MCP Server Quality Scores
Independent quality analysis of 47628 public MCP servers
Last updated 1 hour, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24101 |
A lightweight bridge extension that enables Claude Desktop to connect to VSCode…
|
D 54 4⁄3 | ||||||||
| 24102 |
LLM-native optimization solver: LP, MIP, portfolio & scheduling via HiGHS/OR-To…
|
D 54 4⁄3 | ||||||||
| 24103 |
An MCP server that enables users to interact with the Bluesky social network th…
|
D 54 4⁄4 | ||||||||
| 24104 |
An MCP server that enables users to search for recipes and cooking instructions…
|
D 54 4⁄4 | ||||||||
| 24105 |
MCP Weather Server
Claim
Enables AI agents to access real-time and historical weather data through multi…
|
D 54 4⁄4 | ||||||||
| 24106 |
An MCP server that provides detailed information about your development environ…
|
D 54 4⁄3 | ||||||||
| 24107 |
A customizable Model Context Protocol server built with mcp-framework that enab…
|
D 54 4⁄4 | ||||||||
| 24108 |
Foxit PDF API MCP Server
Claim
MCP server that exposes Foxit PDF API capabilities via stdio.
|
D 54 4⁄3 | ||||||||
| 24109 |
BaseLayer
Claim
Re-usable multi part components built on React Aria and TailwindCSS.
|
D 54 4⁄3 | ||||||||
| 24110 |
mcp-azure-devops
Claim
Azure DevOps MCP for querying repositories, pipelines, work items, and delivery…
|
D 54 4⁄3 | ||||||||
| 24111 |
register
Claim
|
D 54 4⁄3 | ||||||||
| 24112 |
A Multi-Agent Conversation Protocol server that enables interaction with the Cl…
|
D 54 4⁄4 | ||||||||
| 24113 |
Provides access to Tushare financial data through the Model Context Protocol, e…
|
D 54 4⁄4 | ||||||||
| 24114 |
MCP server for Databricks, BigQuery, PostgreSQL, MySQL, SQL Server, SQLite, Mar…
|
D 54 3⁄3 | ||||||||
| 24115 |
Manage Docker infrastructure across multiple homelab hosts including Unraid, Pr…
|
D 54 4⁄4 | ||||||||
| 24116 |
kitwork
Claim
Automate kit workflows effortlessly with a lightweight, high-performance, fast,…
|
D 54 4⁄3 | ||||||||
| 24117 |
An MCP server for Zoho Creator's Scaflog application that provides note managem…
|
D 54 4⁄3 | ||||||||
| 24118 |
UptimeRobot MCP API
Claim
A management server for UptimeRobot that enables natural language processing th…
|
D 54 4⁄4 | ||||||||
| 24119 |
A local vector database system that provides LLM coding agents with fast, effic…
|
D 54 4⁄3 | ||||||||
| 24120 |
Enables comprehensive video and audio processing using FFmpeg, supporting tasks…
|
D 54 4⁄3 | ||||||||
| 24121 |
Enables username enumeration across 400+ social media platforms using the Sherl…
|
D 54 4⁄4 | ||||||||
| 24122 |
Enables asynchronous and parallel execution of Claude Code tasks across multipl…
|
D 54 4⁄3 | ||||||||
| 24123 |
MCP Server for Text to Speech
|
D 54 4⁄3 | ||||||||
| 24124 |
A Solana blockchain interaction server that allows AI tools to query blockchain…
|
D 54 4⁄4 | ||||||||
| 24125 |
Enables comprehensive control of iOS simulators and real devices through AI ass…
|
D 54 4⁄3 | ||||||||
| 24126 |
A Model Context Protocol server that provides AI models with structured access …
|
D 54 4⁄4 | ||||||||
| 24127 |
MCP proxy that wraps any MCP server and transparently converts JSON responses i…
|
D 54 4⁄4 | ||||||||
| 24128 |
dotfiles
Claim
|
D 54 3⁄3 | ||||||||
| 24129 |
Enables interaction with the Turbopuffer vector database to manage namespaces a…
|
D 54 4⁄3 | ||||||||
| 24130 |
gcloud MCP Cloud Run
Claim
Enables interaction with Google Cloud Platform services through gcloud CLI comm…
|
D 54 4⁄4 | ||||||||
| 24131 |
An MCP tool server that provides stateful, TUI-compatible terminal sessions.
|
D 54 4⁄3 | ||||||||
| 24132 |
mkinf SDK to interact with mkinf hub MCP servers
|
D 54 4⁄3 | ||||||||
| 24133 |
Enables interactive stock market analysis using local Deepseek-R1 model through…
|
D 54 4⁄3 | ||||||||
| 24134 |
MCP Server
Claim
A multi-functional computing platform server designed to integrate with large l…
|
D 54 4⁄4 | ||||||||
| 24135 |
Enables interaction with Google Calendar through OAuth 2.0 authentication. Supp…
|
D 54 4⁄4 | ||||||||
| 24136 |
Provides a Multi-Agent Conversation Protocol server for interfacing with the Vi…
|
D 54 4⁄4 | ||||||||
| 24137 |
Aegis-ZK
Claim
On-chain trust verification for AI agent tools. Agents query skill attestations…
|
D 54 4⁄4 | ||||||||
| 24138 |
A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n…
|
D 54 4⁄4 | ||||||||
| 24139 |
An MCP Server that provides a conversational interface to the DoubleClick Bid M…
|
D 54 4⁄3 | ||||||||
| 24140 |
Compute log mean temperature difference for heat exchanger analysis. Choose Cel…
|
D 54 3⁄3 | ||||||||
| 24141 |
amiready-ai
Claim
|
D 54 4⁄3 | ||||||||
| 24142 |
A search service based on multiple image APIs and icon generation capabilities,…
|
D 54 4⁄4 | ||||||||
| 24143 |
A Model Context Protocol implementation that enables AI-powered access to docum…
|
D 54 4⁄3 | ||||||||
| 24144 |
test server to see how clients handle a lot of tools
|
D 54 4⁄3 | ||||||||
| 24145 |
Provides up-to-date Python package manager commands by cross-referencing offici…
|
D 54 4⁄4 | ||||||||
| 24146 |
Enables AI assistants to create, validate, and visualize ArchiMate 3.2 enterpri…
|
D 54 4⁄4 | ||||||||
| 24147 |
A Multi-Agent Conversation Protocol server that provides a standardized interfa…
|
D 54 4⁄3 | ||||||||
| 24148 |
Let the grumpy senior dev review your code with this MCP server
|
D 54 4⁄3 | ||||||||
| 24149 |
A Windows-optimized server providing universal data analytics for JSON and CSV …
|
D 54 4⁄3 | ||||||||
| 24150 |
Agience
Claim
MCP-native workspace for turning live work into durable knowledge.
|
D 54 4⁄3 | ||||||||