MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 1 hour, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24251 |
An MCP server for building, validating, and publishing Ice Puzzle levels with A…
|
D 53 4⁄4 | ||||||||
| 24252 |
A server that provides standardized development rules and context for Business …
|
D 53 4⁄4 | ||||||||
| 24253 |
Provides powerful Markdown document editing capabilities with thread-safe opera…
|
D 53 4⁄4 | ||||||||
| 24254 |
MCP server that will proxy to your gRPC backends via reflection or descriptors …
|
D 53 4⁄3 | ||||||||
| 24255 |
MCP server for the Reddit Ads API. List accounts, campaigns, ads, and pull repo…
|
D 53 3⁄3 | ||||||||
| 24256 |
An MCP server that enables interaction with Twilio Frontline API for customer c…
|
D 53 4⁄4 | ||||||||
| 24257 |
Enables AI assistants to interact with a commercial management system through c…
|
D 53 4⁄4 | ||||||||
| 24258 | D 53 3⁄3 | |||||||||
| 24259 |
A lightweight Python-based MCP server for managing recipes and favorite collect…
|
D 53 4⁄3 | ||||||||
| 24260 |
Supabase MCP Server
Claim
Enables AI agents to access and manage Supabase projects through the Model Cont…
|
D 53 4⁄4 | ||||||||
| 24261 |
An MCP server that enables ChatGPT to manage WordPress content by creating, upd…
|
D 53 4⁄4 | ||||||||
| 24262 |
An MCP server that transforms LLM-enabled IDEs into professional video editors …
|
D 53 3⁄3 | ||||||||
| 24263 |
twitch-mcp
Claim
This project is a fork and expansion of TomCools' Twitch MCP Server, which impl…
|
D 53 4⁄4 | ||||||||
| 24264 |
HoudiniMCP
Claim
Connects Houdini to Claude AI through Model Context Protocol, enabling AI-assis…
|
D 53 3⁄3 | ||||||||
| 24265 |
test_mcp_server
Claim
|
D 53 3⁄3 | ||||||||
| 24266 |
|
D 53 3⁄3 | ||||||||
| 24267 |
Provides AI security guardrails through Javelin's platform to detect harmful co…
|
D 53 4⁄4 | ||||||||
| 24268 |
Skillz MCP Server
Claim
Enables LLMs to dynamically discover and execute tools through a structured ski…
|
D 53 4⁄4 | ||||||||
| 24269 |
Enables working with large documents of any size by intelligently segmenting th…
|
D 53 4⁄3 | ||||||||
| 24270 |
A server that connects Ableton Live to Claude AI through the Model Context Prot…
|
D 53 4⁄3 | ||||||||
| 24271 |
A high-performance MCP server for expert discovery, registration, and context i…
|
D 53 4⁄4 | ||||||||
| 24272 |
A template for building and deploying custom remote MCP servers on Azure Functi…
|
D 53 4⁄3 | ||||||||
| 24273 |
Enables working with 3D models by converting GLTF/GLB files into React Three Fi…
|
D 53 4⁄4 | ||||||||
| 24274 |
Enables access to Japan's official government statistics portal (e-Stat) API to…
|
D 53 4⁄4 | ||||||||
| 24275 |
A server that allows AI agents to query and retrieve information about upcoming…
|
D 53 4⁄4 | ||||||||
| 24276 |
A Cloudflare Worker that analyzes source code to provide comprehensive explanat…
|
D 53 4⁄4 | ||||||||
| 24277 |
Enables AI assistants to generate UML diagrams through natural language by rend…
|
D 53 4⁄4 | ||||||||
| 24278 |
Azure DevOps MCP Server
Claim
Enables AI assistants to interact with Azure DevOps repositories and pull reque…
|
D 53 4⁄4 | ||||||||
| 24279 |
A Google Calendar MCP server that provides comprehensive tools for managing cal…
|
D 53 4⁄4 | ||||||||
| 24280 |
BCI-MCP Server
Claim
A framework that integrates Brain-Computer Interface technology with the Model …
|
D 53 4⁄4 | ||||||||
| 24281 |
SAP HANA MCP server — Enterprise Model Context Protocol server for SAP HANA. Us…
|
D 53 4⁄4 | ||||||||
| 24282 |
Learn GenAI and Agentic AI from Zero to Production
|
D 53 3⁄3 | ||||||||
| 24283 |
This server enables interaction with Google's Video Intelligence API for advanc…
|
D 53 4⁄4 | ||||||||
| 24284 |
Enables AI agents to build and query a persistent knowledge graph with entities…
|
D 53 4⁄4 | ||||||||
| 24285 |
domain-lookup-mcp
Claim
Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Regi…
|
D 53 4⁄3 | ||||||||
| 24286 |
A Model Context Protocol server that extends AI capabilities by providing tools…
|
D 53 4⁄3 | ||||||||
| 24287 |
Enables users to query ClinicalTrials.gov using natural language instead of com…
|
D 53 4⁄4 | ||||||||
| 24288 |
A Model Context Protocol server that allows interaction with TestRail's core en…
|
D 53 4⁄4 | ||||||||
| 24289 |
An MCP server that enables interactions with InfluxDB's open-source time-series…
|
D 52 4⁄4 | ||||||||
| 24290 |
A Python-based server that enables accessing and analyzing bird detection data …
|
D 52 4⁄3 | ||||||||
| 24291 |
One command to turn any codebase into an MCP server
|
D 52 4⁄3 | ||||||||
| 24292 |
Enables access to TikTok data without watermarks, including trending users, has…
|
D 52 4⁄4 | ||||||||
| 24293 |
MCP Quoting System
Claim
Intelligently generates cost estimates and lead times for manufacturing RFPs by…
|
D 52 4⁄3 | ||||||||
| 24294 |
textlint MCP Server
Claim
A server that enables real-time checking and automated correction suggestions f…
|
D 52 3⁄3 | ||||||||
| 24295 |
This project enables running a custom remote MCP server on Azure Functions with…
|
D 52 4⁄3 | ||||||||
| 24296 |
Enables AI agents to interact with Zendesk ticket data for customer support ana…
|
D 52 4⁄4 | ||||||||
| 24297 |
163 Email MCP Server
Claim
Enables interaction with 163 email accounts through IMAP/SMTP protocols. Suppor…
|
D 52 4⁄4 | ||||||||
| 24298 |
An MCP server that enables AI assistants to interact with Gradescope for course…
|
D 52 4⁄4 | ||||||||
| 24299 |
Enables AI assistants to interact with Unreal Editor 5 through the Python remot…
|
D 52 4⁄3 | ||||||||
| 24300 |
Figma MCP Demo
Claim
A server that enables Cursor AI to generate code from Figma components by conne…
|
D 52 4⁄3 | ||||||||
