MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9001 |
An MCP server that provides access to over 12 years of NFL play-by-play data th…
|
C 68 5⁄4 | ||||||||
| 9002 |
A satirical MCP server providing HR-related tools that simulate actions in a co…
|
C 68 5⁄4 | ||||||||
| 9003 |
Exposes the structure and documentation of the openreview-py library, enabling …
|
C 68 5⁄5 | ||||||||
| 9004 |
A lightweight MCP server that provides read-only access to SQLite databases, al…
|
C 68 5⁄4 | ||||||||
| 9005 |
An MCP server that enables running tests and retrieving filtered telemetry summ…
|
C 68 5⁄4 | ||||||||
| 9006 |
api-test-mcp
Claim
api-test-mcp
|
C 68 5⁄5 | ||||||||
| 9007 |
An MCP server that enables AI agents to retrieve and analyze error reports from…
|
C 68 5⁄5 | ||||||||
| 9008 |
An MCP server for interacting with SQL Server databases that enables schema ins…
|
C 68 5⁄5 | ||||||||
| 9009 |
Automatically generates mind map images from text content using Coze API workfl…
|
C 68 5⁄5 | ||||||||
| 9010 |
Give Claude access to real-time knowledge and premium content. Get rid of Claud…
|
C 68 5⁄5 | ||||||||
| 9011 |
A Model Context Protocol (MCP) server for Cursor IDE that simplifies the instal…
|
C 68 5⁄5 | ||||||||
| 9012 |
Provides seamless access to iRacing's racing simulation data, enabling AI assis…
|
C 68 5⁄5 | ||||||||
| 9013 |
Provides comprehensive Taiwan stock market data and analysis through MCP tools.…
|
C 68 5⁄5 | ||||||||
| 9014 |
A TypeScript implementation of a Model Context Protocol server that provides ma…
|
C 68 5⁄5 | ||||||||
| 9015 |
A Model Context Protocol server that allows AI agents to play notification soun…
|
C 68 5⁄5 | ||||||||
| 9016 |
An MCP server that provides real-time prediction market data from multiple plat…
|
C 68 5⁄5 | ||||||||
| 9017 |
Searches for official documentation using Naver Search API and filters results …
|
C 68 5⁄5 | ||||||||
| 9018 |
estudIA-MCP
Claim
RAG-enabled MCP server that uses Google Gemini for embeddings and Supabase for …
|
C 68 5⁄5 | ||||||||
| 9019 |
Enables video editing using natural language commands powered by FFmpeg, suppor…
|
C 68 5⁄4 | ||||||||
| 9020 |
Facebook Ads MCP Server
Claim
Connects AI assistants to Facebook's Ads API to enable natural language queries…
|
C 68 5⁄5 | ||||||||
| 9021 |
Enables natural language trading operations through AI assistants using Alpaca'…
|
C 68 5⁄5 | ||||||||
| 9022 |
MCP server for HTML file preview and analysis - Has been weird with OS but good…
|
C 68 5⁄5 | ||||||||
| 9023 |
GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore di…
|
C 68 5⁄5 | ||||||||
| 9024 |
Enables AI assistants to safely perform actions on your computer including file…
|
C 68 5⁄4 | ||||||||
| 9025 |
A Cloudflare Workers-based MCP server that enables secure remote connections us…
|
C 68 5⁄5 | ||||||||
| 9026 |
A Model Context Protocol server that enables LLMs to send, edit, and delete Dis…
|
C 68 5⁄5 | ||||||||
| 9027 |
Jasper AI MCP Server
Claim
Enables content generation and style application using Jasper AI's marketing pl…
|
C 68 5⁄5 | ||||||||
| 9028 |
An MCP server that provides tools for interacting with Chrome through its DevTo…
|
C 68 5⁄5 | ||||||||
| 9029 |
Enables interaction with the DiSH room booking platform to search availability,…
|
C 68 5⁄4 | ||||||||
| 9030 |
Usense Data API now supports the MCP protocol, enabling easy enterprise data ac…
|
C 68 5⁄5 | ||||||||
| 9031 |
Enables AI tools to programmatically manage Substack content, including creatin…
|
C 68 5⁄5 | ||||||||
| 9032 |
Weather MCP Server
Claim
Provides weather information through the Model Context Protocol, fetching real-…
|
C 68 5⁄5 | ||||||||
| 9033 |
Converts Figma designs to React/Vue code using existing Design System component…
|
C 68 5⁄5 | ||||||||
| 9034 |
A Model Context Protocol server that enables interaction with PostgreSQL databa…
|
C 68 5⁄5 | ||||||||
| 9035 |
Enables LLMs to perform statistical analysis and generate ML predictions on use…
|
C 68 5⁄5 | ||||||||
| 9036 |
Enables querying both Google Cloud SQL (PostgreSQL) and BigQuery public dataset…
|
C 68 5⁄5 | ||||||||
| 9037 |
A Model Context Protocol server that enables AI models to interact with MySQL d…
|
C 68 5⁄5 | ||||||||
| 9038 |
A text-to-speech MCP server that enables AI assistants to speak using the VOICE…
|
C 68 5⁄5 | ||||||||
| 9039 |
MCProcessMonitor
Claim
Enables AI to monitor and analyze local system processes through custom tools. …
|
C 68 5⁄5 | ||||||||
| 9040 |
cognitive-ai-memory
Claim
Ebbinghaus-based persistent memory for Claude. Memories decay with time, streng…
|
C 68 5⁄4 | ||||||||
| 9041 |
Enables AI coding assistants like Cursor and Claude to engage in real-time two-…
|
C 68 5⁄4 | ||||||||
| 9042 |
|
C 68 5⁄5 | ||||||||
| 9043 |
Provides access to National Weather Service (NWS) data, enabling users to retri…
|
C 68 5⁄5 | ||||||||
| 9044 |
Enables integration with Kagi search engine services including web search, cont…
|
C 68 5⁄5 | ||||||||
| 9045 |
A Model Context Protocol tool that retrieves daily stock market data for any st…
|
C 68 5⁄5 | ||||||||
| 9046 |
Precise character-level string indexing for LLMs. Provides tools for finding, e…
|
C 68 5⁄5 | ||||||||
| 9047 |
Enables forensic analysis of Windows notification databases (wpndatabase.db) fr…
|
C 68 5⁄4 | ||||||||
| 9048 |
Interact with the Transistor.fm API to manage podcasts and episodes.
|
C 68 6⁄4 | ||||||||
| 9049 |
Desktop text workbench + MCP server: 22+ text processing tools for AI assistants
|
C 68 5⁄4 | ||||||||
| 9050 |
A flexible MCP server that enables users to define and execute arbitrary comman…
|
C 68 5⁄5 | ||||||||