MCP Server Quality Scores
Independent quality analysis of 44526 public MCP servers
Last updated 1 hour, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2101 |
Enables LLM interaction with the Macau University of Science and Technology (M.…
|
B 78 5⁄4 | ||||||||
| 2102 |
Enables AI agents to manage OpenWRT routers remotely via SSH, supporting system…
|
B 78 5⁄5 | ||||||||
| 2103 |
Enables remote file system operations (read/write files, manage directories, se…
|
B 78 5⁄5 | ||||||||
| 2104 |
956k Swiss court decisions: full-text search, citation graph, statute lookup (D…
|
B 78 6⁄6 | ||||||||
| 2105 |
GlassCloud
Claim
A cloud relay server that bridges the GlassBridge smart glasses app with Google…
|
B 78 5⁄5 | ||||||||
| 2106 |
Advanced Keycloak MCP server
|
B 78 5⁄5 | ||||||||
| 2107 |
Hacker News MCP Server
Claim
Enables AI assistants to access Hacker News content through 9 comprehensive too…
|
B 78 5⁄5 | ||||||||
| 2108 |
PRD Generator MCP Server
Claim
Reads README files from the file system and automatically generates structured …
|
B 78 5⁄5 | ||||||||
| 2109 |
Enables AI assistants to manage SpinupWP infrastructure, including servers, Wor…
|
B 78 5⁄5 | ||||||||
| 2110 |
Enables browser automation with Puppeteer, supporting navigation, form interact…
|
B 78 5⁄5 | ||||||||
| 2111 |
MCP server for penetration testing
|
B 78 5⁄5 | ||||||||
| 2112 |
Self-verifying ledger MCP server with dual-signed transactions, gift cards, spo…
|
B 78 5⁄5 | ||||||||
| 2113 |
🧑🏻💻 MCP Server for @antvis visualization development, which provides documenta…
|
B 78 5⁄4 | ||||||||
| 2114 |
Manages agent certification by tracking trust scores, capabilities, and test re…
|
B 78 5⁄5 | ||||||||
| 2115 |
GitHub Actions Model Context Protocol Server that allows you to create, manage,…
|
B 78 5⁄5 | ||||||||
| 2116 |
A shared whiteboard server that enables users to provide visual context to AI a…
|
B 78 5⁄5 | ||||||||
| 2117 |
Enables read-only interaction with Snowflake databases through SQL queries, sch…
|
B 78 5⁄5 | ||||||||
| 2118 |
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
|
B 78 5⁄5 | ||||||||
| 2119 |
A server that connects Claude with Spotify, allowing users to control playback,…
|
B 78 5⁄4 | ||||||||
| 2120 |
archy
|
B 78 5⁄5 | ||||||||
| 2121 |
Provides echo tools for testing MCP protocol functionality with message echoing…
|
B 78 5⁄5 | ||||||||
| 2122 |
MarkdownLM MCP Server
Claim
Provides a persistent memory and governance layer that allows AI coding agents …
|
B 78 5⁄5 | ||||||||
| 2123 |
Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first…
|
B 78 5⁄4 | ||||||||
| 2124 |
Provides a comprehensive movie booking experience for AMC Theatres, enabling us…
|
B 78 5⁄5 | ||||||||
| 2125 |
Freshservice MCP server
|
B 78 5⁄5 | ||||||||
| 2126 |
Enables AI assistants to interact with Autodesk Revit to query project data, ma…
|
B 78 5⁄5 | ||||||||
| 2127 |
MCP server for querying the official MCP registry.
|
B 78 5⁄5 | ||||||||
| 2128 |
mcp
Claim
Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC…
|
B 78 5⁄4 | ||||||||
| 2129 |
Enables AI code reviews through the CodeRabbit CLI by exposing a run_review too…
|
B 78 5⁄4 | ||||||||
| 2130 |
Enables AI assistants to interact with USCardForum, a Discourse-based community…
|
B 78 5⁄5 | ||||||||
| 2131 |
Enables interaction with Berlin's open data catalog through tools for full-text…
|
B 78 5⁄4 | ||||||||
| 2132 |
Blawx MCP Server
Claim
Enables interaction with the Blawx API to discover project ontologies, ask ques…
|
B 78 5⁄5 | ||||||||
| 2133 |
Enables interaction with the SendForSign API to list document templates and rea…
|
B 78 5⁄5 | ||||||||
| 2134 |
MCP server for Vercel — manage deployments and view build and runtime applicati…
|
B 78 5⁄4 | ||||||||
| 2135 |
Mnemos
Claim
A self-hosted, multi-context memory server that enables AI agents to search and…
|
B 78 5⁄4 | ||||||||
| 2136 |
Provides arbitrary precision arithmetic operations and advanced mathematical co…
|
B 78 5⁄4 | ||||||||
| 2137 |
A simple MCP server that provides accurate date and time information to Claude …
|
B 78 5⁄5 | ||||||||
| 2138 |
A Python package enabling LLM models to interact with the Memos server via the …
|
B 78 5⁄4 | ||||||||
| 2139 |
A Model Context Protocol (MCP) server that provides comprehensive domain name r…
|
B 78 6⁄4 | ||||||||
| 2140 |
An actively maintained fork of the official Google Drive MCP server that enable…
|
B 78 5⁄4 | ||||||||
| 2141 |
Search Help Scout conversations, customers, organizations, threads, and inboxes…
|
B 78 5⁄5 | ||||||||
| 2142 |
Provides AI assistants with secure, read-only access to over 15,000 financial i…
|
B 78 5⁄4 | ||||||||
| 2143 |
Enables comprehensive content management through Markdown processing, HTML rend…
|
B 78 5⁄4 | ||||||||
| 2144 |
Floyd
Claim
Scheduling and booking engine for AI agents. Check availability, hold slots, an…
|
B 78 5⁄5 | ||||||||
| 2145 |
Enables AI assistants to search and fetch documentation content from Adobe Expe…
|
B 78 5⁄4 | ||||||||
| 2146 |
MCP server for Fivetran API - manage syncs, check status, and control data pipe…
|
B 78 5⁄5 | ||||||||
| 2147 |
Production-ready TypeScript MCP server template — 4 tools, Zod validation, 19 t…
|
B 78 5⁄4 | ||||||||
| 2148 |
Turns any OpenAPI/Swagger API into an MCP server. One MCP tool per endpoint, St…
|
B 78 5⁄5 | ||||||||
| 2149 |
Creates deterministic, auditable vector databases from any content source with …
|
B 78 5⁄5 | ||||||||
| 2150 |
An MCP server that enables AI assistants to interact with Apache Airflow's REST…
|
B 78 5⁄5 | ||||||||