MCP Server Quality Scores
Independent quality analysis of 47403 public MCP servers
Last updated 1 hour, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7301 |
AI agent ecosystem research, DeFi analysis, and market research tools
|
B 70 5⁄5 | ||||||||
| 7302 |
Enables creating and managing customer records via an external API with Bearer …
|
B 70 5⁄5 | ||||||||
| 7303 |
A Cloudflare Workers server that extends a traditional full-stack TODO applicat…
|
B 70 5⁄4 | ||||||||
| 7304 |
Retrieves, parses, and analyzes speeches and testimonies from Federal Reserve o…
|
B 70 5⁄5 | ||||||||
| 7305 |
A simple server that enables CRUD operations on Elementor data for WordPress pa…
|
B 70 5⁄5 | ||||||||
| 7306 |
A graph-powered code intelligence engine that indexes codebases into a structur…
|
B 70 5⁄4 | ||||||||
| 7307 |
MalwareBazaar_MCP
Claim
An AI-driven MCP server that autonomously interfaces with Malware Bazaar, deliv…
|
B 70 5⁄4 | ||||||||
| 7308 |
StatPearls MCP Server
Claim
Provides AI systems with access to peer-reviewed medical information from StatP…
|
B 70 5⁄5 | ||||||||
| 7309 |
An MCP server that connects Claude and other MCP clients to buttplug.io, allowi…
|
B 70 4⁄4 | ||||||||
| 7310 |
A toolkit for managing Claude desktop app extension configurations, enabling fe…
|
B 70 5⁄5 | ||||||||
| 7311 |
Orchestrates multiple AWS security services to provide comprehensive security a…
|
B 70 5⁄5 | ||||||||
| 7312 |
An MCP server that provides persistent memory for AI assistants by automaticall…
|
B 70 5⁄4 | ||||||||
| 7313 |
mcp-vitacore
Claim
A session memory consolidation and architectural oversight system that uses Gem…
|
B 70 5⁄5 | ||||||||
| 7314 |
Git Analytics MCP Server
Claim
Provides comprehensive Git repository insights including author statistics, bra…
|
B 70 5⁄4 | ||||||||
| 7315 |
Enables Claude to read and interact with Feishu (Lark) documents, spreadsheets,…
|
B 70 5⁄4 | ||||||||
| 7316 |
RAG MCP Server
Claim
Combines a knowledge graph with RAG (Retrieval-Augmented Generation) capabiliti…
|
B 70 5⁄4 | ||||||||
| 7317 |
Enables AI assistants to interact with Rhombus physical security systems, provi…
|
B 70 5⁄5 | ||||||||
| 7318 |
An MCP server that interfaces with the Lilith library to analyze Higgs boson ph…
|
B 70 5⁄5 | ||||||||
| 7319 |
Enables semantic search and AI-powered analysis of Outlook emails using RAG-bas…
|
B 70 5⁄4 | ||||||||
| 7320 |
Provides AI assistants with access to the Adzuna Job Search API to search milli…
|
B 70 5⁄5 | ||||||||
| 7321 |
A comprehensive, domain-agnostic documentation scraping and AI integration tool…
|
B 70 5⁄4 | ||||||||
| 7322 |
MemoDB MCP Server
Claim
Manages AI conversation context and personal knowledge bases through the Model …
|
B 70 5⁄5 | ||||||||
| 7323 |
Generates children's storybook illustrations in multiple art styles (3D cartoon…
|
B 70 5⁄5 | ||||||||
| 7324 |
A MCP server that enables transcription of audio files using OpenAI's Speech-to…
|
B 70 5⁄5 | ||||||||
| 7325 |
A server that enables MCP clients like Anthropic Claude App to interact with lo…
|
B 70 5⁄4 | ||||||||
| 7326 |
A utility toolkit that enhances Claude's code interaction capabilities by provi…
|
B 70 5⁄4 | ||||||||
| 7327 |
Provides reliable access to the Ontology Lookup Service (OLS) API, enabling AI …
|
B 70 5⁄5 | ||||||||
| 7328 |
🎖️🏎️☁️ - The official Terraform MCP Server seamlessly integrates with the Terra…
|
B 70 5⁄4 | ||||||||
| 7329 |
MCP server for code archaeology: git blame, file history, contributors, and co-…
|
B 70 5⁄5 | ||||||||
| 7330 |
Web Content Retrieval (full webpage, filtered content, or Markdown-converted), …
|
B 70 5⁄5 | ||||||||
| 7331 |
A powerful MCP tool for parsing and manipulating MIDI files that allows users t…
|
B 70 5⁄5 | ||||||||
| 7332 |
Build and deploy beautiful business apps effortlessly with our AI agent. Genera…
|
B 70 5⁄4 | ||||||||
| 7333 |
Enables large language models to interact with Alpaca's trading infrastructure …
|
B 70 5⁄4 | ||||||||
| 7334 |
Enables querying Garmin health data stored in Supabase through natural language…
|
B 70 5⁄5 | ||||||||
| 7335 |
A simple server that enables AI models to send WhatsApp messages via the Twilio…
|
B 70 5⁄5 | ||||||||
| 7336 |
Jira-GitLab MCP Server
Claim
Integrates Jira and GitLab to enable AI agents to seamlessly manage issues, cre…
|
B 70 5⁄5 | ||||||||
| 7337 |
A starter template for building Model Context Protocol servers that integrate w…
|
B 70 5⁄5 | ||||||||
| 7338 |
An MCP server providing access to Hong Kong transportation data, including pass…
|
B 70 5⁄5 | ||||||||
| 7339 |
An MCP server that enables integration with Moltbook, a social network designed…
|
B 70 5⁄4 | ||||||||
| 7340 |
A production-ready MCP server that enables multiple AI agents to collaborate th…
|
B 70 5⁄4 | ||||||||
| 7341 |
Enables AI-powered analytics for OpenReplay user sessions through natural langu…
|
B 70 5⁄5 | ||||||||
| 7342 |
An MCP server for managing work logs, research results, and task checkpoints to…
|
B 70 5⁄4 | ||||||||
| 7343 |
Prevents citation hallucination by verifying academic citations against CrossRe…
|
B 70 5⁄5 | ||||||||
| 7344 |
Supabase Admin
Claim
Manage Supabase projects end to end across database, auth, storage, and realtim…
|
B 70 5⁄4 | ||||||||
| 7345 |
A Model Context Protocol server that integrates with Prospeo API to find work e…
|
B 70 5⁄5 | ||||||||
| 7346 |
A proof-of-concept MCP server demonstrating various capabilities including math…
|
B 70 5⁄5 | ||||||||
| 7347 |
A tool that enables AI assistants to conversationally scaffold, build, and publ…
|
B 70 5⁄4 | ||||||||
| 7348 |
AI Helper MCP Server
Claim
A server that allows AI agents to consult multiple large language models (like …
|
B 70 5⁄5 | ||||||||
| 7349 |
Automatically selects the optimal LLM model for each task in Cursor IDE by anal…
|
B 70 5⁄5 | ||||||||
| 7350 |
The URL-Context-MCP MCP Server provides a tool to analyze and summarize the con…
|
B 70 5⁄5 | ||||||||