MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3851 |
An MCP server that enables AI assistants to perform web searches on Perplexity.…
|
B 75 5⁄5 | ||||||||
| 3852 |
A Model Context Protocol (MCP) server for ASAM ODS with odsbox Jaquel query too…
|
B 75 5⁄4 | ||||||||
| 3853 |
A FastAPI-based server that enables AI assistants to perform Highway Capacity M…
|
B 75 5⁄5 | ||||||||
| 3854 |
Enables web scraping and crawling capabilities for LLM clients, supporting sing…
|
B 75 5⁄5 | ||||||||
| 3855 |
Provides an interactive dashboard within VS Code Copilot to manage Azure Storag…
|
B 75 5⁄5 | ||||||||
| 3856 |
An orchestration system that coordinates multiple MCP servers to eliminate AI s…
|
B 75 5⁄4 | ||||||||
| 3857 |
A WebMCP-native browser agent that runs inside your real Chrome — control it fr…
|
B 75 5⁄4 | ||||||||
| 3858 |
An MCP server that provides rfc editing capabilities
|
B 75 4⁄4 | ||||||||
| 3859 |
Enables capturing screenshots from Android devices over WiFi for UI debugging a…
|
B 75 5⁄5 | ||||||||
| 3860 |
Enables access to RuneScape 3 data including real-time Grand Exchange prices, i…
|
B 75 5⁄5 | ||||||||
| 3861 |
Provides AI agents with access to a comprehensive database of 200+ Next.js docu…
|
B 75 5⁄5 | ||||||||
| 3862 |
An integration server that provides Claude Desktop access to Gmail, enabling us…
|
B 75 5⁄4 | ||||||||
| 3863 |
Provides access to UK Environment Agency's real-time flood monitoring data, ena…
|
B 75 5⁄5 | ||||||||
| 3864 |
A comprehensive Model Context Protocol server providing complete TickTick task …
|
B 75 5⁄5 | ||||||||
| 3865 |
A concurrent browser MCP server that supports multiple parallel browser instanc…
|
B 75 5⁄5 | ||||||||
| 3866 |
Integrates the levelang.app translation API with AI assistants to provide trans…
|
B 75 5⁄5 | ||||||||
| 3867 |
Enables real-time user intervention for MCP agents through a web UI, allowing u…
|
B 75 5⁄5 | ||||||||
| 3868 |
A Model Context Protocol (MCP) server that provides advanced code analysis and …
|
B 75 5⁄5 | ||||||||
| 3869 |
Enable seamless file operations, repository management, and advanced search fun…
|
B 75 5⁄5 | ||||||||
| 3870 |
Enables privacy-respecting web searches through SearXNG metasearch engine with …
|
B 75 5⁄5 | ||||||||
| 3871 |
Enables philosophical reasoning and concept analysis through NARS non-axiomatic…
|
B 75 5⁄4 | ||||||||
| 3872 |
Integrates with Clockify to manage time entries through natural language prompt…
|
B 75 5⁄5 | ||||||||
| 3873 |
Enables monitoring and control of the SST development process by streaming dev …
|
B 75 5⁄4 | ||||||||
| 3874 |
MCP - WCAG 2.1 color contrast checker - contrast ratios, compliance and accessi…
|
B 75 5⁄4 | ||||||||
| 3875 |
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents.…
|
B 75 5⁄4 | ||||||||
| 3876 |
Discord MCP Server
Claim
Enables AI agents to send and receive Discord messages using a user's account t…
|
B 75 5⁄4 | ||||||||
| 3877 |
An enterprise infrastructure layer for the Model Context Protocol that provides…
|
B 75 5⁄5 | ||||||||
| 3878 |
A server that integrates the dnstwist DNS fuzzing tool with MCP-compatible appl…
|
B 75 5⁄4 | ||||||||
| 3879 |
TerminusAI
Claim
Execute terminal commands locally or remotely via SSH with session persistence …
|
B 75 5⁄4 | ||||||||
| 3880 |
Enables Claude to perform thorough code reviews by integrating with Codex and G…
|
B 75 5⁄5 | ||||||||
| 3881 |
Enterprise-grade MCP server for SAP ABAP development, enabling AI-powered codin…
|
B 75 5⁄4 | ||||||||
| 3882 |
Facilitates AI session handoffs and next steps tracking through project-based o…
|
B 75 5⁄5 | ||||||||
| 3883 |
MCP Server for Zotero SQLite Database - collection, tagging, PDF reading and mo…
|
B 75 5⁄4 | ||||||||
| 3884 |
An MCP tool enabling structured thinking and analysis across multiple AI platfo…
|
B 75 5⁄5 | ||||||||
| 3885 |
MCP Example Express
Claim
A basic example of developing and running serverless Model Context Protocol (MC…
|
B 75 6⁄6 | ||||||||
| 3886 |
Enables AI assistants to query and analyze logs from Graylog instances using un…
|
B 75 5⁄5 | ||||||||
| 3887 |
A server for managing Rust documentation that enables users to check, build, an…
|
B 75 5⁄5 | ||||||||
| 3888 |
A chatbot implementation compatible with MCP (terminal / streamlit supported)
|
B 75 5⁄4 | ||||||||
| 3889 |
The Architecture Review Agent is an open-source AI agent sample that reviews so…
|
B 75 5⁄4 | ||||||||
| 3890 |
|
B 75 5⁄4 | ||||||||
| 3891 |
SettlementWitness
Claim
Remote-first MCP adapter for emitting Settlement Attestation Receipts; not a ve…
|
B 75 6⁄6 | ||||||||
| 3892 |
NetlifyMCPServer
Claim
A basic example of developing and running serverless Model Context Protocol (MC…
|
B 75 6⁄6 | ||||||||
| 3893 |
Provides AI assistants with real-time web search, intelligent data extraction f…
|
B 75 5⁄5 | ||||||||
| 3894 |
Enables AI assistants to access and analyze NOAA electronic navigational charts…
|
B 75 5⁄4 | ||||||||
| 3895 |
Enables authentication and interaction with DhanHQ trading APIs through OAuth-b…
|
B 75 5⁄5 | ||||||||
| 3896 |
MCP Server Bootcamp
Claim
A comprehensive free bootcamp that teaches the creation of Model Context Protoc…
|
B 75 5⁄4 | ||||||||
| 3897 |
Enables interaction with the Hugging Face Dataset Viewer API, allowing users to…
|
B 75 5⁄5 | ||||||||
| 3898 |
Actual Budget MCP Server
Claim
Enables AI assistants to interact with Actual Budget for personal finance manag…
|
B 75 5⁄5 | ||||||||
| 3899 |
Enables structured step-by-step reasoning with branching, revisions, and self-c…
|
B 75 5⁄4 | ||||||||
| 3900 |
Kaspersky OpenTIP Model Context Protocol Server. This server gives access to Ka…
|
B 75 5⁄5 | ||||||||