task …
|
— | ||||||||
| 43500 |
telegram-mcp
Claim
Enables AI agents to read, send, and organize Telegram messages and chats. Supp…
|
— | ||||||||
