MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4251 |
MCP server that integrates with inBox note-taking API, allowing users to create…
|
B 75 5⁄5 | ||||||||
| 4252 |
An MCP server that provides comprehensive tools for managing iOS simulators, in…
|
B 75 5⁄4 | ||||||||
| 4253 |
MCP Trello
Claim
Enables interaction with Trello boards through comprehensive card, list, and bo…
|
B 75 5⁄5 | ||||||||
| 4254 |
This is a Model Context Protocol (MCP) server that provides access to the Shoda…
|
B 75 5⁄5 | ||||||||
| 4255 |
Provides access to 27+ structured problem-solving frameworks and game-theoretic…
|
B 75 5⁄5 | ||||||||
| 4256 |
Enables access to BitSight security rating data through company search and rati…
|
B 75 5⁄5 | ||||||||
| 4257 |
Enables web scraping and crawling capabilities for LLM clients, supporting sing…
|
B 75 5⁄5 | ||||||||
| 4258 |
code-runner
Claim
Code Runner MCP Server which can run code in various programming languages.
|
B 75 5⁄5 | ||||||||
| 4259 |
A dynamic MCP server that automatically discovers Python files in a directory a…
|
B 75 5⁄4 | ||||||||
| 4260 |
An MCP server that allows AI assistants like Claude Code, Claude Desktop, and C…
|
B 75 5⁄5 | ||||||||
| 4261 |
Enables semantic search through markdown documentation in code repositories usi…
|
B 75 5⁄4 | ||||||||
| 4262 |
A complete fullstack application that demonstrates Model Context Protocol integ…
|
B 75 5⁄4 | ||||||||
| 4263 |
Fetches YouTube video subtitles and transcripts with support for multiple langu…
|
B 75 5⁄5 | ||||||||
| 4264 |
Enables LLM agents to create annotated bookmarks and narrative trails to docume…
|
B 75 5⁄4 | ||||||||
| 4265 |
Enables quantum physics simulations and visualizations by integrating QuTip for…
|
B 75 5⁄4 | ||||||||
| 4266 |
Integrates with Gmail to enable sending, reading, drafting, and managing emails…
|
B 75 5⁄4 | ||||||||
| 4267 |
Provides fast, multilingual spell-checking for text and files, featuring syntax…
|
B 75 5⁄4 | ||||||||
| 4268 |
An MCP server implementation that integrates with the Civo cloud platform API, …
|
B 75 5⁄5 | ||||||||
| 4269 |
This is a Model Context Protocol (MCP) server adaptation of LangChain Ollama De…
|
B 75 5⁄5 | ||||||||
| 4270 |
sukl-mcp
Claim
MCP server poskytující přístup k české databázi léčivých přípravků SÚKL (Státní…
|
B 75 5⁄5 | ||||||||
| 4271 |
A lightweight MySQL MCP server that enables LLMs to interact with databases thr…
|
B 75 5⁄5 | ||||||||
| 4272 |
MCP server for Google Lighthouse performance metrics
|
B 75 5⁄5 | ||||||||
| 4273 |
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the …
|
B 75 5⁄4 | ||||||||
| 4274 |
Step-by-step observability for MCP agent workflows
|
B 75 4⁄4 | ||||||||
| 4275 |
MCP server for searching, exploring, and aggregating Disney Lorcana cards.
|
B 75 4⁄4 | ||||||||
| 4276 |
Provides tools to monitor host system health including CPU load, disk usage, an…
|
B 75 5⁄4 | ||||||||
| 4277 |
Enables comprehensive management of TyranoStudio visual novel projects includin…
|
B 75 5⁄4 | ||||||||
| 4278 |
Provides a Model Context Protocol interface to MoCo time tracking and project m…
|
B 75 5⁄5 | ||||||||
| 4279 |
Provides access to ODEI's constitutional knowledge graph, AI safety guardrails,…
|
B 75 5⁄5 | ||||||||
| 4280 |
A Python-based MCP server adapted from the n8n_agent project that implements a …
|
B 75 5⁄4 | ||||||||
| 4281 |
Intelligent Genomic Data Server
Provides high-quality gene information queries,…
|
B 75 5⁄5 | ||||||||
| 4282 |
Provides comprehensive access to Hong Kong Legislative Council data including v…
|
B 75 5⁄5 | ||||||||
| 4283 |
Connects AI agents to the PayBot payment infrastructure, enabling automated USD…
|
B 75 5⁄5 | ||||||||
| 4284 |
Provides access to Jewish texts from the Sefaria library. This server enables L…
|
B 75 5⁄5 | ||||||||
| 4285 |
Enables interaction with Azure AI Foundry services through a unified interface …
|
B 75 5⁄5 | ||||||||
| 4286 |
|
B 75 5⁄4 | ||||||||
| 4287 |
Enables AI assistants to manage BullMQ Redis-based job queues through natural l…
|
B 75 5⁄5 | ||||||||
| 4288 |
TerminusAI
Claim
Execute terminal commands locally or remotely via SSH with session persistence …
|
B 75 5⁄4 | ||||||||
| 4289 |
A basic example demonstrating how to develop and run a serverless Model Context…
|
B 75 6⁄6 | ||||||||
| 4290 |
A Model Context Protocol (MCP) connector that allows AI agents to directly inte…
|
B 75 5⁄5 | ||||||||
| 4291 |
Enables translation of JSON i18n files to multiple languages using various AI p…
|
B 75 5⁄5 | ||||||||
| 4292 |
Search, extract sections, list headings, and find code blocks across markdown f…
|
B 75 5⁄4 | ||||||||
| 4293 |
Logs LLM interactions to local CSV or Markdown files with automatic categorizat…
|
B 75 5⁄5 | ||||||||
| 4294 |
Anti-detection browser automation with Camoufox - stealth Firefox for web scrap…
|
B 75 5⁄5 | ||||||||
| 4295 |
paper-search-mcp
Claim
Enables searching for academic papers and preprints across multiple platforms i…
|
B 75 5⁄5 | ||||||||
| 4296 |
Integrates with OpenAI's Sora 2 API to generate, remix, and manage AI-generated…
|
B 75 5⁄5 | ||||||||
| 4297 |
Provides comprehensive codebase analysis including project structure evaluation…
|
B 75 5⁄4 | ||||||||
| 4298 |
Enables finding, configuring, and installing Model Context Protocol (MCP) serve…
|
B 75 5⁄5 | ||||||||
| 4299 |
Provides access to Yelp's business database for searching local businesses, ret…
|
B 75 5⁄5 | ||||||||
| 4300 |
An MCP server that enables Gmail integration, allowing users to manage emails (…
|
B 75 5⁄4 | ||||||||