MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15201 |
A smart router that helps users discover the most relevant tools from an MCP ca…
|
F 30 5⁄4 | ||||||||
| 15202 |
A bridge between Gemini and GLM-4.5 models that provides 25 tools for automatin…
|
F 30 5⁄5 | ||||||||
| 15203 |
A Model Context Protocol server that provides access to iTerm. You can run comm…
|
F 30 5⁄4 | ||||||||
| 15204 |
Utilize advanced API capabilities to enhance your coding experience.
|
F 30 5⁄4 | ||||||||
| 15205 |
Serves prompt templates through a standardized protocol for transforming basic …
|
F 30 5⁄5 | ||||||||
| 15206 |
MCP server that connects your IDE or AI assistant to GitHub Copilot CLI for cod…
|
F 30 5⁄5 | ||||||||
| 15207 |
A standalone Model Context Protocol service that connects MasterGo design tools…
|
F 30 5⁄5 | ||||||||
| 15208 |
Explore your local files with fast glob matching and text search. Find files ac…
|
F 30 5⁄4 | ||||||||
| 15209 |
Upload Markdown to Confluence with auto-converted Mermaid diagrams, code blocks…
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F 30 5⁄5 | ||||||||
| 15210 |
A Model Context Protocol server that provides real-time web search capabilities…
|
F 30 5⁄4 | ||||||||
| 15211 |
A starter template for building Model Context Protocol (MCP) servers using Type…
|
F 30 5⁄4 | ||||||||
| 15212 |
Enables Claude to collect and search for product feedback directly from Slack w…
|
F 30 5⁄5 | ||||||||
| 15213 |
A sample implementation of Model Context Protocol server using Next.js and the …
|
F 30 5⁄5 | ||||||||
| 15214 |
An MCP server that enables integration with SonarQube Server or Cloud for code …
|
F 30 6⁄4 | ||||||||
| 15215 |
A security wrapper for MCP servers that provides trust-on-first-use pinning, gu…
|
F 30 5⁄5 | ||||||||
| 15216 |
A demonstration MCP server built with TypeScript and Bun that implements a clas…
|
F 30 5⁄5 | ||||||||
| 15217 |
MCP server that fetches YouTube video transcripts and optionally summarizes the…
|
F 30 5⁄4 | ||||||||
| 15218 |
PiAPI MCP server makes users able to generate media content with Midjourney/Flu…
|
F 30 5⁄5 | ||||||||
| 15219 |
An AI-powered code consultation server that routes programming queries to speci…
|
F 30 5⁄5 | ||||||||
| 15220 |
Maintains consistent LLM interaction styles across conversations by storing emo…
|
F 30 5⁄5 | ||||||||
| 15221 |
An MCP server that allows users to upload projects (single files or directories…
|
F 30 6⁄6 | ||||||||
| 15222 |
Exposes SOAP-based web services as MCP servers by parsing WSDL files. Enables A…
|
F 30 5⁄5 | ||||||||
| 15223 |
Enables Claude to intelligently query and analyze your resume using RAG technol…
|
F 30 5⁄4 | ||||||||
| 15224 |
A template for building MCP servers from OpenAPI specifications, enabling autom…
|
F 30 5⁄5 | ||||||||
| 15225 |
MCP server for comprehensive ethical analysis of AI conversations, detecting bi…
|
F 30 5⁄4 | ||||||||
| 15226 |
Collects and stores Danbooru character data in a Turso cloud database with auto…
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F 30 5⁄5 | ||||||||
| 15227 |
Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced …
|
F 30 5⁄5 | ||||||||
| 15228 |
An MCP server that enables users to search and navigate Madison, Wisconsin muni…
|
F 30 5⁄4 | ||||||||
| 15229 |
Gemini Image and Video Generator
|
F 30 5⁄4 | ||||||||
| 15230 |
An AI-powered security agent that utilizes MCP tools and Groq LLMs to analyze A…
|
F 30 5⁄5 | ||||||||
| 15231 |
Enables AI assistants to interact with the Hive blockchain through the Model Co…
|
F 30 6⁄6 | ||||||||
| 15232 |
Enables LLMs to perform Active Directory penetration testing using tools like N…
|
F 30 5⁄4 | ||||||||
| 15233 |
An interactive chat interface that combines Ollama's LLM capabilities with Post…
|
F 30 5⁄4 | ||||||||
| 15234 |
Enables users to create and interact with hand-drawn Excalidraw diagrams featur…
|
F 30 6⁄6 | ||||||||
| 15235 |
Converts quantum circuits into ZX-diagrams using categorical quantum mechanics,…
|
F 30 5⁄4 | ||||||||
| 15236 |
Enables AI assistants to interact with Jamf Pro for comprehensive Apple device …
|
F 30 6⁄6 | ||||||||
| 15237 |
Enables AI assistants to control a Minecraft bot through natural language comma…
|
F 30 5⁄4 | ||||||||
| 15238 |
Offline access to TwitterAPI.io docs for AI assistants. 67 endpoints, 32 pages,…
|
F 30 5⁄4 | ||||||||
| 15239 |
A command-line tool that enables the use of MCP with the Room protocol, allowin…
|
F 30 5⁄5 | ||||||||
| 15240 |
A Model Context Protocol implementation that enables LLMs to execute complex, m…
|
F 30 5⁄5 | ||||||||
| 15241 |
Provides a suite of deterministic math tools powered by SymPy to handle algebra…
|
F 30 5⁄4 | ||||||||
| 15242 |
A centralized Model Context Protocol server that provides common development to…
|
F 30 5⁄4 | ||||||||
| 15243 |
A Model Context Protocol server that enables monitoring and analysis of Precisi…
|
F 30 5⁄4 | ||||||||
| 15244 |
One MCP connection for all your tools — with discovery, namespacing, and execut…
|
F 30 5⁄4 | ||||||||
| 15245 |
A Model Context Protocol server that enables users to automatically generate ar…
|
F 30 5⁄4 | ||||||||
| 15246 |
An MCP server that enables querying, viewing, and interacting with local emails…
|
F 30 5⁄4 | ||||||||
| 15247 |
Enables Claude to delegate coding tasks to local Ollama models, reducing API to…
|
F 30 5⁄4 | ||||||||
| 15248 |
Provides access to OpenSincera API for retrieving digital advertising publisher…
|
F 30 5⁄5 | ||||||||
| 15249 |
FastMCP is a comprehensive MCP server allowing secure and standardized data and…
|
F 30 5⁄5 | ||||||||
| 15250 |
Provides professional-grade access to financial and economic data from Yahoo Fi…
|
F 30 5⁄5 | ||||||||