MCP Server Quality Scores
Independent quality analysis of 58691 public MCP servers
Last updated 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5951 |
An MCP server for Scout Monitoring data interactions.
|
B 72 5⁄4 | ||||||||
| 5952 |
Enables generation of AI videos and images using RunComfy APIs. Supports multip…
|
B 72 5⁄5 | ||||||||
| 5953 |
A Python server that enables language models like Claude to interact with Whats…
|
B 72 5⁄5 | ||||||||
| 5954 |
ClawPact MCP Server
Claim
Connects AI agents to the ClawPact marketplace, enabling them to discover tasks…
|
B 72 5⁄5 | ||||||||
| 5955 |
Enables AI agents to interact with VnExpress news content through RSS feeds, ad…
|
B 72 5⁄5 | ||||||||
| 5956 |
mcp-tool-server
Claim
A TypeScript prototype for an MCP-style registry providing local utility tools …
|
B 72 5⁄4 | ||||||||
| 5957 |
A Model Context Protocol server implementation compatible with Todoist API, all…
|
B 72 5⁄5 | ||||||||
| 5958 |
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS si…
|
B 72 5⁄4 | ||||||||
| 5959 |
A Model Context Protocol server that enables AI models to send emails via simpl…
|
B 72 5⁄5 | ||||||||
| 5960 |
Enables AI assistants to perform genomic variant analysis using OakVar, includi…
|
B 72 5⁄4 | ||||||||
| 5961 |
Self-evolving MCP server that generates and improves its own tools at runtime. …
|
B 72 5⁄4 | ||||||||
| 5962 |
Analyze videos: extract frames, transcribe audio, generate storyboard breakdown…
|
B 72 5⁄4 | ||||||||
| 5963 |
Exposes `.context/` folder files as MCP resources, giving Claude Code instant a…
|
B 72 5⁄4 | ||||||||
| 5964 |
Local MCP proxy with BM25 tool filtering, quarantine security, activity logging…
|
B 72 5⁄4 | ||||||||
| 5965 |
Provides an interactive user interface for asking questions with support for te…
|
B 72 5⁄4 | ||||||||
| 5966 |
Compare Uber and Lyft prices for any route in real-time with fare estimates, su…
|
B 72 5⁄5 | ||||||||
| 5967 |
This is an MCP server that provides tools to LLMs for searching and analyzing a…
|
B 72 5⁄5 | ||||||||
| 5968 |
apple-mail-mcp
Claim
MCP server giving AI assistants full access to Apple Mail - read, search, compo…
|
B 72 5⁄4 | ||||||||
| 5969 |
Gmail MCP server — send, read, and search email. By Strider Labs.
|
B 72 5⁄4 | ||||||||
| 5970 |
Agent spending mgmt, budget tracking, ROI. Zero Core Budget.
|
B 72 5⁄4 | ||||||||
| 5971 |
Enables AI to send, read, search, delete and reply to emails through SMTP or Gm…
|
B 72 5⁄5 | ||||||||
| 5972 |
An MCP server that enables AI assistants to control Siglent SDS oscilloscopes o…
|
B 72 5⁄5 | ||||||||
| 5973 |
Implements Model Context Protocol (MCP) to enable interaction with CODING DevOp…
|
B 72 5⁄5 | ||||||||
| 5974 |
A Model Context Protocol server that enables reading and analyzing Excel docume…
|
B 72 5⁄5 | ||||||||
| 5975 |
Enables image and video generation using Luma's API, supporting multiple models…
|
B 72 5⁄5 | ||||||||
| 5976 |
Enables dynamic loading, hot-reloading, and orchestration of MCP servers withou…
|
B 72 5⁄4 | ||||||||
| 5977 |
Confluence MCP Server
Claim
Enables AI assistants to interact with Confluence by converting Markdown docume…
|
B 72 5⁄5 | ||||||||
| 5978 |
An MCP server for image generation using multiple providers including Google Ge…
|
B 72 4⁄4 | ||||||||
| 5979 |
Enables querying the SMRT framework documentation by automatically routing ques…
|
B 72 5⁄5 | ||||||||
| 5980 |
Multi-provider image generation MCP server that enables image generation from C…
|
B 72 4⁄4 | ||||||||
| 5981 |
A remote Model Context Protocol server template for Cloudflare Workers with bui…
|
B 72 5⁄5 | ||||||||
| 5982 |
XiaoHongShu MCP
Claim
Enables AI agents to publish content to XiaoHongShu (Little Red Book) social pl…
|
B 72 5⁄4 | ||||||||
| 5983 |
List and terminate OS processes via natural language queries
|
B 72 5⁄4 | ||||||||
| 5984 |
Connects to Xcode's build system to extract, parse, and display errors and warn…
|
B 72 5⁄4 | ||||||||
| 5985 |
MCP-YouTube-Transcribe
Claim
Enables fetching transcripts from YouTube videos by searching for videos based …
|
B 72 5⁄4 | ||||||||
| 5986 |
LinkedIn MCP Server
Claim
A comprehensive Model Context Protocol server that enables AI assistants to int…
|
B 72 5⁄5 | ||||||||
| 5987 |
Provides real-time weather data and forecasts for locations worldwide using the…
|
B 72 5⁄5 | ||||||||
| 5988 |
Cross-platform command execution server that intelligently adapts shell command…
|
B 72 5⁄5 | ||||||||
| 5989 |
Unla
Claim
🧩 MCP Gateway - A lightweight gateway service that instantly transforms existin…
|
B 72 5⁄4 | ||||||||
| 5990 |
Parses various document formats (PDF, Word, Excel, PowerPoint) into Markdown co…
|
B 72 5⁄5 | ||||||||
| 5991 |
Enables real-time weather information retrieval and local search history manage…
|
B 72 5⁄4 | ||||||||
| 5992 |
A Model Context Protocol server that enables programmatic interaction with Cisc…
|
B 72 5⁄5 | ||||||||
| 5993 |
Paws-on-MCP
Claim
A comprehensive Model Context Protocol (MCP) server implementing the latest MCP…
|
B 72 5⁄5 | ||||||||
| 5994 |
MCP Server for Oracle
Claim
Enables secure access to Oracle databases with fine-grained access control, sup…
|
B 72 5⁄5 | ||||||||
| 5995 |
MCP ScreenCatch
Claim
Enables Claude Desktop to capture screenshots through an interactive region sel…
|
B 72 5⁄4 | ||||||||
| 5996 |
Provides tools for AI assistants to query the Canton Network for data on contra…
|
B 72 5⁄5 | ||||||||
| 5997 |
An MCP server that enables running Postman collections using Newman, allowing L…
|
B 72 5⁄5 | ||||||||
| 5998 |
A Model Context Protocol server that enables AI assistants to translate and rep…
|
B 72 5⁄5 | ||||||||
| 5999 |
A simple Model Context Protocol server that provides real-time weather data to …
|
B 72 5⁄4 | ||||||||
| 6000 |
Provides basic utility tools including calculator for arithmetic operations, te…
|
B 72 5⁄4 | ||||||||