MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9951 |
Payment gateway for autonomous AI agents. Single gateway key for tool discovery…
|
C 66 6⁄6 | ||||||||
| 9952 |
A minimal Node.js Model Context Protocol server that exposes two simple tools (…
|
C 66 5⁄5 | ||||||||
| 9953 |
Enables querying real-time air quality index (AQI) data for Chinese cities, inc…
|
C 66 5⁄5 | ||||||||
| 9954 |
MCP server for Kaiten API — cards, boards. 3 tools.
|
C 66 4⁄4 | ||||||||
| 9955 |
MCP server providing accessibility criteria from MagentaA11y
|
C 66 6⁄4 | ||||||||
| 9956 |
MCP server for DataHub data catalogs. Discover datasets, explore lineage, and a…
|
C 66 6⁄4 | ||||||||
| 9957 |
Automatically analyzes and dispatches user tasks to appropriate handlers, suppo…
|
C 66 5⁄5 | ||||||||
| 9958 |
A secure Model Context Protocol server that enables Claude Code to connect with…
|
C 66 5⁄5 | ||||||||
| 9959 |
An MCP server that enables LLMs to count occurrences of specific letters within…
|
C 66 5⁄4 | ||||||||
| 9960 |
Geocode addresses, lookup administrative boundaries, and process DigiPin codes …
|
C 66 6⁄4 | ||||||||
| 9961 |
Provides real-time weather updates and city geocoding by integrating the Nomina…
|
C 66 5⁄5 | ||||||||
| 9962 |
A read-only Model Context Protocol server that enables LLMs to query Cisco Fire…
|
C 66 5⁄5 | ||||||||
| 9963 |
Enables agents to convert text to speech using OpenAI's TTS models with voice s…
|
C 66 5⁄4 | ||||||||
| 9964 |
An MCP server designed for managing files and folders specifically on the Windo…
|
C 66 5⁄4 | ||||||||
| 9965 |
Provides a Model Context Protocol interface for HexagonML ModelManager tools, e…
|
C 66 5⁄5 | ||||||||
| 9966 |
AI-native Model Context Protocol (MCP) server for TestRail. Lets Claude, Cursor…
|
C 66 6⁄4 | ||||||||
| 9967 |
A Model Context Protocol server that uses Osmosis-Apply-1.7B to intelligently a…
|
C 66 5⁄5 | ||||||||
| 9968 |
Enables interaction with local Beancount accounting ledgers through structured …
|
C 66 5⁄4 | ||||||||
| 9969 |
A TypeScript-based MCP server that enables users to interact with Prometheus me…
|
C 66 5⁄5 | ||||||||
| 9970 |
A Model Context Protocol server enabling AI assistants to interact with Trilium…
|
C 66 5⁄5 | ||||||||
| 9971 |
Browser automation for MCP clients via Zen Browser. Parallel multi-tab, content…
|
C 66 5⁄4 | ||||||||
| 9972 |
A Model Context Protocol server for Marketing Connect AI integrations that prov…
|
C 66 5⁄5 | ||||||||
| 9973 |
A Model Context Protocol server that manages orders through a REST API, allowin…
|
C 66 5⁄5 | ||||||||
| 9974 |
Typescript library for integrating Adyen APIs via an MCP server
|
C 66 6⁄6 | ||||||||
| 9975 |
60+ Meta Ads tools for AI agents: audits, campaign management, audiences and CA…
|
C 66 5⁄5 | ||||||||
| 9976 |
A Node.js application that provides a JSON-RPC interface to interact with CO2 s…
|
C 66 5⁄4 | ||||||||
| 9977 |
Enables secure, read-only access to Firebase Firestore collections and Storage …
|
C 66 5⁄5 | ||||||||
| 9978 |
Enables AI assistants to create and delete GitHub repositories with customizabl…
|
C 66 5⁄5 | ||||||||
| 9979 |
EdgeOne Geo MCP Server
Claim
Enables AI models to access user geolocation information through EdgeOne Pages …
|
C 66 5⁄5 | ||||||||
| 9980 |
Provides AI models with real-time data about New England's power grid through a…
|
C 66 5⁄5 | ||||||||
| 9981 |
An MCP server for organizing research papers, books, and digital sources by tra…
|
C 66 5⁄4 | ||||||||
| 9982 |
Maximo MCP Server
Claim
An API server that enables interaction with IBM Maximo resources like Assets an…
|
C 66 5⁄5 | ||||||||
| 9983 |
An MCP server that provides fast Spotlight file search capabilities for macOS
|
C 66 5⁄5 | ||||||||
| 9984 |
Lambda-MCP-Server
Claim
Creates a simple MCP tool server with "streaming" HTTP.
|
C 66 5⁄4 | ||||||||
| 9985 |
Enables batch image compression and resizing using the TinyPNG API. Supports PN…
|
C 66 5⁄5 | ||||||||
| 9986 |
MSI Metadata MCP Server
Claim
Enables reading MSI installer metadata, analyzing Windows software packages, an…
|
C 66 5⁄4 | ||||||||
| 9987 |
Enables AI agents to manage Tencent Cloud Live services through natural languag…
|
C 66 5⁄5 | ||||||||
| 9988 |
Provides intelligent error detection and debugging capabilities across multiple…
|
C 66 5⁄4 | ||||||||
| 9989 |
Enables searching and retrieving content from BookStack knowledge bases via the…
|
C 66 5⁄5 | ||||||||
| 9990 |
A server that enables web searches using different providers (currently Bing) a…
|
C 66 5⁄5 | ||||||||
| 9991 |
An MCP server for validating, auto-fixing, and scaffolding TwinCAT 3 XML files …
|
C 66 5⁄4 | ||||||||
| 9992 |
An MCP server for reading, rendering, and searching PDF files, specifically opt…
|
C 66 5⁄4 | ||||||||
| 9993 |
A Model Context Protocol server that enables Claude to search and access detail…
|
C 66 5⁄5 | ||||||||
| 9994 |
Enables text translation between different languages using the Lingvanex Transl…
|
C 66 5⁄5 | ||||||||
| 9995 |
Mandatory human approval gate for autonomous AI agents. Intercepts critical, ir…
|
C 66 6⁄4 | ||||||||
| 9996 |
Bridges Claude with a live FreeCAD instance to provide deep access to runtime s…
|
C 66 5⁄4 | ||||||||
| 9997 |
Real-time crypto volume anomaly detection across 50+ tokens for whale signals
|
C 66 5⁄4 | ||||||||
| 9998 |
Generate visualizations from fetched data using the VegaLite format and rendere…
|
C 66 5⁄4 | ||||||||
| 9999 |
Enables interaction with Confluence to manage spaces, pages, and comments with …
|
C 66 5⁄5 | ||||||||
| 10000 |
MCP server that lets LLMs execute code through the Piston remote code execution…
|
C 66 5⁄5 | ||||||||