MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 6 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21001 |
An open-source server that enables AI agents to interact with Azure DevOps proj…
|
B 72 4⁄4 | ||||||||
| 21002 |
Connects AI assistants to the Sharesight portfolio tracking platform via the v3…
|
B 72 4⁄4 | ||||||||
| 21003 |
A comprehensive Model Context Protocol (MCP) server providing advanced access t…
|
B 72 4⁄4 | ||||||||
| 21004 |
A comprehensive MCP server providing 41 tools for complete Roblox Studio contro…
|
B 72 3⁄3 | ||||||||
| 21005 |
Enterprise PostgreSQL MCP server with 63 tools, 10 resources, 10 prompts for AI…
|
B 72 4⁄3 | ||||||||
| 21006 |
Automates Android Virtual Device operations by enabling users to start emulator…
|
B 72 4⁄3 | ||||||||
| 21007 |
Enables LLMs to write, append, and manage files in txt, md, csv, and xlsx forma…
|
B 72 3⁄3 | ||||||||
| 21008 |
mcp-mcpmarket
Claim
Enables discovery and automatic installation of MCP servers via mcpmarket.com i…
|
B 72 3⁄3 | ||||||||
| 21009 |
scraps
Claim
Scraps is a portable CLI knowledge hub for managing interconnected Markdown doc…
|
B 72 4⁄3 | ||||||||
| 21010 |
Recession probability, capital rotation scoring, and economic data API
|
B 72 3⁄3 | ||||||||
| 21011 |
|
B 72 3⁄3 | ||||||||
| 21012 |
List and fetch official Pine Labs SDK API documentation via MCP tools.
|
B 72 3⁄3 | ||||||||
| 21013 |
calculator-server
Claim
A comprehensive Go-based MCP server for mathematical computations, implementing…
|
B 72 4⁄3 | ||||||||
| 21014 |
goku
Claim
Goku is an HTTP load testing application written in Rust
|
B 72 4⁄3 | ||||||||
| 21015 |
studiomeyer-crm
Claim
AI-native CRM with 33 tools. Pipeline, leads, health scores, revenue analytics,…
|
B 72 3⁄3 | ||||||||
| 21016 |
sei-mcp-server
Claim
|
B 72 4⁄3 | ||||||||
| 21017 |
|
B 72 4⁄3 | ||||||||
| 21018 |
mesh
Claim
One secure endpoint for every MCP server. Deploy anywhere.
|
B 72 4⁄3 | ||||||||
| 21019 |
Manage Komodo through AI assistants
|
B 72 4⁄3 | ||||||||
| 21020 |
Provides advanced analysis of conversations from Limitless Pendant recordings, …
|
B 72 4⁄4 | ||||||||
| 21021 |
memviz
Claim
Visual explorer for [MCP Memory Service](https://github.com/doobidoo/mcp-memory…
|
B 72 4⁄3 | ||||||||
| 21022 |
Enables human-in-the-loop interaction for AI coding workflows through native de…
|
B 72 3⁄3 | ||||||||
| 21023 |
Enables LLMs to search and retrieve exam problems, solutions, and answers from …
|
B 72 4⁄4 | ||||||||
| 21024 |
An MCP (Model Context Protocol) server that provides access to Bing Webmaster T…
|
B 72 4⁄4 | ||||||||
| 21025 |
Boyce
Claim
Deterministic SQL compiler for AI agents. Your agent stops guessing SQL.
|
B 72 3⁄3 | ||||||||
| 21026 |
Filesystem-first MCP for Obsidian — an LLM-maintained wiki inspired by Karpathy…
|
B 72 3⁄3 | ||||||||
| 21027 |
Solana agent gateway via x402. Wallet, token, DeFi, and swap tools. Pay per req…
|
B 72 3⁄3 | ||||||||
| 21028 |
Local system monitoring — CPU, memory, swap, disk, network, and process managem…
|
B 72 3⁄3 | ||||||||
| 21029 |
Notion MCP Server
Claim
Enables AI agents to interact with Notion workspaces through the Notion API, al…
|
B 72 4⁄4 | ||||||||
| 21030 |
Unity-AI-ProBuilder
Claim
AI-powered 3D modeling tools for Unity ProBuilder. Enables AI assistants to cre…
|
B 72 3⁄3 | ||||||||
| 21031 |
Enables users to search and monitor European regulatory publications including …
|
B 72 3⁄3 | ||||||||
| 21032 |
Simple MCP server that exposes a tool to fetch student result/CGPA data from MA…
|
B 72 3⁄3 | ||||||||
| 21033 |
Fork of Browser MCP with improved reliability, logging, and exit code handling;…
|
B 72 3⁄3 | ||||||||
| 21034 |
A Qdrant MCP server
|
B 72 4⁄3 | ||||||||
| 21035 |
Async MCP server for ArangoDB: 46 tools for graphs, queries, and multi-tenancy.
|
B 72 4⁄3 | ||||||||
| 21036 |
Solar estimates, provider comparison, energy prices and blog for Italy
|
B 72 3⁄3 | ||||||||
| 21037 |
Kommo MCP Server
Claim
Enables integration with Kommo CRM to manage leads, add notes and tasks, update…
|
B 72 4⁄4 | ||||||||
| 21038 |
Orchestrates 3D scene creation, camera paths, and physics-driven animations, br…
|
B 72 4⁄4 | ||||||||
| 21039 |
Claude Talk to Figma MCP
Claim
Enables AI assistants like Claude Desktop to interact directly with Figma, allo…
|
B 72 4⁄3 | ||||||||
| 21040 |
MSFConsole MCP Server
Claim
Enables secure integration with Metasploit Framework for AI assistants, providi…
|
B 72 4⁄3 | ||||||||
| 21041 |
cupertino
Claim
Apple Documentation MCP Server. Search Apple developer docs, Swift Evolution pr…
|
B 72 3⁄3 | ||||||||
| 21042 |
Provides AI agents with read-only access to Google Search Console data, includi…
|
B 72 3⁄3 | ||||||||
| 21043 |
Enables users to manage Hetzner Cloud resources including servers, load balance…
|
B 72 4⁄4 | ||||||||
| 21044 |
mcp-viral-transformer
Claim
Turn URLs into viral posts via "remake" command.
|
B 72 3⁄3 | ||||||||
| 21045 |
Enables AI assistants to interact with Redmine project management systems throu…
|
B 72 4⁄3 | ||||||||
| 21046 |
Enables AI agents to launch, monitor, and manage long-running terminal processe…
|
B 72 3⁄3 | ||||||||
| 21047 |
A comprehensive integration providing 96 tools and 18 interactive React apps fo…
|
B 72 4⁄4 | ||||||||
| 21048 |
MCP server for Duplicacy — monitor backup status and Prometheus metrics
|
B 72 3⁄3 | ||||||||
| 21049 |
ronykit
Claim
API Framework supporting REST and RPC.
|
B 72 3⁄3 | ||||||||
| 21050 |
Read Project Gutenberg books via MCP. Search, fetch metadata, and retrieve text…
|
B 72 3⁄3 | ||||||||