MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22201 |
A Python MCP server that retrieves requirements and bug data from TAPD platform…
|
C 57 4⁄4 | ||||||||
| 22202 |
A Model Context Protocol server that enables seamless integration with Freedcam…
|
C 57 4⁄4 | ||||||||
| 22203 |
Enables interaction with multiple Google services including Maps, Finance, Flig…
|
C 57 4⁄4 | ||||||||
| 22204 |
A MCP server that provides AI-powered image generation capabilities through Goo…
|
C 57 4⁄3 | ||||||||
| 22205 |
Auth proxy for MCP servers: OAuth2 + DCR, JWT, RBAC, rate limiting, multi-serve…
|
C 57 4⁄4 | ||||||||
| 22206 |
An auto-generated Multi-Agent Conversation Protocol Server for interacting with…
|
C 57 4⁄4 | ||||||||
| 22207 |
Provides a note storage system with a custom URI scheme and includes tools for …
|
C 57 4⁄3 | ||||||||
| 22208 |
A minimal and extensible local MCP server that provides core utilities like pin…
|
C 57 3⁄3 | ||||||||
| 22209 |
Provides real-time news feeds from major Singapore news sources including The S…
|
C 57 4⁄4 | ||||||||
| 22210 |
Manage clients, contacts, proposals, estimates, and projects in Joe API. Create…
|
C 57 4⁄3 | ||||||||
| 22211 |
Solr MCP
Claim
A Python server that enables AI assistants to perform hybrid search queries aga…
|
C 57 4⁄4 | ||||||||
| 22212 |
A CalDAV-compliant MCP server that enables AI models to manage personal schedul…
|
C 57 4⁄4 | ||||||||
| 22213 |
An auto-generated MCP server for Google's Serverless VPC Access API, enabling c…
|
C 57 4⁄3 | ||||||||
| 22214 |
Memgraph MCP Server - includes a tool to run a query against Memgraph and a sch…
|
C 57 4⁄3 | ||||||||
| 22215 |
A ticket tracking system that integrates with AI assistants through the Model C…
|
C 57 4⁄3 | ||||||||
| 22216 |
MCP Monitor
Claim
An observability tool for agentic AI pipelines that intercepts MCP and Python t…
|
C 57 4⁄4 | ||||||||
| 22217 |
A fully MCP-compliant, open-source maritime data service that provides real-tim…
|
C 57 4⁄3 | ||||||||
| 22218 |
Invoke a Watson Orchestrate agent via MCP. Configure with WO_AGENT_ID.
|
C 57 3⁄3 | ||||||||
| 22219 |
Enables sending emails through the Resend service API. Provides a simple email …
|
C 57 4⁄4 | ||||||||
| 22220 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 57 4⁄4 | ||||||||
| 22221 |
MCP Docs Server
Claim
Aggregates documentation from multiple sources (llms.txt format or web scraping…
|
C 57 4⁄4 | ||||||||
| 22222 |
Enables external AI assistants to interact with Logseq graphs through 34 specia…
|
C 57 4⁄4 | ||||||||
| 22223 |
awesome-mcp-security
Claim
🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️
|
C 57 3⁄3 | ||||||||
| 22224 |
An MCP server for integrating AI models with client applications, allowing for …
|
C 57 4⁄4 | ||||||||
| 22225 |
Enables robot navigation control and monitoring through natural language. Provi…
|
C 57 4⁄3 | ||||||||
| 22226 |
Kaimon.jl
Claim
MCP server giving AI agents full access to Julia's runtime via a live Gate — co…
|
C 57 4⁄3 | ||||||||
| 22227 |
Kibana MCP Server
Claim
Provides seamless access to Kibana and Periscope logs through a unified API wit…
|
C 57 4⁄4 | ||||||||
| 22228 |
A Model Context Protocol (MCP) server that provides AI-powered customer support…
|
C 57 4⁄4 | ||||||||
| 22229 |
TypeScript library, MCP, and agent-friendly CLI for the BuiltWith API.
|
C 57 4⁄3 | ||||||||
| 22230 |
A robust SSH server facilitating secure remote command execution with TMUX sess…
|
C 57 4⁄4 | ||||||||
| 22231 |
Provides real-time system metrics and information through a Model Context Proto…
|
C 57 4⁄4 | ||||||||
| 22232 |
MCP server for Typst, a markup-based typesetting system. It provides tools for …
|
C 57 4⁄3 | ||||||||
| 22233 |
Provides tools to retrieve and validate Goods and Services Tax (GST) details us…
|
C 57 4⁄4 | ||||||||
| 22234 |
Creates professional PowerPoint presentations from Markdown or JSON with intell…
|
C 57 4⁄4 | ||||||||
| 22235 |
game-mcp
Claim
Discovers and manages installed games on Windows from Steam, Epic, GOG, Xbox, a…
|
C 57 4⁄3 | ||||||||
| 22236 |
Extracts structured key-value pairs from arbitrary, noisy, or unstructured text…
|
C 57 4⁄4 | ||||||||
| 22237 |
A Node.js service that provides spot trading functionality through the LnExchan…
|
C 57 4⁄4 | ||||||||
| 22238 |
Enables access to LinkedIn data through the Li Data Scraper API, supporting pro…
|
C 57 4⁄4 | ||||||||
| 22239 |
Provides Tezos wallet management and blockchain interaction tools for AI agents…
|
C 57 4⁄4 | ||||||||
| 22240 |
An MCP server for generic Database Management System (DBMS) Connectivity via th…
|
C 57 3⁄3 | ||||||||
| 22241 |
Zhihu MCP Server
Claim
A simple HTTP API server that allows users to publish articles, create answers,…
|
C 57 4⁄3 | ||||||||
| 22242 |
Manage your Hostex vacation rentals—properties, reservations, availability, lis…
|
C 57 5⁄5 | ||||||||
| 22243 |
mcp-guard
Claim
Comprehensive security scanner for Model Context Protocol (MCP) servers
|
C 57 4⁄3 | ||||||||
| 22244 |
A minimal and extensible local MCP server that provides core utilities like pin…
|
C 57 3⁄3 | ||||||||
| 22245 |
An auto-generated Multi-Agent Conversation Protocol server that enables interac…
|
C 57 4⁄4 | ||||||||
| 22246 |
MCP Orquestrador
Claim
Advanced task automation system that reads codebases, divides complex tasks int…
|
C 57 4⁄3 | ||||||||
| 22247 |
sampledotnetmcpserver
Claim
Sample .NET MCP Server
|
C 57 3⁄3 | ||||||||
| 22248 |
A Model Context Protocol server that provides a standardized interface for inte…
|
C 57 4⁄4 | ||||||||
| 22249 |
An MCP server that enables searching for specific files by name within the curr…
|
C 57 4⁄3 | ||||||||
| 22250 |
A MCP server for the Discord integration. Enable your AI assistants to seamless…
|
C 57 3⁄3 | ||||||||