MCP Server Quality Scores
Independent quality analysis of 43365 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39951 |
Superjolt MCP Server
Claim
Enables AI-powered infrastructure management of JavaScript applications via nat…
|
— | ||||||||
| 39952 |
Httpstatus MCP
Claim
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
|
— | ||||||||
| 39953 |
noaa-cdo-mcp-server
Claim
Search NOAA CDO stations and datasets, fetch historical weather observations.
|
— | ||||||||
| 39954 |
Graphiti MCP Server
Claim
This MCP server extracts entities and relationships from text and stores them i…
|
— | ||||||||
| 39955 |
Opendraft
Claim
|
— | ||||||||
| 39956 |
brazilian-dev-mcp
Claim
Utilitários para desenvolvedores brasileiros — CPF, CNPJ, CEP, telefone, moeda,…
|
— | ||||||||
| 39957 |
mcp-server
Claim
A simple, extensible MCP server implementation for local use with tools like Co…
|
— | ||||||||
| 39958 |
StarRocks MCP Server
Claim
A TypeScript implementation of a Model Context Protocol server that enables int…
|
— | ||||||||
| 39959 |
An MCP server that automates extraction of structured financial data from inves…
|
— | ||||||||
| 39960 |
SAOS MCP
Claim
Provides access to Polish court judgments from the SAOS database. Enables searc…
|
— | ||||||||
| 39961 |
mascope-mcp
Claim
World MiniApp reviews and analytics — verified human ratings via World ID
|
— | ||||||||
| 39962 |
Medical MCP Server
Claim
A comprehensive Model Context Protocol (MCP) server for medical document proces…
|
— | ||||||||
| 39963 |
adsb-mcp-server
Claim
Exposes real-time ADS-B aircraft data from a feeder, enabling natural language …
|
— | ||||||||
| 39964 |
ILSpy MCP Server
Claim
Exposes all major ILSpy CLI features as separate MCP tools for decompiling .NET…
|
— | ||||||||
| 39965 |
Executes Python code snippets safely without shell interpretation, supports par…
|
— | ||||||||
| 39966 |
stock-analyzer-mcp
Claim
85 tools for Taiwan + US stock-market analysis — quotes, three major institutio…
|
— | ||||||||
| 39967 |
Playwright selector risk checks with healing suggestions and receipts.
|
— | ||||||||
| 39968 |
web-pixel3
Claim
|
— | ||||||||
| 39969 |
Build Power BI reports with natural language through an MCP server that connect…
|
— | ||||||||
| 39970 |
odoo-mcp-server
Claim
Enables interaction with Odoo ERP systems for product, customer, order, invoice…
|
— | ||||||||
| 39971 |
Kakao Moment MCP
Claim
Enables AI agents to manage Kakao Moment advertisements (Kakao's advertising pl…
|
— | ||||||||
| 39972 |
A Model Context Protocol server that provides Artsy partner analytics tools for…
|
— | ||||||||
| 39973 |
Overleaf MCP
Claim
A real-time MCP server that enables AI coding agents to read, write, and compil…
|
— | ||||||||
| 39974 |
Character Counter
Claim
Count occurrences of any character in your text to quickly gauge frequency. Tog…
|
— | ||||||||
| 39975 |
logsift
Claim
Query, filter, and trace logs from GCP, AWS, Azure, Loki, and Elasticsearch — d…
|
— | ||||||||
| 39976 |
FofaMap
Claim
A MCP-enabled asset mapping and vulnerability scanning agent with AI self-refle…
|
— | ||||||||
| 39977 |
executor
Claim
An integration layer for AI agents that provides a catalog of tools from variou…
|
— | ||||||||
| 39978 |
MCP Logging Assistant
Claim
Provides comprehensive logging and monitoring capabilities for MCP services wit…
|
— | ||||||||
| 39979 |
Futures volatility intelligence: forecasts, regime detection, signals, and anal…
|
— | ||||||||
| 39980 |
@mesheshq/mcp-server
Claim
Enables emitting product events, managing workspaces, routing rules, and integr…
|
— | ||||||||
| 39981 |
server
Claim
Family calendar, tasks, meals, lists & rewards hub for AI assistants.
|
— | ||||||||
| 39982 |
AgentsID Guard
Claim
MCP server that protects shell, file, database, git, and HTTP operations with p…
|
— | ||||||||
| 39983 |
Workflow
Claim
Create, browse, remix, collaborate on, and run durable AI workflow nodes from M…
|
— | ||||||||
| 39984 |
Git Memory MCP Server
Claim
Enables Git repository operations and real-time monitoring via MCP tools, with …
|
— | ||||||||
| 39985 |
claudeai-mcp-bridge
Claim
Bridges your claude.ai authorized connectors (Slack, Atlassian, Gmail, Google C…
|
— | ||||||||
| 39986 |
mcp-server-251215
Claim
|
— | ||||||||
| 39987 |
Dreamlit
Claim
Create, test, publish, and manage Dreamlit notification workflows from AI clien…
|
— | ||||||||
| 39988 |
Home Entity Assistant
Claim
Manage and monitor smart home devices directly within your workspace. Retrieve …
|
— | ||||||||
| 39989 |
Mila
Claim
Mila MCP — Create, read, update docs, spreadsheets, and presentations via AI. C…
|
— | ||||||||
| 39990 |
Memento
Claim
Memento is a local-first, open-source MCP middleware that gives AI agents persi…
|
— | ||||||||
| 39991 |
Pelaris
Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
|
— | ||||||||
| 39992 |
MCP Reddit Server
Claim
Enables AI assistants to interact with Reddit by searching subreddits, retrievi…
|
— | ||||||||
| 39993 |
DelineaMCP
Claim
MCP server for the Delinea Secret Server and Platform APIs, enabling AI agents …
|
— | ||||||||
| 39994 |
mcp-server
Claim
Provides AI-powered tools for querying customer and order analytics, enabling o…
|
— | ||||||||
| 39995 |
vsfclubnew1
Claim
|
— | ||||||||
| 39996 |
patxin
Claim
Request qualified humans for real-time cognitive micro-tasks on demand.
|
— | ||||||||
| 39997 |
stripe-billing-mcp
Claim
stripe-billing-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 39998 |
astroway-mcp
Claim
Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation…
|
— | ||||||||
| 39999 |
productive-mcp-rb2
Claim
Enables interaction with Productive.io for task management, time tracking, budg…
|
— | ||||||||
| 40000 |
Provides a standardized interface for interacting with Tavily's tools and servi…
|
— | ||||||||