MCP Server Quality Scores
Independent quality analysis of 66415 public MCP servers
Last updated 5 hours, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5151 |
HT-MCP
Claim
ht-mcp is useful for enabling Agents to use terminals (e.g. bash, zsh, fish) i…
|
B 73 5⁄5 | ||||||||
| 5152 |
Rwandan legislation via MCP — full-text search across statutes and provisions
|
B 73 5⁄5 | ||||||||
| 5153 |
Provides AI-powered search, research, and reasoning capabilities through integr…
|
B 73 5⁄4 | ||||||||
| 5154 |
Enables AI assistants to manage website feedback from Feedbucket, including lis…
|
B 73 5⁄5 | ||||||||
| 5155 |
📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule C…
|
B 73 5⁄4 | ||||||||
| 5156 |
Enables AI assistants to interact with SAP Signavio Process Manager through its…
|
B 73 5⁄5 | ||||||||
| 5157 |
Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95…
|
B 73 5⁄5 | ||||||||
| 5158 |
A Model Context Protocol server that provides real-time CNN Fear & Greed Index …
|
B 73 5⁄4 | ||||||||
| 5159 |
An AI agent task management system that provides structure and visualization fo…
|
B 73 5⁄5 | ||||||||
| 5160 |
Enables LLMs to send messages and rich embeds to Discord via webhooks, supporti…
|
B 73 5⁄5 | ||||||||
| 5161 |
Enables access to YApi interface documentation by retrieving API details throug…
|
B 73 5⁄5 | ||||||||
| 5162 |
Facilitates semantic analysis of chat conversations through vector embeddings a…
|
B 73 5⁄5 | ||||||||
| 5163 |
MCP-ORTools integrates Google's OR-Tools constraint programming solver with Lar…
|
B 73 5⁄4 | ||||||||
| 5164 |
A Model Context Protocol server that provides network packet capture and analys…
|
B 73 5⁄4 | ||||||||
| 5165 |
Integrates with MES, CMMS, and IoT systems to manage manufacturing operations, …
|
B 73 5⁄5 | ||||||||
| 5166 |
Node.js server that allows searching Discourse forum posts through the Model Co…
|
B 73 5⁄5 | ||||||||
| 5167 |
A Message Control Protocol server that enables Claude Desktop and other applica…
|
B 73 5⁄4 | ||||||||
| 5168 |
Enables LLMs to interact with Things 3 task manager on macOS via AppleScript, a…
|
B 73 5⁄5 | ||||||||
| 5169 |
Enables AI applications to automate your existing browser using your logged-in …
|
B 73 5⁄4 | ||||||||
| 5170 |
An MCP server that validates Mermaid diagram syntax and identifies diagram type…
|
B 73 5⁄4 | ||||||||
| 5171 |
MCP Python Linter
Claim
Enables Python code linting by integrating the Model Context Protocol with tool…
|
B 73 5⁄5 | ||||||||
| 5172 |
An MCP server that enables AI agents to interact with Atlassian products (Confl…
|
B 73 5⁄5 | ||||||||
| 5173 |
An MCP server for Nordic nRF Connect SDK development that enables users to list…
|
B 73 5⁄5 | ||||||||
| 5174 |
A Model Context Protocol server for controlling Eufy RoboVac vacuum cleaners, e…
|
B 73 5⁄5 | ||||||||
| 5175 |
Provides access to SEC filings and detailed XBRL financial data for all publicl…
|
B 73 5⁄5 | ||||||||
| 5176 |
A professional-grade MCP server that enables AI assistants to monitor web servi…
|
B 73 5⁄5 | ||||||||
| 5177 |
mcp-tic-tac-toe
Claim
Play Tic Tac Toe against an AI opponent using this MCP server.
|
B 73 5⁄4 | ||||||||
| 5178 |
Provides application insights for Vue apps by exposing component trees, state, …
|
B 73 5⁄4 | ||||||||
| 5179 |
Enables AI agents to interact with Exegol pentesting containers to execute comm…
|
B 73 5⁄4 | ||||||||
| 5180 |
Enables comprehensive Reddit interaction including fetching posts, analyzing us…
|
B 73 5⁄5 | ||||||||
| 5181 |
Analyzes webpage screenshots to extract precise layout information by locating …
|
B 73 5⁄5 | ||||||||
| 5182 |
Control ParaView through arbitrary Python code
|
B 73 5⁄4 | ||||||||
| 5183 |
mcp-angular-cli
|
B 73 5⁄4 | ||||||||
| 5184 |
An MCP server that provides current and historical gold/precious metal prices (…
|
B 73 5⁄5 | ||||||||
| 5185 |
MCP Server for DealX platform
|
B 73 5⁄5 | ||||||||
| 5186 |
Provides long-term memory storage for AI assistants with semantic search, enabl…
|
B 73 5⁄4 | ||||||||
| 5187 |
Enables simultaneous querying and schema exploration across multiple database t…
|
B 73 5⁄5 | ||||||||
| 5188 |
Enables creation and management of Framer plugins with web3 capabilities like w…
|
B 73 5⁄5 | ||||||||
| 5189 |
A token-efficient, schema-aware MCP server that enables AI assistants to safely…
|
B 73 5⁄4 | ||||||||
| 5190 |
MCP Gemini Server
Claim
A dedicated server that wraps Google's Gemini AI models in a Model Context Prot…
|
B 73 5⁄5 | ||||||||
| 5191 |
Enables creation, management, and export of Excalidraw drawings through natural…
|
B 73 5⁄5 | ||||||||
| 5192 |
This server integrates the OASIS, OpenSERV, and STAR platforms to provide tools…
|
B 73 5⁄5 | ||||||||
| 5193 |
Enables random number generation with statistical analysis, CSV data storage, a…
|
B 73 5⁄4 | ||||||||
| 5194 |
Enables persistent storage and semantic search of coding preferences, patterns,…
|
B 73 5⁄5 | ||||||||
| 5195 |
Enables AI assistants to create and manage visual automation configurations, wo…
|
B 73 5⁄5 | ||||||||
| 5196 |
A server that enables interacting with Prefect workflow automation tools throug…
|
B 73 5⁄4 | ||||||||
| 5197 |
Connects AI coding assistants (Cursor, Claude Desktop) to DaVinci Resolve, enab…
|
B 73 5⁄4 | ||||||||
| 5198 |
Provides AI assistants with direct access to multi-vendor network devices for t…
|
B 73 5⁄5 | ||||||||
| 5199 |
Enables automated dataset processing and onboarding using Google Drive integrat…
|
B 73 5⁄5 | ||||||||
| 5200 |
MCP server for real interactive terminal sessions — REPLs, SSH, databases, Dock…
|
B 73 5⁄5 | ||||||||