MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11801 |
Provides tools for generating optimized images via Google's Gemini model and fe…
|
C 62 5⁄5 | ||||||||
| 11802 |
Enables control of OpenSimulator virtual world servers through console commands…
|
C 62 5⁄5 | ||||||||
| 11803 |
Enables AI assistants to search for and retrieve images, illustrations, and vid…
|
C 62 5⁄5 | ||||||||
| 11804 |
Weather
Claim
Get location-based forecasts and real-time US weather alerts. Plan your day wit…
|
C 62 5⁄4 | ||||||||
| 11805 |
Provides Claude with real-time system monitoring capabilities, including CPU, m…
|
C 62 5⁄4 | ||||||||
| 11806 |
An MCP server that enables RAG (Retrieval-Augmented Generation) on markdown doc…
|
C 62 5⁄5 | ||||||||
| 11807 |
An MCP server that provides safe, read-only access to SQLite databases through …
|
C 62 5⁄4 | ||||||||
| 11808 |
Provides time zone management utilities including retrieving current time in an…
|
C 62 5⁄5 | ||||||||
| 11809 |
A MCP server for the Frankfurter API for currency exchange rates.
|
C 62 6⁄6 | ||||||||
| 11810 |
Integrates with Harvest time tracking API, enabling AI assistants to manage tim…
|
C 62 5⁄5 | ||||||||
| 11811 |
A Model Context Protocol server that integrates with Atlassian's Jira and Confl…
|
C 62 5⁄5 | ||||||||
| 11812 |
Provides a suite of business tools for interacting with a SQLite sales database…
|
C 62 5⁄4 | ||||||||
| 11813 |
A Model Context Protocol server that allows AI assistants to discover, load, an…
|
C 62 5⁄4 | ||||||||
| 11814 |
Enables scanning web pages and entire domains to identify broken links, checkin…
|
C 62 5⁄5 | ||||||||
| 11815 |
Karenina MCP
Claim
Enables natural language querying of Karenina benchmark verification results st…
|
C 62 5⁄5 | ||||||||
| 11816 |
Provides access to Fellow.ai meeting data including transcripts, summaries, act…
|
C 62 6⁄4 | ||||||||
| 11817 |
Provides a suite of regex and text processing tools for AI agents, including pa…
|
C 62 5⁄4 | ||||||||
| 11818 |
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
|
C 62 5⁄5 | ||||||||
| 11819 |
Semantic search across Claude Code conversations. Hybrid vector + keyword searc…
|
C 62 5⁄4 | ||||||||
| 11820 |
A template for deploying an authentication-free MCP server on Cloudflare Worker…
|
C 62 5⁄5 | ||||||||
| 11821 |
Remote MCP Server
Claim
A deployable Model Context Protocol server for Cloudflare Workers that allows r…
|
C 62 5⁄5 | ||||||||
| 11822 |
An MCP server that provides access to the LinkedIn Bulk Data Scraper API and va…
|
C 62 5⁄5 | ||||||||
| 11823 |
Enables web search capabilities through the Tavily API, allowing users to searc…
|
C 62 5⁄5 | ||||||||
| 11824 |
Allows interaction with MATLAB by creating and executing scripts and functions …
|
C 62 5⁄4 | ||||||||
| 11825 |
Enables users to query MLB Statcast, FanGraphs, and Baseball Reference data usi…
|
C 62 5⁄5 | ||||||||
| 11826 |
GeoFS MCP Server
Claim
A server that allows AI models to control and interact with aircraft in the Geo…
|
C 62 5⁄4 | ||||||||
| 11827 |
Enables dynamic tool discovery and loading for Claude using BM25, regex, and se…
|
C 62 6⁄6 | ||||||||
| 11828 |
Provides 15 MCP tools for AI-powered Git intelligence, enabling commit messages…
|
C 62 5⁄5 | ||||||||
| 11829 |
A server that allows AI models to automate Microsoft Office applications (Word,…
|
C 62 5⁄5 | ||||||||
| 11830 |
An MCP server that provides AI agents with real-time access to DEX liquidity po…
|
C 62 5⁄5 | ||||||||
| 11831 |
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
|
C 62 5⁄5 | ||||||||
| 11832 |
A server implementing the Model Context Protocol to allow direct access to Fren…
|
C 62 6⁄6 | ||||||||
| 11833 |
Enables interactive reincarnation storytelling where users choose their path af…
|
C 62 5⁄4 | ||||||||
| 11834 |
Local MCP server for MLX Whisper transcription
|
C 62 5⁄4 | ||||||||
| 11835 |
Provides hourly weather forecasts using the AccuWeather API, enabling users to …
|
C 62 5⁄5 | ||||||||
| 11836 |
A Model Context Protocol server that enables AI applications like Claude Deskto…
|
C 62 5⁄5 | ||||||||
| 11837 |
SSE MCP Server
Claim
A server for Model Context Protocol (MCP) that uses Server-Sent Events (SSE) fo…
|
C 62 5⁄5 | ||||||||
| 11838 |
Provides a comprehensive suite of utility tools for string manipulation, mathem…
|
C 62 5⁄5 | ||||||||
| 11839 |
A Cloudflare Workers-based MCP server implementation that supports OAuth/bearer…
|
C 62 5⁄4 | ||||||||
| 11840 |
An MCP server optimized for Chinese users that enables AI models to perform Bin…
|
C 62 5⁄5 | ||||||||
| 11841 |
Cupcake MCP Server
Claim
Enables searching and retrieving cupcake order records through natural language…
|
C 62 5⁄5 | ||||||||
| 11842 |
DateTime MCP Server
Claim
Provides tools to get the current date and time in various formats (ISO, Unix t…
|
C 62 5⁄5 | ||||||||
| 11843 |
Provides read-only access to Iceberg tables via Apache Impala, enabling LLMs to…
|
C 62 5⁄5 | ||||||||
| 11844 |
FluidSynth MCP Server
Claim
A MIDI composition system that enables AI assistants to create music through Fl…
|
C 62 5⁄4 | ||||||||
| 11845 |
A deployable MCP server on Cloudflare Workers that enables AI tools integration…
|
C 62 5⁄5 | ||||||||
| 11846 |
A Model Context Protocol server that captures and manages stdout logs through n…
|
C 62 5⁄5 | ||||||||
| 11847 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 62 5⁄5 | ||||||||
| 11848 |
A deployable Model Context Protocol server on Cloudflare Workers that enables A…
|
C 62 5⁄5 | ||||||||
| 11849 |
Enables users to interact with Washington DC Metro (WMATA) transit system throu…
|
C 62 6⁄6 | ||||||||
| 11850 |
Enables AI models to seamlessly access and query local markdown technical docum…
|
C 62 5⁄5 | ||||||||