MCP Server Quality Scores
Independent quality analysis of 58691 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6201 |
Enables sending WhatsApp Business messages including text, media, interactive l…
|
B 72 5⁄5 | ||||||||
| 6202 |
onchain-mcp
Claim
Bankless Onchain API to interact with smart contracts, query transaction and to…
|
B 72 5⁄5 | ||||||||
| 6203 |
A Model Context Protocol server that provides Claude Code with seamless access …
|
B 72 5⁄5 | ||||||||
| 6204 |
MCP server for Zoho CRM API integration
|
B 72 5⁄5 | ||||||||
| 6205 |
A simple server for saving, listing, and searching notes persisted to a local J…
|
B 72 4⁄4 | ||||||||
| 6206 |
DevContainer MCP Server
Claim
Enables AI-powered creation, configuration, and management of DevContainer envi…
|
B 72 5⁄4 | ||||||||
| 6207 |
Provides secure, read-only access to VTION e-commerce analytics data through MC…
|
B 72 5⁄5 | ||||||||
| 6208 |
mcp-tool-server
Claim
A TypeScript prototype for an MCP-style registry providing local utility tools …
|
B 72 5⁄4 | ||||||||
| 6209 |
A Model Context Protocol server that enables programmatic interaction with Cisc…
|
B 72 5⁄5 | ||||||||
| 6210 |
MCP server for CSV/JSON data transformation using YAML rules
|
B 72 5⁄4 | ||||||||
| 6211 |
Mask Editor
Claim
Allows users to upload images and paint selections with a brush tool to generat…
|
B 72 5⁄4 | ||||||||
| 6212 |
MCP server that enables Claude to request chat completions with citations from …
|
B 72 5⁄5 | ||||||||
| 6213 |
Enables dynamic loading, hot-reloading, and orchestration of MCP servers withou…
|
B 72 5⁄4 | ||||||||
| 6214 |
An MCP server for Scout Monitoring data interactions.
|
B 72 5⁄4 | ||||||||
| 6215 |
FFmpeg video/audio tools: cut, convert, concat, remove silence, and raw command…
|
B 72 5⁄5 | ||||||||
| 6216 |
ClaudeKeep lets you save & share chats from Claude using an MCP inside Claude D…
|
B 72 5⁄4 | ||||||||
| 6217 |
Enables interaction with Overseerr API to manage movie and TV show requests, al…
|
B 72 5⁄5 | ||||||||
| 6218 |
Enables comprehensive GitHub project management automation including creating/m…
|
B 72 5⁄5 | ||||||||
| 6219 |
Enables LLM clients to generate standardized test cases, perform quality contro…
|
B 72 5⁄5 | ||||||||
| 6220 |
A Model Context Protocol server that integrates high-quality text-to-speech cap…
|
B 72 5⁄5 | ||||||||
| 6221 |
An MCP server that enables fee-free USDC transfers on the Base blockchain netwo…
|
B 72 5⁄4 | ||||||||
| 6222 |
An MCP server that dynamically converts any OpenAPI or REST API into MCP tools,…
|
B 72 5⁄5 | ||||||||
| 6223 |
Enables extraction of content from various web sources including webpages, YouT…
|
B 72 5⁄5 | ||||||||
| 6224 |
Provides access to FantasyPros API for retrieving sports data including news, p…
|
B 72 5⁄5 | ||||||||
| 6225 |
Enables searching, downloading, and analyzing academic papers from arXiv and Se…
|
B 72 5⁄5 | ||||||||
| 6226 |
Proof of Invention
|
B 72 5⁄5 | ||||||||
| 6227 |
Provides real-time cryptocurrency market data from the Independent Reserve exch…
|
B 72 5⁄5 | ||||||||
| 6228 |
Orchestrate multiple Claude Code agents in parallel from chat
|
B 72 5⁄5 | ||||||||
| 6229 |
Provides access to Google Search Console to retrieve and analyze search perform…
|
B 72 5⁄5 | ||||||||
| 6230 |
A Model Context Protocol server that provides tools for mathematical calculatio…
|
B 72 5⁄4 | ||||||||
| 6231 |
BetterMCPFileServer
Claim
A redesigned Model Context Protocol server that enables AI models to access fil…
|
B 72 5⁄5 | ||||||||
| 6232 |
Enables interaction with AWS Fault Injection Service to create, manage, and exe…
|
B 72 5⁄5 | ||||||||
| 6233 |
Local MCP proxy with BM25 tool filtering, quarantine security, activity logging…
|
B 72 5⁄4 | ||||||||
| 6234 |
Enables cost optimization and financial operations for Google BigQuery through …
|
B 72 5⁄4 | ||||||||
| 6235 |
Enables SSH operations including connecting to remote servers, executing comman…
|
B 72 5⁄5 | ||||||||
| 6236 |
A Model Context Protocol server that acts as a proxy to provide LLM access to P…
|
B 72 5⁄5 | ||||||||
| 6237 |
linear-bootstrap
Claim
Bootstrap Linear projects from natural language — milestones, epics, issues, an…
|
B 72 5⁄4 | ||||||||
| 6238 |
Enables AI assistants to access, search, and analyze Google Spreadsheets throug…
|
B 72 5⁄5 | ||||||||
| 6239 |
Playwright MCP Server
Claim
Provides browser automation capabilities using Playwright, enabling users to na…
|
B 72 5⁄4 | ||||||||
| 6240 |
A Model Context Protocol server that integrates with the Band API, allowing use…
|
B 72 5⁄5 | ||||||||
| 6241 |
MCP FishBase Server
Claim
Provides access to FishBase marine biology data including species information, …
|
B 72 5⁄5 | ||||||||
| 6242 |
ChurnFlow MCP Server
Claim
An ADHD-friendly productivity system that uses AI to provide frictionless captu…
|
B 72 5⁄4 | ||||||||
| 6243 |
Authorize.net MCP Server
Claim
Provides read-only access to Authorize.net transaction reporting APIs, enabling…
|
B 72 5⁄5 | ||||||||
| 6244 |
ClawPact MCP Server
Claim
Connects AI agents to the ClawPact marketplace, enabling them to discover tasks…
|
B 72 5⁄5 | ||||||||
| 6245 |
Enables comprehensive medical research by querying and analyzing data across Cl…
|
B 72 5⁄5 | ||||||||
| 6246 |
Enables AI assistants to register prompts for security verification, checking f…
|
B 72 5⁄5 | ||||||||
| 6247 |
The Materials Project MCP Server is server that provides programmatic access to…
|
B 72 5⁄5 | ||||||||
| 6248 |
MCP Demo Server
Claim
A stateless HTTP streaming MCP server built with Express that provides tools to…
|
B 72 5⁄4 | ||||||||
| 6249 |
mcp-use-ts
Claim
mcp-use is the framework for MCP with the best DX - Build AI agents, create MCP…
|
B 72 5⁄4 | ||||||||
| 6250 |
A Model Context Protocol server that helps students manage academic workflows b…
|
B 72 5⁄5 | ||||||||